2024
Adversarial Graph Disentanglement With Component-Specific Aggregation.
IEEE Trans. Artif. Intell., May, 2024
Graph meets probabilistic generation model: A new perspective for graph disentanglement.
Pattern Recognit., April, 2024
Toward Accurate Binarized Neural Networks With Sparsity for Mobile Application.
IEEE Trans. Neural Networks Learn. Syst., January, 2024
Advance One-Shot Multispectral Instance Detection With Text's Supervision.
IEEE Signal Process. Lett., 2024
Late better than early: A decision-level information fusion approach for RGB-Thermal crowd counting with illumination awareness.
Neurocomputing, 2024
Automatic labelling framework for optical remote sensing object detection samples in a wide area using deep learning.
Expert Syst. Appl., 2024
Diff5T: Benchmarking Human Brain Diffusion MRI with an Extensive 5.0 Tesla K-Space and Spatial Dataset.
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CoRR, 2024
SamRobNODDI: Q-Space Sampling-Augmented Continuous Representation Learning for Robust and Generalized NODDI.
CoRR, 2024
FastGL: A GPU-Efficient Framework for Accelerating Sampling-Based GNN Training at Large Scale.
CoRR, 2024
AID-DTI: Accelerating High-fidelity Diffusion Tensor Imaging with Detail-preserving Model-based Deep Learning.
CoRR, 2024
RobNODDI: Robust NODDI Parameter Estimation with Adaptive Sampling under Continuous Representation.
CoRR, 2024
Technique Report of CVPR 2024 PBDL Challenges.
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CoRR, 2024
TernaryLLM: Ternarized Large Language Model.
CoRR, 2024
DeepMpMRI: Tensor-decomposition Regularized Learning for Fast and High-Fidelity Multi-Parametric Microstructural MR Imaging.
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CoRR, 2024
AID-DTI: Accelerating High-fidelity Diffusion Tensor Imaging with Detail-Preserving Model-based Deep Learning.
CoRR, 2024
Simultaneous q-Space Sampling Optimization and Reconstruction for Fast and High-fidelity Diffusion Magnetic Resonance Imaging.
CoRR, 2024
Land-sea classification based on the fast feature detection model for ICESat-2 ATL03 datasets.
Int. J. Appl. Earth Obs. Geoinformation, 2024
Satellite remote sensing and bathymetry co-driven deep neural network for coral reef shallow water benthic habitat classification.
Int. J. Appl. Earth Obs. Geoinformation, 2024
GraphLeak: Patient Record Leakage through Gradients with Knowledge Graph.
Proceedings of the ACM on Web Conference 2024, 2024
Opponent Modeling with In-context Search.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Efficient Multi-task Reinforcement Learning with Cross-Task Policy Guidance.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
CSR-dMRI: Continuous Super-Resolution of Diffusion MRI with Anatomical Structure-Assisted Implicit Neural Representation Learning.
Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024
Simultaneous Q-Space Sampling Optimization and Reconstruction for Fast and High-Fidelity Diffusion Magnetic Resonance Imaging.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Minimizing Weighted Counterfactual Regret with Optimistic Online Mirror Descent.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Towards Efficient Spiking Transformer: a Token Sparsification Framework for Training and Inference Acceleration.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Dynamic Discounted Counterfactual Regret Minimization.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Towards Offline Opponent Modeling with In-context Learning.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
MEGA: A Memory-Efficient GNN Accelerator Exploiting Degree-Aware Mixed-Precision Quantization.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024
Patch-Aware Sample Selection for Efficient Masked Image Modeling.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Not All Tasks Are Equally Difficult: Multi-Task Deep Reinforcement Learning with Dynamic Depth Routing.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
A Comprehensive Evaluation of Machine Learning and Classical Approaches for Spaceborne Active-Passive Fusion Bathymetry of Coral Reefs.
ISPRS Int. J. Geo Inf., September, 2023
Extremely Sparse Networks via Binary Augmented Pruning for Fast Image Classification.
IEEE Trans. Neural Networks Learn. Syst., August, 2023
GPENs: Graph Data Learning With Graph Propagation-Embedding Networks.
IEEE Trans. Neural Networks Learn. Syst., August, 2023
Towards Automatic Model Compression via a Unified Two-Stage Framework.
Pattern Recognit., August, 2023
Efficient Accelerator/Network Co-Search With Circular Greedy Reinforcement Learning.
IEEE Trans. Circuits Syst. II Express Briefs, July, 2023
Improving Extreme Low-Bit Quantization With Soft Threshold.
IEEE Trans. Circuits Syst. Video Technol., April, 2023
FSPN: End-to-end full-space pooling weakly supervised network for benthic habitat mapping using remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation, April, 2023
SCCNet: Self-correction boundary preservation with a dynamic class prior filter for high-variability ultrasound image segmentation.
Comput. Medical Imaging Graph., March, 2023
ECBC: Efficient Convolution via Blocked Columnizing.
IEEE Trans. Neural Networks Learn. Syst., 2023
ATF: An Alternating Training Framework for Weakly Supervised Face Alignment.
IEEE Trans. Multim., 2023
S&GDA: An Unsupervised Domain Adaptive Semantic Segmentation Framework Considering Both Imaging Scene and Geometric Domain Shifts.
IEEE Trans. Geosci. Remote. Sens., 2023
A Novel Ranging and IMU-Based Method for Relative Positioning of Two-MAV Formation in GNSS-Denied Environments.
Sensors, 2023
Optimization-Based Post-Training Quantization With Bit-Split and Stitching.
IEEE Trans. Pattern Anal. Mach. Intell., 2023
Not All Tasks Are Equally Difficult: Multi-Task Reinforcement Learning with Dynamic Depth Routing.
CoRR, 2023
Spiking NeRF: Making Bio-inspired Neural Networks See through the Real World.
CoRR, 2023
Enhancing Your Trained DETRs with Box Refinement.
CoRR, 2023
HPN: Personalized Federated Hyperparameter Optimization.
CoRR, 2023
A<sup>2</sup>Q: Aggregation-Aware Quantization for Graph Neural Networks.
CoRR, 2023
Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Towards Efficient and Accurate Winograd Convolution via Full Quantization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
MCUNeRF: Packing NeRF into an MCU with 1MB Memory.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
$\rm A^2Q$: Aggregation-Aware Quantization for Graph Neural Networks.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
On the Data-Efficiency with Contrastive Image Transformation in Reinforcement Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
TBERT: Dynamic BERT Inference with Top-k Based Predictors.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023
TinyNeRF: Towards 100 x Compression of Voxel Radiance Fields.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Asynchronous Event Processing with Local-Shift Graph Convolutional Network.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Adversarial Binary Mutual Learning for Semi-Supervised Deep Hashing.
IEEE Trans. Neural Networks Learn. Syst., 2022
MFHI: Taking Modality-Free Human Identification as Zero-Shot Learning.
IEEE Trans. Circuits Syst. Video Technol., 2022
Block Convolution: Toward Memory-Efficient Inference of Large-Scale CNNs on FPGA.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022
Action recognition via pose-based graph convolutional networks with intermediate dense supervision.
Pattern Recognit., 2022
DATE: Dual Assignment for End-to-End Fully Convolutional Object Detection.
CoRR, 2022
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results.
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CoRR, 2022
Revisiting L1 Loss in Super-Resolution: A Probabilistic View and Beyond.
CoRR, 2022
Q-ViT: Fully Differentiable Quantization for Vision Transformer.
CoRR, 2022
GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
PKD: General Distillation Framework for Object Detectors via Pearson Correlation Coefficient.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Ristretto: An Atomized Processing Architecture for Sparsity-Condensed Stream Flow in CNN.
Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022
Stacking More Linear Operations with Orthogonal Regularization to Learn Better.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Multi-granularity Pruning for Model Acceleration on Mobile Devices.
Proceedings of the Computer Vision - ECCV 2022, 2022
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results.
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Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
MENet: A Memory-Based Network with Dual-Branch for Efficient Event Stream Processing.
Proceedings of the Computer Vision, 2022
CIDBNet: A Consecutively-Interactive Dual-Branch Network for JPEG Compressed Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
AIM 2022 Challenge on Instagram Filter Removal: Methods and Results.
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Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
PalQuant: Accelerating High-Precision Networks on Low-Precision Accelerators.
Proceedings of the Computer Vision - ECCV 2022, 2022
RISPNet: A Network for Reversed Image Signal Processing.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report.
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Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Differentially Private Federated Learning with Local Regularization and Sparsification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
MixFormer: Mixing Features across Windows and Dimensions.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Towards Fully Sparse Training: Information Restoration with Spatial Similarity.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Unsupervised Network Quantization via Fixed-Point Factorization.
IEEE Trans. Neural Networks Learn. Syst., 2021
Extremely Lightweight Skeleton-Based Action Recognition With ShiftGCN++.
IEEE Trans. Image Process., 2021
Decoupled Two-Stage Crowd Counting and Beyond.
IEEE Trans. Image Process., 2021
SpatialFlow: Bridging All Tasks for Panoptic Segmentation.
IEEE Trans. Circuits Syst. Video Technol., 2021
3D-CenterNet: 3D object detection network for point clouds with center estimation priority.
Pattern Recognit., 2021
Joint Channel and Weight Pruning for Model Acceleration on Moblie Devices.
CoRR, 2021
Improving Binary Neural Networks through Fully Utilizing Latent Weights.
CoRR, 2021
Architecture Aware Latency Constrained Sparse Neural Networks.
CoRR, 2021
Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA.
CoRR, 2021
HIH: Towards More Accurate Face Alignment via Heatmap in Heatmap.
CoRR, 2021
Generative Zero-shot Network Quantization.
CoRR, 2021
Towards Binarized MobileNet via Structured Sparsity.
Proceedings of the Image and Graphics - 11th International Conference, 2021
Revisting Quantization Error in Face Alignment.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Dynamic Dual Gating Neural Networks.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Hardware Acceleration of Fully Quantized BERT for Efficient Natural Language Processing.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
LTNet: Light Transfer Network for Depth Guided Image Relighting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
Generative Zero-Shot Network Quantization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
You Only Look One-Level Feature.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Weakly Supervised Salient Object Detection with Box Annotation.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021
EBERT: Efficient BERT Inference with Dynamic Structured Pruning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
2020
Multi-View Image Classification With Visual, Semantic and View Consistency.
IEEE Trans. Image Process., 2020
Skeleton-Based Action Recognition With Multi-Stream Adaptive Graph Convolutional Networks.
IEEE Trans. Image Process., 2020
Multiview Semantic Representation for Visual Recognition.
IEEE Trans. Cybern., 2020
A Quantum-Inspired Similarity Measure for the Analysis of Complete Weighted Graphs.
IEEE Trans. Cybern., 2020
Few-Shot Visual Classification Using Image Pairs With Binary Transformation.
IEEE Trans. Circuits Syst. Video Technol., 2020
FSA: A Fine-Grained Systolic Accelerator for Sparse CNNs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020
Gesture recognition based on deep deformable 3D convolutional neural networks.
Pattern Recognit., 2020
Robust one-stage object detection with location-aware classifiers.
Pattern Recognit., 2020
Cross-modality paired-images generation and augmentation for RGB-infrared person re-identification.
Neural Networks, 2020
Bayesian Automatic Model Compression.
IEEE J. Sel. Top. Signal Process., 2020
Convolutional prototype learning for zero-shot recognition.
Image Vis. Comput., 2020
Taking Modality-free Human Identification as Zero-shot Learning.
CoRR, 2020
Decoupled Spatial-Temporal Attention Network for Skeleton-Based Action Recognition.
CoRR, 2020
SC4D: A Sparse 4D Convolutional Network for Skeleton-Based Action Recognition.
CoRR, 2020
From Anchor Generation to Distribution Alignment: Learning a Discriminative Embedding Space for Zero-Shot Recognition.
CoRR, 2020
A Hardware Descriptive Approach to Beetle Antennae Search.
IEEE Access, 2020
Revisiting Parameter Sharing for Automatic Neural Channel Number Search.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
ATF: Towards Robust Face Alignment via Leveraging Similarity and Diversity across Different Datasets.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Soft Threshold Ternary Networks.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
PEAN: 3D Hand Pose Estimation Adversarial Network.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Motion Complementary Network for Efficient Action Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Towards Accurate Post-training Network Quantization via Bit-Split and Stitching.
Proceedings of the 37th International Conference on Machine Learning, 2020
Rethinking The Pid Optimizer For Stochastic Optimization Of Deep Networks.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020
EEDNet: Enhanced Encoder-Decoder Network for AutoISP.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results.
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Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
Faster Person Re-identification.
Proceedings of the Computer Vision - ECCV 2020, 2020
BGGAN: Bokeh-Glass Generative Adversarial Network for Rendering Realistic Bokeh.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
AIM 2020 Challenge on Rendering Realistic Bokeh.
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Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
AIM 2020: Scene Relighting and Illumination Estimation Challenge.
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Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
ProxyBNN: Learning Binarized Neural Networks via Proxy Matrices.
Proceedings of the Computer Vision - ECCV 2020, 2020
An Ensemble Neural Network for Scene Relighting with Light Classification.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
Decoupling GCN with DropGraph Module for Skeleton-Based Action Recognition.
Proceedings of the Computer Vision - ECCV 2020, 2020
Hardware Acceleration of CNN with One-Hot Quantization of Weights and Activations.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020
Distribution-Induced Bidirectional Generative Adversarial Network for Graph Representation Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Skeleton-Based Action Recognition With Shift Graph Convolutional Network.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Towards Convolutional Neural Networks Compression via Global&Progressive Product Quantization.
Proceedings of the 31st British Machine Vision Conference 2020, 2020
Decoupled Spatial-Temporal Attention Network for Skeleton-Based Action-Gesture Recognition.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020
Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
M-NAS: Meta Neural Architecture Search.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Sparsity-Inducing Binarized Neural Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Semantically Modeling of Object and Context for Categorization.
IEEE Trans. Neural Networks Learn. Syst., 2019
Unsupervised and Semi-Supervised Image Classification With Weak Semantic Consistency.
IEEE Trans. Multim., 2019
Multiview, Few-Labeled Object Categorization by Predicting Labels With View Consistency.
IEEE Trans. Cybern., 2019
Edge Heuristic GAN for Non-Uniform Blind Deblurring.
IEEE Signal Process. Lett., 2019
BitStream: An efficient framework for inference of binary neural networks on CPUs.
Pattern Recognit. Lett., 2019
Diffusion induced graph representation learning.
Neurocomputing, 2019
Location-aware Upsampling for Semantic Segmentation.
CoRR, 2019
Semi-supervised Learning with Contrastive Predicative Coding.
CoRR, 2019
Color-Sensitive Person Re-Identification.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Reading selectively via Binary Input Gated Recurrent Unit.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Gesture Recognition Using Spatiotemporal Deformable Convolutional Representation.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
DeLTR: A Deep Learning Based Approach to Traffic Light Recognition.
Proceedings of the Image and Graphics - 10th International Conference, 2019
A System-Level Solution for Low-Power Object Detection.
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Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Skeleton-Based Action Recognition With Directed Graph Neural Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
K-Nearest Neighbors Hashing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
ODE-Inspired Network Design for Single Image Super-Resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
DeepSearch: A Fast Image Search Framework for Mobile Devices.
ACM Trans. Multim. Comput. Commun. Appl., 2018
Structured Weak Semantic Space Construction for Visual Categorization.
IEEE Trans. Neural Networks Learn. Syst., 2018
Image-Specific Classification With Local and Global Discriminations.
IEEE Trans. Neural Networks Learn. Syst., 2018
Object Categorization Using Class-Specific Representations.
IEEE Trans. Neural Networks Learn. Syst., 2018
Quantized CNN: A Unified Approach to Accelerate and Compress Convolutional Networks.
IEEE Trans. Neural Networks Learn. Syst., 2018
Multiview Label Sharing for Visual Representations and Classifications.
IEEE Trans. Multim., 2018
EgoGesture: A New Dataset and Benchmark for Egocentric Hand Gesture Recognition.
IEEE Trans. Multim., 2018
Incremental Codebook Adaptation for Visual Representation and Categorization.
IEEE Trans. Cybern., 2018
Recent advances in efficient computation of deep convolutional neural networks.
Frontiers Inf. Technol. Electron. Eng., 2018
Birds of a feather flock together: Visual representation with scale and class consistency.
Inf. Sci., 2018
Image-level classification by hierarchical structure learning with visual and semantic similarities.
Inf. Sci., 2018
A Quantum Spatial Graph Convolutional Neural Network using Quantum Passing Information.
CoRR, 2018
Adaptive Spectral Graph Convolutional Networks for Skeleton-Based Action Recognition.
CoRR, 2018
From Hashing to CNNs: Training BinaryWeight Networks via Hashing.
CoRR, 2018
BundleNet: Learning with Noisy Label via Sample Correlations.
IEEE Access, 2018
BitStream: Efficient Computing Architecture for Real-Time Low-Power Inference of Binary Neural Networks on CPUs.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018
Core-set based product quantization for large-scale multimedia search.
Proceedings of the 10th International Conference on Internet Multimedia Computing and Service, 2018
VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results.
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Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
VisDrone-SOT2018: The Vision Meets Drone Single-Object Tracking Challenge Results.
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Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Semi-supervised Generative Adversarial Hashing for Image Retrieval.
Proceedings of the Computer Vision - ECCV 2018, 2018
Training Binary Weight Networks via Semi-Binary Decomposition.
Proceedings of the Computer Vision - ECCV 2018, 2018
Learning Compression from Limited Unlabeled Data.
Proceedings of the Computer Vision - ECCV 2018, 2018
Block convolution: Towards memory-efficient inference of large-scale CNNs on FPGA.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018
Two-Step Quantization for Low-Bit Neural Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
From Hashing to CNNs: Training Binary Weight Networks via Hashing.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Pseudo Label based Unsupervised Deep Discriminative Hashing for Image Retrieval.
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Measuring Word Semantic Similarity Based on Transferred Vectors.
Proceedings of the Neural Information Processing - 24th International Conference, 2017
De-biased dart ensemble model for personalized recommendation.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
Egocentric Gesture Recognition Using Recurrent 3D Convolutional Neural Networks with Spatiotemporal Transformer Modules.
Proceedings of the IEEE International Conference on Computer Vision, 2017
Fixed-Point Factorized Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Fast K-means for Large Scale Clustering.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Bayesian Co-Boosting for Multi-modal Gesture Recognition.
Proceedings of the Gesture Recognition, 2017
2016
Guest Editorial: Image Analysis and Processing Leveraging Additional Information.
Multim. Tools Appl., 2016
Enriching one-class collaborative filtering with content information from social media.
Multim. Syst., 2016
LSSLP - Local structure sensitive label propagation.
Inf. Sci., 2016
Sequentially Supervised Long Short-Term Memory for Gesture Recognition.
Cogn. Comput., 2016
Accelerating Convolutional Neural Networks for Mobile Applications.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Learning to recognition from Bing Clickture data.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016
Quantized Convolutional Neural Networks for Mobile Devices.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
DeepBE: Learning Deep Binary Encoding for Multi-label Classification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
Shoot to Know What: An Application of Deep Networks on Mobile Devices.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Beyond Explicit Codebook Generation: Visual Representation Using Implicitly Transferred Codebooks.
IEEE Trans. Image Process., 2015
Learning latent semantic model with visual consistency for image analysis.
Multim. Tools Appl., 2015
DualDS: A dual discriminative rating elicitation framework for cold start recommendation.
Knowl. Based Syst., 2015
How friends affect user behaviors? An exploration of social relation analysis for recommendation.
Knowl. Based Syst., 2015
Image classification using boosted local features with random orientation and location selection.
Inf. Sci., 2015
Exploring Heterogeneity for Multi-Domain Recommendation with Decisive Factors Selection.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015
When Personalization Meets Conformity: Collective Similarity based Multi-Domain Recommendation.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Incremental Matrix Factorization via Feature Space Re-learning for Recommender System.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015
Learning Deep Features For MSR-bing Information Retrieval Challenge.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015
Hashing for Distributed Data.
Proceedings of the 32nd International Conference on Machine Learning, 2015
Concurrent group activity classification with context modeling.
Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015
Online sketching hashing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Personalized Recommendation Meets Your Next Favorite.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
2014
Data-Dependent Hashing Based on p-Stable Distribution.
IEEE Trans. Image Process., 2014
Bayesian co-boosting for multi-modal gesture recognition.
J. Mach. Learn. Res., 2014
Object categorization in sub-semantic space.
Neurocomputing, 2014
Beyond semantic attributes: Auxiliary feature discovery for image classification.
Neurocomputing, 2014
Feature Representation for Facial Expression Recognition Based on FACS and LBP.
Int. J. Autom. Comput., 2014
Semi-supervised multi-graph hashing for scalable similarity search.
Comput. Vis. Image Underst., 2014
Item group based pairwise preference learning for personalized ranking.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
Random subspace for binary codes learning in large scale image retrieval.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
Group latent factor model for recommendation with multiple user behaviors.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
Learning Binary Codes with Bagging PCA.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Community discovering guided cold-start recommendation: A discriminative approach.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014
Less is More: Sparse Representative based Preference Elicitation for Cold Start Recommendation.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014
Semi-randomized hashing for large scale data retrieval.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014
Adaptive Object Retrieval with Kernel Reconstructive Hashing.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Fast and Accurate Image Matching with Cascade Hashing for 3D Reconstruction.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Supervised Hashing with Soft Constraints.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Recommendation by Mining Multiple User Behaviors with Group Sparsity.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Script-to-Movie: A Computational Framework for Story Movie Composition.
IEEE Trans. Multim., 2013
Spectral Hashing With Semantically Consistent Graph for Image Indexing.
IEEE Trans. Multim., 2013
Object Detection Via Structural Feature Selection and Shape Model.
IEEE Trans. Image Process., 2013
Asymmetric propagation based batch mode active learning for image retrieval.
Signal Process., 2013
Dual local consistency hashing with discriminative projections selection.
Signal Process., 2013
Hierarchical Remote Sensing Image Analysis via Graph Laplacian Energy.
IEEE Geosci. Remote. Sens. Lett., 2013
Hashing with dual complementary projection learning for fast image retrieval.
Neurocomputing, 2013
TopRec: domain-specific recommendation through community topic mining in social network.
Proceedings of the 22nd International World Wide Web Conference, 2013
A Weighted One Class Collaborative Filtering with Content Topic Features.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013
Fusing multi-modal features for gesture recognition.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013
Subspace learning based active learning for image retrieval.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013
Attribute expansion with sequential learning for object classification.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013
Cost-sensitive background subtraction.
Proceedings of the IEEE International Conference on Image Processing, 2013
Semi-supervised discriminative preference elicitation for cold-start recommendation.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
2012
Real-Time Probabilistic Covariance Tracking With Efficient Model Update.
IEEE Trans. Image Process., 2012
Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis.
Pattern Recognit., 2012
An Incremental Structured Part Model for Image Classification.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012
Object detection via foreground contour feature selection and part-based shape model.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Improving Relevance Feedback for Image Retrieval with Asymmetric Sampling.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012
Modeling Hidden Topics with Dual Local Consistency for Image Analysis.
Proceedings of the Computer Vision - ACCV 2012, 2012
2011
Special edition on semi-supervised learning for visual content analysis and understanding.
Pattern Recognit., 2011
Image Quality Feedback-Based Adaptive Video Definition Improvement for the Space Manipulation Task.
Int. J. Image Graph., 2011
Correlated PLSA for Image Clustering.
Proceedings of the Advances in Multimedia Modeling, 2011
Robust movie character identification and the sensitivity analysis.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
Learning to detect salient region of image under weak supervision.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
Representative sampling with certainty propagation for image retrieval.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
TVParser: An automatic TV video parsing method.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Building topographic subspace model with transfer learning for sparse representation.
Neurocomputing, 2010
Visual Attention Model Based Object Tracking.
Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010
Abnormal Change Detection of Image Quality Metric Series Using Diffusion Process and Stopping Time Theory.
Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010
Personalized Sports Video Customization for Mobile Devices.
Proceedings of the Advances in Multimedia Modeling, 2010
A improved silhouette tracking approach integrating particle filter with graph cuts.
Proceedings of the IEEE International Conference on Acoustics, 2010
A co-Gaussian Process based framework for remote sensing image change detection.
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Effective Annotation and Search for Video Blogs with Integration of Context and Content Analysis.
IEEE Trans. Multim., 2009
Sports Video Analysis: Semantics Extraction, Editorial Content Creation and Adaptation.
J. Multim., 2009
A Novel Role-Based Movie Scene Segmentation Method.
Proceedings of the Advances in Multimedia Information Processing, 2009
A Variational Co-training Framework for Remote Sensing Image Segmentation.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
A Variational Bayesian Approach to Remote Sensing Image Change Detection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Semi-supervised Change Detection via Gaussian Processes.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Naming faces in films using hypergraph matching.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009
Multi-view multi-label active learning for image classification.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009
Human-centered picture slideshow personalization for mobile devices.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009
Human activity recognition based on the blob features.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009
Real-time visual tracking via Incremental Covariance Tensor Learning.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
A robust boosting tracker with minimum error bound in a co-training framework.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Active Learning for Relevance Feedback in Image Retrieval.
Proceedings of the Semantic Mining Technologies for Multimedia Databases., 2009
2008
Selective Sampling Based on Dynamic Certainty Propagation for Image Retrieval.
Proceedings of the Advances in Multimedia Modeling, 2008
Urban Change Detection based on Local Features and Multiscale Fusion.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
A Multilevel Contextual Approach to Change Detection for very high Resolution Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Multi-cue collaborative kernel tracking with cross ratio invariant constraint.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
A variational inference based approach for image segmentation.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Saliency Cuts: An automatic approach to object segmentation.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Hand posture recognition with co-training.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Change detection based on adaptive Markov Random Fields.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Automatic semantic annotation for video blogs.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008
Human-centered image navigation on mobile devices.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008
A novel contextual descriptors for category recognition.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008
Synchronization analysis for synchronized diving videos.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008
2007
Active learning for image retrieval with Co-SVM.
Pattern Recognit., 2007
Robust Speaking Face Identification for Video Analysis.
Proceedings of the Advances in Multimedia Information Processing, 2007
A Real-Time Hand Gesture Recognition Method.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007
Weighted Co-SVM for Image Retrieval with MVB Strategy.
Proceedings of the International Conference on Image Processing, 2007
Robust lip Localization on Multi-View Faces in Video.
Proceedings of the International Conference on Image Processing, 2007
Image Segmentation Using Co-EM Strategy.
Proceedings of the Computer Vision, 2007
2006
Ensemble learning for independent component analysis.
Pattern Recognit., 2006
Flexible background mixture models for foreground segmentation.
Image Vis. Comput., 2006
Multi-View Sampling for Relevance Feedback in Image Retrieval.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
2005
Supervised kernel locality preserving projections for face recognition.
Neurocomputing, 2005
A Cascaded Ensemble Learning for Independent Component Analysis.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
A Novel Adaptive Gaussian Mixture Model for Background Subtraction.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005
2004
Independent Component Analysis for Color Indexing.
IEICE Trans. Inf. Syst., 2004
A Spatial Weighted Color Histogram for Image Retrieval.
IEICE Trans. Inf. Syst., 2004
Improving ICA Performance for Modeling Image Appearance with the Kernel Trick.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004
Random Independent Subspace for Face Recognition.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004
Distance Based Kernel PCA Image Reconstruction.
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Texture Classification Using Kernel Independent Component Analysi.
Proceedings of the 17th International Conference on Pattern Recognition, 2004
A supervised nonlinear local embedding for face recognition.
Proceedings of the 2004 International Conference on Image Processing, 2004
Modeling Face Appearance With Nonlinear Independent Component Analysis.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004
Real-Time Infrared Object Tracking Based on Mean Shift.
Proceedings of the Progress in Pattern Recognition, 2004
2003
Image Retrieval Based on Independent Components of Color Histograms.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
Face Recognition Using Overcomplete Independent Component Analysis.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003