Peng Hu

Beyond Ground-Truth: Leveraging Image Quality Priors for Real-World Image Restoration CVPR 2026 Bootstrapping Multi-view Learning for Test-time Noisy Correspondence CVPR 2026 Next-Scale Prediction: A Self-Supervised Approach for Real-World Image Denoising CVPR 2026 Robust Semi-paired Multimodal Learning for Cross-modal Retrieval AAAI 2026 CoPINN: Cognitive Physics-Informed Neural Networks ICML 2025 Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval AAAI 2025 Deep Fuzzy Multi-view Learning for Reliable Classification ICML 2025 Deep Unsupervised Hashing via External Guidance ICML 2025 Disentangling Multi-view Representations via Curriculum Learning with Learnable Prior IJCAI 2025 Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval CVPR 2025 Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification CVPR 2025 Large Language Models Are Cross-Lingual Knowledge-Free Reasoners NAACL 2025 Learning Robust Multi-view Representation Using Dual-masked VAEs IJCAI 2025 Learning with Noisy Triplet Correspondence for Composed Image Retrieval CVPR 2025 LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification ICML 2025 MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration CVPR 2025 Probabilistic Multimodal Learning with von Mises-Fisher Distributions IJCAI 2025 ROLL: Robust Noisy Pseudo-label Learning for Multi-View Clustering with Noisy Correspondence CVPR 2025 ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL ICLR 2025 Test-time Adaptation for Cross-modal Retrieval with Query Shift ICLR 2025 Visual Abstraction: A Plug-and-Play Approach for Text-Visual Retrieval ICML 2025 AverNet: All-in-one Video Restoration for Time-varying Unknown Degradations NeurIPS 2024 Decoupled Contrastive Multi-View Clustering with High-Order Random Walks AAAI 2024 Dual Self-Paced Cross-Modal Hashing AAAI 2024 Image Clustering with External Guidance ICML 2024 Interactive Deep Clustering via Value Mining NeurIPS 2024 Large Language Models are Limited in Out-of-Context Knowledge Reasoning EMNLP 2024 Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly NAACL 2024 Noisy-Correspondence Learning for Text-to-Image Person Re-identification CVPR 2024 PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation AAAI 2024 Robust Contrastive Multi-view Clustering against Dual Noisy Correspondence NeurIPS 2024 Test-time Adaptation against Multi-modal Reliability Bias ICLR 2024 Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval AAAI 2023 Cross-modal Active Complementary Learning with Self-refining Correspondence NeurIPS 2023 Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric CVPR 2023 Graph Matching with Bi-level Noisy Correspondence ICCV 2023 Incomplete Multi-view Clustering via Prototype-based Imputation IJCAI 2023 Rethinking Image Super Resolution From Long-Tailed Distribution Learning Perspective CVPR 2023 RONO: Robust Discriminative Learning With Noisy Labels for 2D-3D Cross-Modal Retrieval CVPR 2023 All-in-One Image Restoration for Unknown Corruption CVPR 2022 KaraTuner: Towards End-to-End Natural Pitch Correction for Singing Voice in Karaoke Interspeech 2022 Learning With Twin Noisy Labels for Visible-Infrared Person Re-Identification CVPR 2022 Multi-Scale Adaptive Network for Single Image Denoising NeurIPS 2022 Norm-constrained Score-level Ensemble for Spoofing Aware Speaker Verification Interspeech 2022 A Primal-Dual Online Algorithm for Online Matching Problem in Dynamic Environments AAAI 2021 BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction ICLR 2021 Contrastive Clustering AAAI 2021 Investigation of IMU&Elevoc Submission for the Short-Duration Speaker Verification Challenge 2021 Interspeech 2021 Learning Cross-Modal Retrieval With Noisy Labels CVPR 2021 OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization AAAI 2021 Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss CVPR 2021 PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS With Relationship Recovery CVPR 2021 Deep Embedding Learning for Text-Dependent Speaker Verification Interspeech 2020 Partially View-aligned Clustering NeurIPS 2020 Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition AAAI 2020 Deep Supervised Cross-Modal Retrieval CVPR 2019 Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks ICCV 2019 Hybrid Item-Item Recommendation via Semi-Parametric Embedding IJCAI 2019