Contrastive Clustering

Yunfan Li, Peng Hu, Zitao Liu, +3

Proceedings of the AAAI Conference on Artificial Intelligence

Instance-based LearningMultiple Instance LearningMachine VisionMachine LearningData Science +12

Deep Supervised Cross-Modal Retrieval

Liangli Zhen, Peng Hu, Xu Wang, +1

Modality Invariance LossMachine VisionMachine LearningInformation RetrievalData Science +8

Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks

Ruihao Gong, Xianglong Liu, Shenghu Jiang, +5

EngineeringMachine LearningSparse Neural NetworkDifferentiable Soft QuantizationComputer Engineering +8

All-In-One Image Restoration for Unknown Corruption

Boyun Li, Xiao Liu, Peng Hu, +3

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

EngineeringMachine LearningInformation ForensicsDeblurringUnknown Corruption +15

Learning with Twin Noisy Labels for Visible-Infrared Person Re-Identification

Mouxing Yang, Zhenyu Huang, Peng Hu, +3

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

EngineeringMachine LearningTwin Noisy LabelsBiometricsUntouched Problem +15

Unsupervised Contrastive Cross-modal Hashing

Peng Hu, Hongyuan Zhu, Jie Lin, +3

IEEE Transactions on Pattern Analysis and Machine Intelligence

Unsupervised Cross-modal HashingMachine LearningEngineeringBinary OptimizationImage Analysis +14

Partially View-aligned Representation Learning with Noise-robust Contrastive Loss

Mouxing Yang, Yunfan Li, Zhenyu Huang, +3

Geometric LearningStructured PredictionEngineeringMachine LearningImage Analysis +14

Hierarchical Consensus Hashing for Cross-Modal Retrieval

Yuan Sun, Zhenwen Ren, Peng Hu, +2

IEEE Transactions on Multimedia

Natural Language ProcessingImage AnalysisInformation RetrievalData ScienceMachine Learning +13

Scalable Deep Multimodal Learning for Cross-Modal Retrieval

Peng Hu, Liangli Zhen, Dezhong Peng, +1

Multimodal LlmImage AnalysisMachine LearningData ScienceInformation Retrieval +12

BRECQ: Pushing the Limit of Post-Training Quantization by Block\n Reconstruction

Yuhang Li, Ruihao Gong, Xu Tan, +6

arXiv (Cornell University)