Yonghong Tian

Mach. Intell. Res., June, 2024

Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-Similarity.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Universal Object Detection with Large Vision Model.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., April, 2024

VisEvent: Reliable Object Tracking via Collaboration of Frame and Event Flows.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., March, 2024

Pick-and-Place Transform Learning for Fast Multi-View Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

Sensitivity Decouple Learning for Image Compression Artifacts Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

The Role of Class Information in Model Inversion Attacks Against Image Deep Learning Classifiers.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2024

Self-architectural knowledge distillation for spiking neural networks.

[BibT_eX]

[DOI]

Neural Networks, 2024

ETTFS: An Efficient Training Framework for Time-to-First-Spike Neuron.

[BibT_eX]

[DOI]

CoRR, 2024

Spatial-Temporal Search for Spiking Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2024

Is Parameter Collision Hindering Continual Learning in LLMs?

[BibT_eX]

[DOI]

CoRR, 2024

CASA: Class-Agnostic Shared Attributes in Vision-Language Models for Efficient Incremental Object Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Multi-granularity Score-based Generative Framework Enables Efficient Inverse Design of Complex Organics.

[BibT_eX]

[DOI]

CoRR, 2024

ViewCrafter: Taming Video Diffusion Models for High-fidelity Novel View Synthesis.

[BibT_eX]

[DOI]

CoRR, 2024

Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms.

[BibT_eX]

[DOI]

CoRR, 2024

Time-Dependent VAE for Building Latent Factor from Visual Neural Activity with Complex Dynamics.

[BibT_eX]

[DOI]

CoRR, 2024

HoloDreamer: Holistic 3D Panoramic World Generation from Text Descriptions.

[BibT_eX]

[DOI]

CoRR, 2024

Retain, Blend, and Exchange: A Quality-aware Spatial-Stereo Fusion Approach for Event Stream Recognition.

[BibT_eX]

[DOI]

CoRR, 2024

SVFormer: A Direct Training Spiking Transformer for Efficient Video Action Recognition.

[BibT_eX]

[DOI]

CoRR, 2024

EvaGaussians: Event Stream Assisted Gaussian Splatting from Blurry Images.

[BibT_eX]

[DOI]

CoRR, 2024

Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods.

[BibT_eX]

[DOI]

CoRR, 2024

Spatio-Temporal Side Tuning Pre-trained Foundation Models for Video-based Pedestrian Attribute Recognition.

[BibT_eX]

[DOI]

CoRR, 2024

State Space Model for New-Generation Network Alternative to Transformers: A Survey.

[BibT_eX]

[DOI]

CoRR, 2024

MTLight: Efficient Multi-Task Reinforcement Learning for Traffic Signal Control.

[BibT_eX]

[DOI]

CoRR, 2024

QKFormer: Hierarchical Spiking Transformer using Q-K Attention.

[BibT_eX]

[DOI]

CoRR, 2024

Long-term Frame-Event Visual Tracking: Benchmark Dataset and Baseline.

[BibT_eX]

[DOI]

CoRR, 2024

Noisy Spiking Actor Network for Exploration.

[BibT_eX]

[DOI]

CoRR, 2024

TaxDiff: Taxonomic-Guided Diffusion Model for Protein Sequence Generation.

[BibT_eX]

[DOI]

CoRR, 2024

ProLLaMA: A Protein Large Language Model for Multi-Task Protein Language Processing.

[BibT_eX]

[DOI]

CoRR, 2024

Fully Spiking Actor Network with Intra-layer Connections for Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Deep peak property learning for efficient chiral molecules ECD spectra prediction.

[BibT_eX]

[DOI]

CoRR, 2024

CRSOT: Cross-Resolution Object Tracking using Unaligned Frame and Event Cameras.

[BibT_eX]

[DOI]

CoRR, 2024

Spikformer V2: Join the High Accuracy Club on ImageNet with an SNN Ticket.

[BibT_eX]

[DOI]

CoRR, 2024

A fuzzy logic constrained particle swarm optimization algorithm for industrial design problems.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2024

Efficient Event Stream Super-Resolution with Recursive Multi-Branch Fusion.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Optimal ANN-SNN Conversion with Group Neurons.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Temporal Contrastive Learning for Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

HiFi-123: Towards High-Fidelity One Image to 3D Content Generation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

DMR: Decomposed Multi-Modality Representations for Frames and Events Fusion in Visual Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Event Stream-Based Visual Object Tracking: A High-Resolution Benchmark Dataset and A Novel Baseline.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Event-Based Visible and Infrared Fusion via Multi-Task Collaboration.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Solving the Catastrophic Forgetting Problem in Generalized Category Discovery.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Adaptive Discovering and Merging for Incremental Novel Class Discovery.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Distilling a Powerful Student Model via Online Knowledge Distillation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., November, 2023

MetaVIM: Meta Variationally Intrinsic Motivated Reinforcement Learning for Decentralized Traffic Signal Control.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., November, 2023

MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

SODFormer: Streaming Object Detection With Transformer Using Events and Frames.

[BibT_eX]

[DOI]

Dianze Li

Jianing Li

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Running ahead of evolution - AI-based simulation for predicting future high-risk SARS-CoV-2 variants.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., November, 2023

Carrying Out CNN Channel Pruning in a White Box.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2023

Dual Adaptive Representation Alignment for Cross-Domain Few-Shot Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Attention Spiking Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey.

[BibT_eX]

[DOI]

Mach. Intell. Res., August, 2023

A Hybrid Spiking Neurons Embedded LSTM Network for Multivariate Time Series Learning Under Concept-Drift Environment.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., July, 2023

Neuron-Based Spiking Transmission and Reasoning Network for Robust Image-Text Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., July, 2023

Semi-Supervised CT Lesion Segmentation Using Uncertainty-Based Data Pairing and SwapMix.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, May, 2023

Asynchronous Spatiotemporal Spike Metric for Event Cameras.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., April, 2023

Picking Up Quantization Steps for Compressed Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., April, 2023

Nonlinear Transforms in Learned Image Compression From a Communication Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., April, 2023

1xN Pattern for Pruning Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

From Pose to Part: Weakly-Supervised Pose Evolution for Human Part Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

MFGNet: Dynamic Modality-Aware Filter Generation for RGB-T Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Learning Super-Resolution Reconstruction for High Temporal Resolution Spike Stream.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2023

Ultra-High Temporal Resolution Visual Reconstruction From a Fovea-Like Spike Camera via Spiking Neuron Model.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Population-Based Evolutionary Gaming for Unsupervised Person Re-identification.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2023

Machine Mindset: An MBTI Exploration of Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Unleashing the Power of CNN and Transformer for Balanced RGB-Event Video Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence.

[BibT_eX]

[DOI]

CoRR, 2023

HiFi-123: Towards High-fidelity One Image to 3D Content Generation.

[BibT_eX]

[DOI]

CoRR, 2023

SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

Deep recurrent spiking neural networks capture both static and dynamic representations of the visual cortex under movie stimuli.

[BibT_eX]

[DOI]

CoRR, 2023

Auto-Spikformer: Spikformer Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2023

Album Storytelling with Iterative Story-aware Captioning and Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Probabilistic Modeling: Proving the Lottery Ticket Hypothesis in Spiking Neural Network.

[BibT_eX]

[DOI]

CoRR, 2023

Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation.

[BibT_eX]

[DOI]

CoRR, 2023

Parallel Spiking Neurons with High Efficiency and Long-term Dependencies Learning Ability.

[BibT_eX]

[DOI]

CoRR, 2023

Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network.

[BibT_eX]

[DOI]

CoRR, 2023

Training Full Spike Neural Networks via Auxiliary Accumulation Pathway.

[BibT_eX]

[DOI]

CoRR, 2023

Spike-driven Transformer.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Hierarchical Adaptive Value Estimation for Multi-modal Visual Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Knowledge Prompt-tuning for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

HumVis: Human-Centric Visual Analysis System.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Event-Diffusion: Event-Based Image Reconstruction and Restoration with Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Motion-Decoupled Spiking Transformer for Audio-Visual Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

LocLoc: Low-level Cues and Local-area Guides for Weakly Supervised Object Localization.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Dynamic Belief for Decentralized Multi-Agent Cooperative Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Spikformer: When Spiking Neural Network Meets Transformer.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

A Unified Framework for Soft Threshold Pruning.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Learning Sparse Neural Networks with Identity Layers.

[BibT_eX]

[DOI]

Proceedings of the Image and Graphics - 12th International Conference, 2023

Stabilizing Visual Reinforcement Learning via Asymmetric Interactive Cooperation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Simoun: Synergizing Interactive Motion-appearance Understanding for Vision-based Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Meta Architecture for Point Cloud Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Optimized separable convolution: Yet another efficient convolution operator.

[BibT_eX]

[DOI]

AI Open, January, 2022

Tracking by Joint Local and Global Search: A Target-Aware Attention-Based Approach.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Filter Sketch for Network Pruning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

Asynchronous Spatio-Temporal Memory Network for Continuous Event-Based Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Revealing Fine Structures of the Retinal Receptive Field by Deep-Learning Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Neural System Identification With Spike-Triggered Non-Negative Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Fast Class-Wise Updating for Online Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Adversarial Reciprocal Points Learning for Open Set Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Million-scale Object Detection with Large Vision Model.

[BibT_eX]

[DOI]

CoRR, 2022

Event-based Monocular Dense Depth Estimation with Recurrent Transformers.

[BibT_eX]

[DOI]

CoRR, 2022

Meta Architecure for Point Cloud Analysis.

[BibT_eX]

[DOI]

CoRR, 2022

Revisiting Color-Event based Tracking: A Unified Network, Dataset, and Metric.

[BibT_eX]

[DOI]

CoRR, 2022

Annotation Efficient Person Re-Identification with Diverse Cluster-Based Pair Selection.

[BibT_eX]

[DOI]

CoRR, 2022

Transformations in Learned Image Compression from a Modulation Perspective.

[BibT_eX]

[DOI]

CoRR, 2022

Deep Reinforcement Learning with Spiking Q-learning.

[BibT_eX]

[DOI]

CoRR, 2022

1000x Faster Camera and Machine Vision with Ordinary Devices.

[BibT_eX]

[DOI]

CoRR, 2022

Spectrum Random Masking for Generalization in Image-based Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Visible Surface Area Estimation for Irregular Objects.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Temporal Up-Sampling for Asynchronous Events.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Learning Stereo Depth Estimation with Bio-Inspired Spike Cameras.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Modeling The Detection Capability Of High-Speed Spiking Cameras.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Masked Autoencoders for Point Cloud Self-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs.

[BibT_eX]

[DOI]

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Training-free Transformer Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

IntraQ: Learning Synthetic Images with Intra-Class Heterogeneity for Zero-Shot Network Quantization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Neural Architecture Search with Representation Mutual Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Fine-Grained Object Classification via Self-Supervised Pose Alignment.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Event-based Video Reconstruction via Potential-assisted Spiking Neural Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

ConformerDTI: Local Features Coupling Global Representations for Drug-Target Interaction Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Retinomorphic Object Detection in Asynchronous Visual Streams.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Motion-Aware Structured Matrix Factorization for Foreground Detection in Complex Scenes.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2021

Part-Guided Relational Transformers for Fine-Grained Visual Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Salient Object Detection With Purificatory Mechanism and Structural Similarity Loss.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Hyperspectral Image Restoration: Where Does the Low-Rank Property Exist.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Hybrid Coding of Spatiotemporal Spike Data for a Bio-Inspired Camera.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Dynamic Attention Guided Multi-Trajectory Analysis for Single Object Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Digital Retina: A Way to Make the City Brain More Efficient by Visual Coding.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Joint segmentation and detection of COVID-19 via a sequential region generation network.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

MIGO-NAS: Towards Fast and Generalizable Neural Architecture Search.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Ordinal Multi-Task Part Segmentation With Recurrent Prior Generation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Prioritized Subnet Sampling for Resource-Adaptive Supernet Training.

[BibT_eX]

[DOI]

CoRR, 2021

An Information Theory-inspired Strategy for Automatic Network Pruning.

[BibT_eX]

[DOI]

CoRR, 2021

Training Compact CNNs for Image Classification using Dynamic-coded Filter Fusion.

[BibT_eX]

[DOI]

CoRR, 2021

PanGu-α: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation.

[BibT_eX]

[DOI]

CoRR, 2021

Carrying out CNN Channel Pruning in a White Box.

[BibT_eX]

[DOI]

CoRR, 2021

Lottery Jackpots Exist in Pre-trained Models.

[BibT_eX]

[DOI]

CoRR, 2021

Distilling a Powerful Student Model via Online Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2021

Spike-based Residual Blocks.

[BibT_eX]

[DOI]

CoRR, 2021

Variationally and Intrinsically motivated reinforcement learning for decentralized traffic signal control.

[BibT_eX]

[DOI]

CoRR, 2021

PNPDet: Efficient Few-shot Detection without Forgetting via Plug-and-Play Sub-networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Deep Residual Learning in Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Revisiting Mid-Level Patterns for Cross-Domain Few-Shot Recognition.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Annotation-Efficient Untrimmed Video Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Retinomorphic Sensing: A Novel Paradigm for Future Multimedia Computing.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

How to Learn a Domain-Adaptive Event Simulator?

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Learnable Oriented-Derivative Network for Polyp Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Pruning of Deep Spiking Neural Networks through Gradient Rewiring.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Adaptive Multi-Scale Semantic Fusion Network For Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia & Expo Workshops, 2021

Generate And Adjust: A Novel Framework For Semi-Supervised Pedestrian Attribute Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia & Expo Workshops, 2021

Heterogeneous Relational Complement for Vehicle Re-identification.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

ReCU: Reviving the Dead Weights in Binary Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

NeuSpike-Net: High Speed Video Reconstruction via Bio-inspired Neuromorphic Cameras.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Allocating DNN Layers Computation Between Front-End Devices and The Cloud Server for Video Big Data Processing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Collaborative Intelligence: Challenges and Opportunities.

[BibT_eX]

[DOI]

Ivan V. Bajic

Weisi Lin

Proceedings of the IEEE International Conference on Acoustics, 2021

Short Video Performance Evaluation of AV1 Coding Tools.

[BibT_eX]

[DOI]

Proceedings of the 31st Data Compression Conference, 2021

Reducing Image Compression Artifacts for Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 31st Data Compression Conference, 2021

High-Speed Image Reconstruction Through Short-Term Plasticity for Spiking Cameras.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Towards More Flexible and Accurate Object Tracking With Natural Language: Algorithms and Benchmark.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Matching on Sets: Conquer Occluded Person Re-identification Without Alignment.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

A Convolutional Long Short-Term Memory Neural Network Based Prediction Model.

[BibT_eX]

[DOI]

Qi Wu

Yue Zhang

Int. J. Comput. Commun. Control, August, 2020

GAN-Driven Personalized Spatial-Temporal Private Data Sharing in Cyber-Physical Social Systems.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2020

Adaptation-Oriented Feature Projection for One-Shot Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Guest Editorial Multimedia Computing With Interpretable Machine Learning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Model-Guided Multi-Path Knowledge Aggregation for Aerial Saliency Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Joint Coding of Local and Global Deep Features in Videos for Visual Search.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Probabilistic inference of binary Markov random fields in spiking neural networks through mean-field approximation.

[BibT_eX]

[DOI]

Neural Networks, 2020

Reconstruction of natural visual scenes from neural spikes with deep neural networks.

[BibT_eX]

[DOI]

Neural Networks, 2020

Distortion-Adaptive Salient Object Detection in 360° Omnidirectional Images.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2020

Urban Multimedia Computing: Emerging Methods in Multimedia Computing for Urban Data Analysis and Applications.

[BibT_eX]

[DOI]

Abdulmotaleb El-Saddik

IEEE Multim., 2020

Intrinsic Relationship Reasoning for Small Object Detection.

[BibT_eX]

[DOI]

CoRR, 2020

Revisiting Mid-Level Patterns for Distant-Domain Few-Shot Recognition.

[BibT_eX]

[DOI]

CoRR, 2020

SEKD: Self-Evolving Keypoint Detection and Description.

[BibT_eX]

[DOI]

CoRR, 2020

Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection.

[BibT_eX]

[DOI]

CoRR, 2020

Filter Sketch for Network Pruning.

[BibT_eX]

[DOI]

CoRR, 2020

Global Co-occurrence Feature Learning and Active Coordinate System Conversion for Skeleton-based Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Compositional Few-Shot Recognition with Primitive Discovery and Enhancing.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Cooperative Bi-path Metric for Few-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Discriminative Spatial Feature Learning for Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Masked Face Recognition with Generative Data Augmentation and Domain Constrained Ranking.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Masked Face Recognition with Latent Part Detection.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Multimedia Intelligence: When Multimedia Meets Artificial Intelligence.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Anonymous Model Pruning for Compressing Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

Learning Compact Networks via Similarity-Aware Channel Pruning.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

Prune it Yourself: Automated Pruning by Multiple Level Sensitivity.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

End-Edge-Cloud Collaborative System: A Video Big Data Processing and Analysis Architecture.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

R-SiamNet: ROI-Align Pooling Baesd Siamese Network for Object Tracking.

[BibT_eX]

[DOI]

Lihui Su

Yaowei Wang

Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

BCData: A Large-Scale Dataset and Benchmark for Cell Detection and Counting.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Channel Pruning via Automatic Structure Search.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Multiple Expert Brainstorming for Domain Adaptive Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Open Set Network with Discriminative Reciprocal Points.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Binary Representation and High Efficient Compression of 3D CNN Features for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Data Compression Conference, 2020

Retina-Like Visual Image Reconstruction via Spiking Neural Model.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Rethinking Performance Estimation in Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

HRank: Filter Pruning Using High-Rank Feature Map.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Towards Accurate Low Bit-Width Quantization with Multiple Phase Adaptations.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Multiscale video sequence matching for near-duplicate detection and retrieval.

[BibT_eX]

[DOI]

Yuanyuan Yang

Multim. Tools Appl., 2019

Spike Coding for Dynamic Vision Sensor in Intelligent Driving.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2019

Residual-Based Post-Processing for HEVC.

[BibT_eX]

[DOI]

IEEE Multim., 2019

Hierarchical Deep Cosegmentation of Primary Objects in Aerial Videos.

[BibT_eX]

[DOI]

IEEE Multim., 2019

Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss.

[BibT_eX]

[DOI]

CoRR, 2019

Exploring Reciprocal Attention for Salient Object Detection by Cooperative Learning.

[BibT_eX]

[DOI]

CoRR, 2019

P-ODN: Prototype based Open Deep Network for Open Set Recognition.

[BibT_eX]

[DOI]

CoRR, 2019

Reconstruction of Natural Visual Scenes from Neural Spikes with Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Skeleton-Based 3D Object Retrieval Using Retina-Like Feature Descriptor.

[BibT_eX]

[DOI]

IEEE Access, 2019

3D Human Skeleton Data Compression for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Bi-directional Re-ranking for Person Re-identification.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

Semi-Siamese Network for Content-Based Video Relevance Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Learning Local Feature Descriptor with Motion Attribute For Vision-based Localization.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

2D LiDAR Map Prediction via Estimating Motion Flow with GRU.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Robotics and Automation, 2019

A Retina-Inspired Sampling Method for Visual Texture Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Event-Based Vision Enhanced: A Joint Detection Framework in Autonomous Driving.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Multi-Class Part Parsing With Joint Boundary-Semantic Awareness.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Selectivity or Invariance: Boundary-Aware Salient Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Efficient and Fast Coefficient Sign Inference for Video Coding.

[BibT_eX]

[DOI]

Proceedings of the Data Compression Conference, 2019

Spike Coding: Towards Lossy Compression for Dynamic Vision Sensor.

[BibT_eX]

[DOI]

Proceedings of the Data Compression Conference, 2019

An Efficient Coding Method for Spike Camera Using Inter-Spike Intervals.

[BibT_eX]

[DOI]

Proceedings of the Data Compression Conference, 2019

Part-Regularized Near-Duplicate Vehicle Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Joint Semantic and Latent Attribute Modelling for Cross-Class Transfer Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

PA-Search: Predicting units adaptive motion search for surveillance video coding.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2018

Selectivity or Invariance: Boundary-aware Salient Object Detection.

[BibT_eX]

[DOI]

CoRR, 2018

How Drones Look: Crowdsourced Knowledge Transfer for Aerial Video Saliency Prediction.

[BibT_eX]

[DOI]

CoRR, 2018

Characterizing Neuronal Circuits with Spike-triggered Non-negative Matrix Factorization.

[BibT_eX]

[DOI]

CoRR, 2018

Winner-Take-All as Basic Probabilistic Inference Unit of Neuronal Circuits.

[BibT_eX]

[DOI]

CoRR, 2018

Primary Object Segmentation in Aerial Videos via Hierarchical Temporal Slicing and Co-Segmentation.

[BibT_eX]

[DOI]

CoRR, 2018

A simple blind-denoising filter inspired by electrically coupled photoreceptors in the retina.

[BibT_eX]

[DOI]

CoRR, 2018

Greedy Hash: Towards Fast Optimization for Accurate Hash Coding in CNN.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Cross-Domain Adversarial Feature Learning for Sketch Re-identification.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Fast Compressed Domain Copy Detection with Motion Vector Imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Multi-Pose Learning based Head-Shoulder Re-identification.

[BibT_eX]

[DOI]

Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Hierarchical Temporal Memory Enhanced One-Shot Distance Learning for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

SFCM: Learn a Pooling Kernel for Weakly Supervised Object Localization.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

ODN: Opening the Deep Network for Open-Set Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Temporal Attentive Network for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Spike Coding for Dynamic Vision Sensors.

[BibT_eX]

[DOI]

Proceedings of the 2018 Data Compression Conference, 2018

Toward Efficient Simultaneous Detection and Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Deep Transfer Learning for Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

2017

Learning Discriminative Subspaces on Random Contrasts for Image Saliency Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Sequential Deep Trajectory Descriptor for Action Recognition With Three-Stream CNN.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Rate-Performance-Loss Optimization for Inter-Frame Deep Feature Coding From Videos.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Towards human-like and transhuman perception in AI 2.0: a review.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2017

Learning a Repression Network for Precise Vehicle Search.

[BibT_eX]

[DOI]

Qiantong Xu

Ke Yan

CoRR, 2017

YoTube: Searching Action Proposal via Recurrent and Static Regression Networks.

[BibT_eX]

[DOI]

CoRR, 2017

A fast skip and direction adaptive search algorithm for Sub-Pixel Motion Estimation on HEVC.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

Deep hashing with mixed supervised losses for image search.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

Deep hashing with multi-task learning for large-scale instance-level vehicle search.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

Search video action proposal with recurrent and static YOLO.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Exploiting Multi-grain Ranking Constraints for Precisely Searching Visually-similar Vehicles.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Learning Long-Term Dependencies for Action Recognition with a Biologically-Inspired Deep Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Spike Camera and Its Coding Methods.

[BibT_eX]

[DOI]

Siwei Dong

Proceedings of the 2017 Data Compression Conference, 2017

Image Saliency Analysis Based on Retina Simulation.

[BibT_eX]

[DOI]

Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

2016

Guest Editors' Introduction.

[BibT_eX]

[DOI]

Min Chen

Leonel Sousa

Int. J. Semantic Comput., 2016

Measuring Visual Surprise Jointly from Intrinsic and Extrinsic Contexts for Image Saliency Estimation.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2016

Ubiquitous Multimedia: Emerging Research on Multimedia Computing.

[BibT_eX]

[DOI]

Min Chen

Leonel Sousa

IEEE Multim., 2016

Fixed-point Gaussian Mixture Model for analysis-friendly surveillance video coding.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2016

shuttleNet: A biologically-inspired RNN with loop connection and parameter sharing.

[BibT_eX]

[DOI]

CoRR, 2016

Joint Network based Attention for Action Recognition.

[BibT_eX]

[DOI]

CoRR, 2016

Deep Transfer Learning for Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2016

CNN vs. SIFT for Image Retrieval: Alternative or Complementary?

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Joint Learning of Semantic and Latent Attributes.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Unsupervised Cross-Dataset Transfer Learning for Person Re-identification.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Deep Relative Distance Learning: Tell the Difference between Similar Vehicles.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

CNUSVM: Hybrid CNN-Uneven SVM Model for Imbalanced Visual Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Second International Conference on Multimedia Big Data, 2016

High-Efficiency Coding for Shaking Surveillance Videos Based on Global Motion Compensation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Second International Conference on Multimedia Big Data, 2016

2015

TASC: A Transformation-Aware Soft Cascading Approach for Multimodal Video Copy Detection.

[BibT_eX]

[DOI]

Mengren Qian

ACM Trans. Inf. Syst., 2015

Guest Editorial Multimedia: The Biggest Big Data.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Image saliency estimation via random walk guided by informativeness and latent signal correlations.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2015

Robust multiple cameras pedestrian detection with multi-view Bayesian network.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Finding the Secret of Image Saliency in the Frequency Domain.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Learning Complementary Saliency Priors for Foreground Object Segmentation in Complex Scenes.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

Multimedia Big Data.

[BibT_eX]

[DOI]

IEEE Multim., 2015

Quality-progressive coding for high bit-rate background frames on surveillance videos.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Detecting abnormal behaviors in surveillance videos based on fuzzy clustering and multiple Auto-Encoders.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Image deblurring using robust sparsity priors.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Detecting Rare Actions and Events from Surveillance Big Data with Bag of Dynamic Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

Performance Evaluation for AVS2 Scene Video Coding Techniques.

[BibT_eX]

[DOI]

Siwei Dong

Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

Swiss-System Based Cascade Ranking for Gait-Based Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Can We Beat DDoS Attacks in Clouds?

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2014

Optimizing the Hierarchical Prediction and Coding in HEVC for Surveillance and Conference Videos With Background Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Background-Modeling-Based Adaptive Prediction for Surveillance Video Coding.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Guest Editorial.

[BibT_eX]

[DOI]

J. Multim., 2014

Visual Saliency with Statistical Priors.

[BibT_eX]

[DOI]

Jia Li

Int. J. Comput. Vis., 2014

The IEEE 1857 Standard: Empowering Smart Video Surveillance Systems.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2014

Representing Visual Objects in HEVC Coding Loop.

[BibT_eX]

[DOI]

Siwei Dong

IEEE J. Emerg. Sel. Topics Circuits Syst., 2014

A refined object detection method based on HTM.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

Background-foreground division based search for motion estimation in surveillance video coding.

[BibT_eX]

[DOI]

Long Zhao

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Multi-view gait recognition with incomplete training data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Video picture-in-picture detection using spatio-temporal slicing.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Quality Assessment for Comparing Image Enhancement Algorithms.

[BibT_eX]

[DOI]

Zhengying Chen

Tingting Jiang

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Content-based copy detection through multimodal feature representation and temporal pyramid matching.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2013

Fast and Efficient Transcoding Based on Low-Complexity Background Modeling and Adaptive Block Classification.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2013

Selective Eigenbackground for Background Modeling and Subtraction in Crowded Scenes.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2013

Estimating Visual Saliency Through Single Image Optimization.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2013

Video Copy-Detection and Localization with a Scalable Cascading Framework.

[BibT_eX]

[DOI]

IEEE Multim., 2013

IEEE 1857: Boosting Video Applications in CPSS.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2013

A coding unit classification based AVC-to-HEVC transcoding with background modeling for surveillance videos.

[BibT_eX]

[DOI]

Proceedings of the 2013 Visual Communications and Image Processing, 2013

Wavelet based smoke detection method with RGB Contrast-image and shape constrain.

[BibT_eX]

[DOI]

Proceedings of the 2013 Visual Communications and Image Processing, 2013

Surveillance video coding with quadtree partition based ROI extraction.

[BibT_eX]

[DOI]

Proceedings of the 30th Picture Coding Symposium, 2013

Single underwater image enhancement with a new optical model.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

A background proportion adaptive Lagrange multiplier selection method for surveillance video on HEVC.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

MPLBoost-based mixture model for effective human detection with Deformable Part Model.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Pair-wise event detection using cubic features and sequence discriminant learning.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Overview of the IEEE 1857 surveillance groups.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

A system based on sequence learning for event detection in surveillance video.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Hierarchical-and-Adaptive Bit-Allocation with Selective Background Prediction for High Efficiency Video Coding (HEVC).

[BibT_eX]

[DOI]

Proceedings of the 2013 Data Compression Conference, 2013

2012

Group-Sensitive Multiple Kernel Learning for Object Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Societally connected multimedia across cultures.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

J. Zhejiang Univ. Sci. C, 2012

Low-complexity and high-efficiency background modeling for surveillance video coding.

[BibT_eX]

[DOI]

Proceedings of the 2012 Visual Communications and Image Processing, 2012

An efficient surveillance coding method based on a timely and bit-saving background updating model.

[BibT_eX]

[DOI]

Proceedings of the 2012 Visual Communications and Image Processing, 2012

PKU-NEC @TRECVID2012 SED : Uneven-Sequence Based Event Detection in Surveillance Video.

[BibT_eX]

[DOI]

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Robust and discriminative image authentication based on standard model feature.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Macro-Block-Level Selective Background Difference Coding for Surveillance Video.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Video Copy Detection Using a Soft Cascade of Multimodal Features.

[BibT_eX]

[DOI]

Menglin Jiang

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

A Fast and Performance-Maintained Transcoding Method Based on Background Modeling for Surveillance Video.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Multi-camera Pedestrian Detection with Multi-view Bayesian Network Model.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2012

Single and Multiple View Detection, Tracking and Video Analysis in Crowded Environments.

[BibT_eX]

[DOI]

Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

An Efficient Background Reconstruction Based Coding Method for Surveillance Videos Captured by Moving Camera.

[BibT_eX]

[DOI]

Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

Automatic Webcam-Based Human Heart Rate Measurements Using Laplacian Eigenmap.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2012

2011

Multi-Task Rank Learning for Visual Saliency Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2011

Salient region detection and segmentation for general object recognition and image understanding.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2011

PKU-IDM @TRECVID2011 CBCD: Content-Based Copy Detection with Cascade of Multimodal Features and Temporal Pyramid Matching.

[BibT_eX]

[DOI]

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

PKU-NEC @TRECVID2011 SED: Sequence-Based Event Detection in Surveillance Video.

[BibT_eX]

[DOI]

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Augmenting Image Processing with Social Tag Mining for Landmark Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 2011

A multimodal video copy detection approach with sequential pyramid matching.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Selective eigenbackgrounds method for background subtraction in crowed scenes.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

iULib: where UDL and Wikipedia could meet.

[BibT_eX]

[DOI]

Proceedings of the Imaging and Printing in a Web 2.0 World II, 2011

Robust and discriminative image authentication based on sparse coding.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Consumer Communications and Networking Conference, 2011

2010

Sequence Multi-Labeling: A Unified Video Annotation Scheme With Spatial and Temporal Context.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2010

Cost-Sensitive Rank Learning From Positive and Unlabeled Data for Visual Saliency Estimation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2010

Salient object extraction for user-targeted video content association.

[BibT_eX]

[DOI]

J. Zhejiang Univ. Sci. C, 2010

A ranking SVM based fusion model for cross-media meta-search engine.

[BibT_eX]

[DOI]

Ya-li Cao

J. Zhejiang Univ. Sci. C, 2010

Probabilistic Multi-Task Learning for Visual Saliency Estimation in Video.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2010

Per-Sample Multiple Kernel Approach for Visual Concept Learning.

[BibT_eX]

[DOI]

EURASIP J. Image Video Process., 2010

Vlogging: A survey of videoblogging technology on the web.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2010

Social Multimedia Computing.

[BibT_eX]

[DOI]

Computer, 2010

Mediaprinting: Identifying Multimedia Content for Digital Rights Management.

[BibT_eX]

[DOI]

Computer, 2010

PKU@TRECVID2010: Pair-Wise Event Detection in Surveillance Video.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Automatic interesting object extraction from images using complementary saliency maps.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Saliency detection based on 2D log-gabor wavelets and center bias.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Dynamic multi-cue tracking with detection responses association.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Video retargeting with multi-scale trajectory optimization.

[BibT_eX]

[DOI]

Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

ESUR: A system for Events detection in SURveillance video.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

2009

PKU@TRECVID2009: Single-Actor and Pair-Activity Event Detection in surveillance Video.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

DCT-Based Videoprinting on Saliency-Consistent Regions for Detecting Video Copies with Text Insertion.

[BibT_eX]

[DOI]

Rong Yang

Proceedings of the Advances in Multimedia Information Processing, 2009

A New Multiple Kernel Approach for Visual Concept Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 2009

Multiple kernel active learning for image classification.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

A dataset and evaluation methodology for visual saliency in video.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Group-sensitive multiple kernel learning for object categorization.

[BibT_eX]

[DOI]

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Content-Based Video Semantic Analysis.

[BibT_eX]

[DOI]

Proceedings of the Semantic Mining Technologies for Multimedia Databases., 2009

Semantic Classification and Annotation of Images.

[BibT_eX]

[DOI]

Proceedings of the Semantic Mining Technologies for Multimedia Databases., 2009

2008

Multi-polarity text segmentation using graph theory.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

PKU at ImageCLEF 2008: Experiments with Query Extension Techniques for Text-Based and Content-Based Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Large-Scale Cross-Media Retrieval of WikipediaMM Images with Textual and Visual Query Expansion.

[BibT_eX]

[DOI]

Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

2007

Towards multi-granularity multi-facet e-book retrieval.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on World Wide Web, 2007

2006

Learning Contextual Dependency Network Models for Link-Based Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Latent linkage semantic kernels for collective classification of link data.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2006

Context-based statistical relational learning.

[BibT_eX]

[DOI]

AI Commun., 2006

Improving the Image Retrieval Results Via Topic Coverage Graph.

[BibT_eX]

[DOI]

Kai Song

Proceedings of the Advances in Multimedia Information Processing, 2006

Diversifying the image retrieval results.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM International Conference on Multimedia, 2006

Keyphrase Extraction Using Semantic Networks Structure Analysis.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Robust Collective Classification with Contextual Dependency Network Models.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

Semantic Scoring Based on Small-World Phenomenon for Feature Selection in Text Mining.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2004

Two-phase Web site classification based on Hidden Markov Tree models.

[BibT_eX]

[DOI]

Web Intell. Agent Syst., 2004

Context-Based Classification for Link Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web-Based Learning, 2004

2003

Two-Phase Web Site Classification Based on Hidden Markov Tree Models.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

2002

Quantitatively evaluating the influence of online social interactions in the community-assisted digital library.

[BibT_eX]

[DOI]

TieJun Huang

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2002

2001

The Development of a Mobile Decision Support System.

[BibT_eX]

[DOI]

Wu Yeu