Chang Xu

CoRR, 2024

Surgical Triplet Recognition via Diffusion Model.

[BibT_eX]

[DOI]

CoRR, 2024

Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model.

[BibT_eX]

[DOI]

Yuheng Shi

CoRR, 2024

NeRF2Points: Large-Scale Point Cloud Generation From Street Views' Radiance Field Optimization.

[BibT_eX]

[DOI]

CoRR, 2024

Collage Prompting: Budget-Friendly Visual Recognition with GPT-4V.

[BibT_eX]

[DOI]

CoRR, 2024

EfficientVMamba: Atrous Selective Scan for Light Weight Visual Mamba.

[BibT_eX]

[DOI]

Xiaohuan Pei

Tao Huang

CoRR, 2024

LocalMamba: Visual State Space Model with Windowed Selective Scan.

[BibT_eX]

[DOI]

CoRR, 2024

Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models.

[BibT_eX]

[DOI]

CoRR, 2024

Visual Imitation Learning with Calibrated Contrastive Representation.

[BibT_eX]

[DOI]

CoRR, 2024

Image Anomaly Detection Based on Controllable Self-Augmentation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

Boosting Diffusion Models with an Adaptive Momentum Sampler.

[BibT_eX]

[DOI]

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

Detecting Any instruction-to-answer interaction relationship: Universal Instruction-to-Answer Navigator for Med-VQA.

[BibT_eX]

[DOI]

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

Bridging Data Gaps in Diffusion Models with Adversarial Noise-Based Transfer Learning.

[BibT_eX]

[DOI]

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

Imitation Learning from Purified Demonstrations.

[BibT_eX]

[DOI]

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

GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision Transformer.

[BibT_eX]

[DOI]

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

Data-efficient Large Vision Models through Sequential Autoregression.

[BibT_eX]

[DOI]

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

A Benchmark Study on Calibration.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Neural Architecture Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

TCNAS: Transformer Architecture Evolving in Code Clone Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Beyond the Limit of Weight-Sharing: Pioneering Space-Evolving NAS with Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Adapt Without Forgetting: Distill Proximity from Dual Teachers in Vision-Language Models.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Visual Prompting via Partial Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Active Generation for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Residual Learning in Diffusion Models.

[BibT_eX]

[DOI]

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

Random Entangled Tokens for Adversarially Robust Vision Transformer.

[BibT_eX]

[DOI]

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

Towards Memorization-Free Diffusion Models.

[BibT_eX]

[DOI]

Chen Chen

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

AMD: Autoregressive Motion Diffusion.

[BibT_eX]

[DOI]

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

2023

Skeleton-Based Human Motion Prediction With Privileged Supervision.

[BibT_eX]

[DOI]

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

Learning Degradation-Robust Spatiotemporal Frequency-Transformer for Video Super-Resolution.

[BibT_eX]

[DOI]

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

SFHN: Spatial-Frequency Domain Hybrid Network for Image Super-Resolution.

[BibT_eX]

[DOI]

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

Searching for Network Width With Bilaterally Coupled Network.

[BibT_eX]

[DOI]

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

Neural Architecture Search via Proxy Validation.

[BibT_eX]

[DOI]

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

Adversarial Recurrent Time Series Imputation.

[BibT_eX]

[DOI]

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

Bilinear Graph Networks for Visual Question Answering.

[BibT_eX]

[DOI]

Dalu Guo

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

Improving Lightweight AdderNet via Distillation From ℓ<sub>2</sub> to ℓ<sub>1</sub>-norm.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Not All Steps are Equal: Efficient Generation with Progressive Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2023

Detecting Any Human-Object Interaction Relationship: Universal HOI Detector with Spatial Prompt Learning on Foundation Models.

[BibT_eX]

[DOI]

CoRR, 2023

Open X-Embodiment: Robotic Learning Datasets and RT-X Models.

[BibT_eX]

[DOI]

CoRR, 2023

Imitation Learning from Purified Demonstration.

[BibT_eX]

[DOI]

CoRR, 2023

Parameter-Saving Adversarial Training: Reinforcing Multi-Perturbation Robustness via Hypernetworks.

[BibT_eX]

[DOI]

CoRR, 2023

MM-NeRF: Multimodal-Guided 3D Multi-Style Transfer of Neural Radiance Field.

[BibT_eX]

[DOI]

CoRR, 2023

Efficient Transfer Learning in Diffusion Models via Adversarial Noise.

[BibT_eX]

[DOI]

CoRR, 2023

CoNe: Contrast Your Neighbours for Supervised Image Classification.

[BibT_eX]

[DOI]

CoRR, 2023

Learning Structure-Guided Diffusion Model for 2D Human Pose Estimation.

[BibT_eX]

[DOI]

CoRR, 2023

GPT Self-Supervision for a Better Data Annotator.

[BibT_eX]

[DOI]

Xiaohuan Pei

Yanxi Li

CoRR, 2023

VanillaKD: Revisit the Power of Vanilla Knowledge Distillation from Small Scale to Large Scale.

[BibT_eX]

[DOI]

CoRR, 2023

AMD: Autoregressive Motion Diffusion.

[BibT_eX]

[DOI]

CoRR, 2023

Can GPT-4 Perform Neural Architecture Search?

[BibT_eX]

[DOI]

CoRR, 2023

Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection.

[BibT_eX]

[DOI]

CoRR, 2023

Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense.

[BibT_eX]

[DOI]

Zunzhi You

CoRR, 2023

Contrastive Sampling Chains in Diffusion Models.

[BibT_eX]

[DOI]

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

Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense.

[BibT_eX]

[DOI]

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

Adversarial Robustness through Random Weight Sampling.

[BibT_eX]

[DOI]

Yanxiang Ma

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

Knowledge Diffusion for Distillation.

[BibT_eX]

[DOI]

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

One-for-All: Bridge the Gap Between Heterogeneous Architectures in Knowledge Distillation.

[BibT_eX]

[DOI]

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

Revisit the Power of Vanilla Knowledge Distillation: from Small Scale to Large Scale.

[BibT_eX]

[DOI]

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

Stable Diffusion is Unstable.

[BibT_eX]

[DOI]

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

Rethinking Conditional Diffusion Sampling with Progressive Guidance.

[BibT_eX]

[DOI]

Anh-Dung Dinh

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

Detecting Any Human-Object Interaction Relationship: Universal HOI Detector with Spatial Prompt Learning on Foundation Models.

[BibT_eX]

[DOI]

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

Learning to Schedule in Diffusion Probabilistic Models.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

MultiDrop: A Local Rademacher Complexity-Based Regularization for Multitask Models.

[BibT_eX]

[DOI]

Ziqing Lu

Proceedings of the International Joint Conference on Neural Networks, 2023

Calibrating a Deep Neural Network with Its Predecessors.

[BibT_eX]

[DOI]

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

Dual Focal Loss for Calibration.

[BibT_eX]

[DOI]

Linwei Tao

Proceedings of the International Conference on Machine Learning, 2023

PixelAsParam: A Gradient View on Diffusion Sampling with Guidance.

[BibT_eX]

[DOI]

AnhDung Dinh

Proceedings of the International Conference on Machine Learning, 2023

Masked Distillation with Receptive Tokens.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

DiffNAS: Bootstrapping Diffusion Models by Prompting for Better Architectures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

SimMatchV2: Semi-Supervised Learning with Graph Consistency.

[BibT_eX]

[DOI]

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

What Can Simple Arithmetic Operations Do for Temporal Modeling?

[BibT_eX]

[DOI]

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

Diffusion Action Segmentation.

[BibT_eX]

[DOI]

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

Personalized Image Generation for Color Vision Deficiency Population.

[BibT_eX]

[DOI]

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

Speech4Mesh: Speech-Assisted Monocular 3D Facial Reconstruction for Speech-Driven 3D Facial Animation.

[BibT_eX]

[DOI]

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

Re-mine, Learn and Reason: Exploring the Cross-modal Semantic Correlations for Language-guided HOI detection.

[BibT_eX]

[DOI]

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

PSVT: End-to-End Multi-Person 3D Pose and Shape Estimation with Progressive Video Transformers.

[BibT_eX]

[DOI]

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

Trade-off between Robustness and Accuracy of Vision Transformers.

[BibT_eX]

[DOI]

Yanxi Li

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

Adversarial Robustness via Random Projection Filters.

[BibT_eX]

[DOI]

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

Private Image Generation with Dual-Purpose Auxiliary Classifier.

[BibT_eX]

[DOI]

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

ContraFeat: Contrasting Deep Features for Semantic Discovery.

[BibT_eX]

[DOI]

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

Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations.

[BibT_eX]

[DOI]

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

Unlabeled Imperfect Demonstrations in Adversarial Imitation Learning.

[BibT_eX]

[DOI]

Yunke Wang

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

Neural Architecture Search for Wide Spectrum Adversarial Robustness.

[BibT_eX]

[DOI]

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

2022

V-SVR+: Support Vector Regression With Variational Privileged Information.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

TOAN: Target-Oriented Alignment Network for Fine-Grained Image Categorization With Few Labeled Samples.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

LocalDrop: A Hybrid Regularization for Deep Neural Networks.

[BibT_eX]

[DOI]

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

Learning Versatile Convolution Filters for Efficient Visual Recognition.

[BibT_eX]

[DOI]

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

Optimizing Latent Distributions for Non-Adversarial Generative Networks.

[BibT_eX]

[DOI]

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

Neural architecture tuning with policy adaptation.

[BibT_eX]

[DOI]

Neurocomputing, 2022

GhostNets on Heterogeneous Devices via Cheap Operations.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2022

Learning Spatiotemporal Frequency-Transformer for Low-Quality Video Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2022

FastMIM: Expediting Masked Image Modeling Pre-training for Vision.

[BibT_eX]

[DOI]

CoRR, 2022

Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations.

[BibT_eX]

[DOI]

CoRR, 2022

LightViT: Towards Light-Weight Convolution-Free Vision Transformers.

[BibT_eX]

[DOI]

CoRR, 2022

Relational Self-Supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Multi-Tailed Vision Transformer for Efficient Inference.

[BibT_eX]

[DOI]

Yunke Wang

CoRR, 2022

Vulnerability Detection Using Deep Learning Based Function Classification.

[BibT_eX]

[DOI]

Proceedings of the Network and System Security - 16th International Conference, 2022

GhostNetV2: Enhance Cheap Operation with Long-Range Attention.

[BibT_eX]

[DOI]

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

Random Normalization Aggregation for Adversarial Defense.

[BibT_eX]

[DOI]

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

Searching for Better Spatio-temporal Alignment in Few-Shot Action Recognition.

[BibT_eX]

[DOI]

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

Knowledge Distillation from A Stronger Teacher.

[BibT_eX]

[DOI]

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

Sufficient Vision Transformer.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Spatial-Channel Token Distillation for Vision MLPs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Relational Surrogate Loss Learning.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Self-Attention Gated Cognitive Diagnosis For Faster Adaptive Educational Assessments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Contrastive Code-Comment Pre-training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Data Agnostic Filter Gating For Efficient Deep Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

One Size Does NOT Fit All: Data-Adaptive Adversarial Training.

[BibT_eX]

[DOI]

Shuo Yang

Proceedings of the Computer Vision - ECCV 2022, 2022

ViTAS: Vision Transformer Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

SimMatch: Semi-supervised Learning with Similarity Matching.

[BibT_eX]

[DOI]

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

DeepFake Disrupter: The Detector of DeepFake Is My Friend.

[BibT_eX]

[DOI]

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

An Image Patch is a Wave: Phase-Aware Vision MLP.

[BibT_eX]

[DOI]

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

Patch Slimming for Efficient Vision Transformers.

[BibT_eX]

[DOI]

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

Hire-MLP: Vision MLP via Hierarchical Rearrangement.

[BibT_eX]

[DOI]

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

CMT: Convolutional Neural Networks Meet Vision Transformers.

[BibT_eX]

[DOI]

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

DyRep: Bootstrapping Training with Dynamic Re-parameterization.

[BibT_eX]

[DOI]

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

GreedyNASv2: Greedier Search with a Greedy Path Filter.

[BibT_eX]

[DOI]

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

2021

Learning Student Networks via Feature Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Open-Set Hypothesis Transfer With Semantic Consistency.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Learning to reweight examples in multi-label classification.

[BibT_eX]

[DOI]

Yongjian Zhong

Neural Networks, 2021

CMT: Convolutional Neural Networks Meet Vision Transformers.

[BibT_eX]

[DOI]

CoRR, 2021

Vision Transformer Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2021

Adder Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

ReSSL: Relational Self-Supervised Learning with Weak Augmentation.

[BibT_eX]

[DOI]

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

Learning Frequency Domain Approximation for Binary Neural Networks.

[BibT_eX]

[DOI]

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

Augmented Shortcuts for Vision Transformers.

[BibT_eX]

[DOI]

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

Neural Architecture Dilation for Adversarial Robustness.

[BibT_eX]

[DOI]

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

Handling Long-tailed Feature Distribution in AdderNets.

[BibT_eX]

[DOI]

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

Towards Stable and Robust AdderNets.

[BibT_eX]

[DOI]

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

An Empirical Study of Adder Neural Networks for Object Detection.

[BibT_eX]

[DOI]

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

Workshop on Model Mining.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

PLP 2021: Workshop on Programming Language Processing.

[BibT_eX]

[DOI]

Siqi Ma

David Lo

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Robust Adversarial Imitation Learning via Adaptively-Selected Demonstrations.

[BibT_eX]

[DOI]

Yunke Wang

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

Commutative Lie Group VAE for Disentanglement Learning.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Learning to Weight Imperfect Demonstrations.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Locally Free Weight Sharing for Network Width Search.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Structure-Aware Stabilization of Adversarial Robustness with Massive Contrastive Adversaries.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

DeepFake MNIST+: A DeepFake Facial Animation Dataset.

[BibT_eX]

[DOI]

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

Weakly Supervised Contrastive Learning.

[BibT_eX]

[DOI]

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

Learning Frequency-aware Dynamic Network for Efficient Super-Resolution.

[BibT_eX]

[DOI]

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

Where and What? Examining Interpretable Disentangled Representations.

[BibT_eX]

[DOI]

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

HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens.

[BibT_eX]

[DOI]

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

ReNAS: Relativistic Evaluation of Neural Architecture Search.

[BibT_eX]

[DOI]

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

Manifold Regularized Dynamic Network Pruning.

[BibT_eX]

[DOI]

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

BCNet: Searching for Network Width With Bilaterally Coupled Network.

[BibT_eX]

[DOI]

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

Prioritized Architecture Sampling With Monto-Carlo Tree Search.

[BibT_eX]

[DOI]

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

AdderSR: Towards Energy Efficient Image Super-Resolution.

[BibT_eX]

[DOI]

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

Positive-Unlabeled Data Purification in the Wild for Object Detection.

[BibT_eX]

[DOI]

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

Distilling Object Detectors via Decoupled Features.

[BibT_eX]

[DOI]

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

Learning Student Networks in the Wild.

[BibT_eX]

[DOI]

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

Pre-Trained Image Processing Transformer.

[BibT_eX]

[DOI]

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

Adversarial Robustness through Disentangled Representations.

[BibT_eX]

[DOI]

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

One-shot Graph Neural Architecture Search with Dynamic Search Space.

[BibT_eX]

[DOI]

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

PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning.

[BibT_eX]

[DOI]

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

2020

Graph Edge Convolutional Neural Networks for Skeleton-Based Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Iterative Privileged Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Robust Student Network Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Discriminative Multi-View Privileged Information Learning for Image Re-Ranking.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Long-Term Video Prediction via Criticization and Retrospection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Self-Supervised Pose Adaptation for Cross-Domain Image Animation.

[BibT_eX]

[DOI]

Chaoyue Wang

IEEE Trans. Artif. Intell., 2020

Joint hyperspectral unmixing for urban computing.

[BibT_eX]

[DOI]

GeoInformatica, 2020

An innovative multi-label learning based algorithm for city data computing.

[BibT_eX]

[DOI]

GeoInformatica, 2020

Data Agnostic Filter Gating for Efficient Deep Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Adversarially Robust Neural Architectures.

[BibT_eX]

[DOI]

CoRR, 2020

Multi-Task Pruning for Semantic Segmentation Networks.

[BibT_eX]

[DOI]

CoRR, 2020

HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens.

[BibT_eX]

[DOI]

CoRR, 2020

TOAN: Target-Oriented Alignment Network for Fine-Grained Image Categorization with Few Labeled Samples.

[BibT_eX]

[DOI]

CoRR, 2020

Discernible Compressed Images via Deep Perception Consistency.

[BibT_eX]

[DOI]

CoRR, 2020

Robust learning with imperfect privileged information.

[BibT_eX]

[DOI]

Artif. Intell., 2020

UnModNet: Learning to Unwrap a Modulo Image for High Dynamic Range Imaging.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Searching for Low-Bit Weights in Quantized Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Kernel Based Progressive Distillation for Adder Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

SCOP: Scientific Control for Reliable Neural Network Pruning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Adapting Neural Architectures Between Domains.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Discernible Image Compression.

[BibT_eX]

[DOI]

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

Neural Architecture Search in A Proxy Validation Loss Landscape.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Training Binary Neural Networks through Learning with Noisy Supervision.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Learning Disentangled Representations with Latent Variation Predictability.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

On Dropping Clusters to Regularize Graph Convolutional Neural Networks.

[BibT_eX]

[DOI]

Xikun Zhang

Proceedings of the Computer Vision - ECCV 2020, 2020

Optical Flow Distillation: Towards Efficient and Stable Video Style Transfer.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

DAN: Dual-View Representation Learning for Adapting Stance Classifiers to New Domains.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

CARS: Continuous Evolution for Efficient Neural Architecture Search.

[BibT_eX]

[DOI]

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

A Semi-Supervised Assessor of Neural Architectures.

[BibT_eX]

[DOI]

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

Neuromorphic Camera Guided High Dynamic Range Imaging.

[BibT_eX]

[DOI]

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

GhostNet: More Features From Cheap Operations.

[BibT_eX]

[DOI]

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

On Positive-Unlabeled Classification in GAN.

[BibT_eX]

[DOI]

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

Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection.

[BibT_eX]

[DOI]

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

AdderNet: Do We Really Need Multiplications in Deep Learning?

[BibT_eX]

[DOI]

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

Frequency Domain Compact 3D Convolutional Neural Networks.

[BibT_eX]

[DOI]

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

Context Aware Graph Convolution for Skeleton-Based Action Recognition.

[BibT_eX]

[DOI]

Xikun Zhang

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

Assessing Social License to Operate from the Public Discourse on Social Media.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Reborn Filters: Pruning Convolutional Neural Networks with Limited Data.

[BibT_eX]

[DOI]

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

Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks.

[BibT_eX]

[DOI]

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

Efficient Residual Dense Block Search for Image Super-Resolution.

[BibT_eX]

[DOI]

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

Learning Student Networks with Few Data.

[BibT_eX]

[DOI]

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

Distilling Portable Generative Adversarial Networks for Image Translation.

[BibT_eX]

[DOI]

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

2019

Enhancing the Robustness of Neural Collaborative Filtering Systems Under Malicious Attacks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

ROMIR: Robust Multi-View Image Re-Ranking.

[BibT_eX]

[DOI]

Ramamohanarao Kotagiri

IEEE Trans. Knowl. Data Eng., 2019

Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Evolutionary Generative Adversarial Networks.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

Learning structured and non-redundant representations with deep neural networks.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Packing Convolutional Neural Networks in the Frequency Domain.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

RNAS: Architecture Ranking for Powerful Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Balanced Binary Neural Networks with Gated Residual.

[BibT_eX]

[DOI]

CoRR, 2019

Full-Stack Filters to Build Minimum Viable CNNs.

[BibT_eX]

[DOI]

CoRR, 2019

Graph Reasoning Networks for Visual Question Answering.

[BibT_eX]

[DOI]

Dalu Guo

CoRR, 2019

Bringing Giant Neural Networks Down to Earth with Unlabeled Data.

[BibT_eX]

[DOI]

CoRR, 2019

Multi-view Vector-valued Manifold Regularization for Multi-label Image Classification.

[BibT_eX]

[DOI]

CoRR, 2019

Point Cloud Generation From Multiple Angles of Voxel Grids.

[BibT_eX]

[DOI]

IEEE Access, 2019

Spatial-Temporal Attention-Based Human Dynamics Retrospection.

[BibT_eX]

[DOI]

IEEE Access, 2019

Positive-Unlabeled Compression on the Cloud.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning from Bad Data via Generation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning Instance-wise Sparsity for Accelerating Deep Models.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Attribute Aware Pooling for Pedestrian Attribute Recognition.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

On Retrospecting Human Dynamics with Attention.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Crafting Efficient Neural Graph of Large Entropy.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

LegoNet: Efficient Convolutional Neural Networks with Lego Filters.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Reinforced Molecule Generation with Heterogeneous States.

[BibT_eX]

[DOI]

Fangzhou Shi

Shan You

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Approximated Bilinear Modules for Temporal Modeling.

[BibT_eX]

[DOI]

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

Co-Evolutionary Compression for Unpaired Image Translation.

[BibT_eX]

[DOI]

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

Self-Supervised Representation Learning From Multi-Domain Data.

[BibT_eX]

[DOI]

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

Data-Free Learning of Student Networks.

[BibT_eX]

[DOI]

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

Adversarial Watermarking to Attack Deep Neural Networks.

[BibT_eX]

[DOI]

Gengxing Wang

Xinyuan Chen

Proceedings of the IEEE International Conference on Acoustics, 2019

Image-Question-Answer Synergistic Network for Visual Dialog.

[BibT_eX]

[DOI]

Dalu Guo

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

Self-Supervised Representation Learning by Rotation Feature Decoupling.

[BibT_eX]

[DOI]

Damith Chinthana Ranasinghe

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

STRIP: a defence against trojan attacks on deep neural networks.

[BibT_eX]

[DOI]

Surya Nepal

Proceedings of the 35th Annual Computer Security Applications Conference, 2019

Recognising Agreement and Disagreement between Stances with Reason Comparing Networks.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Deep Hierarchical Graph Convolution for Election Prediction from Geospatial Census Data.

[BibT_eX]

[DOI]

Mike Li

Elija Perrier

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Smooth Deep Image Generator from Noises.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Perceptual Adversarial Networks for Image-to-Image Transformation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Cost-Sensitive Feature Selection by Optimizing F-Measures.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Multi-Task Learning for Blind Source Separation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Matrix Factorization for Collaborative Budget Allocation.

[BibT_eX]

[DOI]

Yali Du

IEEE Trans Autom. Sci. Eng., 2018

Multi-view manifold learning with locality alignment.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Discriminative multi-view Privileged Information learning for image re-ranking.

[BibT_eX]

[DOI]

CoRR, 2018

Learning Versatile Filters for Efficient Convolutional Neural Networks.

[BibT_eX]

[DOI]

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

Towards Evolutionary Compression.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

R-SVM+: Robust Learning with Privileged Information.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Independent Feature and Label Components for Multi-label Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Online Dictionary Learning with Confidence.

[BibT_eX]

[DOI]

Shan You

Proceedings of the IEEE International Conference on Data Mining, 2018

Historical Gradient Boosting Machine.

[BibT_eX]

[DOI]

Proceedings of the GCAI-2018, 2018

Attention-GAN for Object Transfiguration in Wild Images.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Cross-Target Stance Classification with Self-Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Learning With Single-Teacher Multi-Student.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Adversarial Learning of Portable Student Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Reinforced Multi-Label Image Classification by Exploring Curriculum.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

DCT Regularized Extreme Visual Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Discriminative Multi-View Interactive Image Re-Ranking.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Diversified dictionaries for multi-instance learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

SPA: Spatially Pooled Attributes for image retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Towards Evolutional Compression.

[BibT_eX]

[DOI]

CoRR, 2017

Learning from Multiple Teacher Networks.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Privileged Multi-label Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-Positive and Unlabeled Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Tag Disentangled Generative Adversarial Network for Object Image Re-rendering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Fast SVM Trained by Divide-and-Conquer Anchors.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Collaborative Rating Allocation.

[BibT_eX]

[DOI]

Yali Du

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Privileged Matrix Factorization for Collaborative Filtering.

[BibT_eX]

[DOI]

Yali Du

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Beyond Filters: Compact Feature Map for Portable Deep Model.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Beyond RPCA: Flattening Complex Noise in the Frequency Domain.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Cost-Sensitive Feature Selection via F-Measure Optimization Reduction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Local Rademacher Complexity for Multi-Label Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

SERVE: Soft and Equalized Residual VEctors for image retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Streaming Label Learning for Modeling Labels on the Fly.

[BibT_eX]

[DOI]

CoRR, 2016

Streaming View Learning.

[BibT_eX]

[DOI]

CoRR, 2016

Parts for the Whole: The DCT Norm for Extreme Visual Recovery.

[BibT_eX]

[DOI]

CoRR, 2016

CNNpack: Packing Convolutional Neural Networks in the Frequency Domain.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Robust Extreme Multi-label Learning.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015

Multi-View Learning With Incomplete Views.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Multi-Task Pose-Invariant Face Recognition.

[BibT_eX]

[DOI]

Changxing Ding

IEEE Trans. Image Process., 2015

Multi-View Intact Space Learning.

[BibT_eX]

[DOI]

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

Large-margin multi-view Gaussian process.

[BibT_eX]

[DOI]

Multim. Syst., 2015

Multi-view Self-Paced Learning for Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Large-Margin Multi-Label Causal Feature Learning.

[BibT_eX]

[DOI]

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

2014

Large-Margin Multi-ViewInformation Bottleneck.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Large-margin Weakly Supervised Dimensionality Reduction.

[BibT_eX]

[DOI]

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2013

A Survey on Multi-view Learning

[BibT_eX]

[DOI]