Contrastive Learning

Towards Generalization beyond Pointwise Learning: A Unified Information-theoretic Perspective ICML 2024 Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA AAAI 2024 Towards Sharper Generalization Bounds for Adversarial Contrastive Learning IJCAI 2024 TPSeNCE: Towards Artifact-Free Realistic Rain Generation for Deraining and Object Detection in Rain WACV 2024 TrajCLIP: Pedestrian trajectory prediction method using contrastive learning and idempotent networks NeurIPS 2024 Transformer-Based No-Reference Image Quality Assessment via Supervised Contrastive Learning AAAI 2024 TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models ACL 2024 TriCoLo: Trimodal Contrastive Loss for Text To Shape Retrieval WACV 2024 Triple-Encoders: Representations That Fire Together, Wire Together ACL 2024 TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives NeurIPS 2024 TSMCR: Two-stage Supervised Multi-modality Contrastive Representation for Ultrasound-based Breast Cancer Diagnosis ACML 2024 Two Tales of Single-Phase Contrastive Hebbian Learning ICML 2024 Understanding Dark Scenes by Contrasting Multi-Modal Observations WACV 2024 Unifying Visual and Vision-Language Tracking via Contrastive Learning AAAI 2024 Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype AAAI 2024 Unlocking the Power of Open Set: A New Perspective for Open-Set Noisy Label Learning AAAI 2024 Unraveling Instance Associations: A Closer Look for Audio-Visual Segmentation CVPR 2024 Unsupervised Distractor Generation via Large Language Model Distilling and Counterfactual Contrastive Decoding ACL 2024 UOR: Universal Backdoor Attacks on Pre-trained Language Models ACL 2024 Urban Region Embedding via Multi-View Contrastive Prediction AAAI 2024 VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models EMNLP 2024 VideoCon: Robust Video-Language Alignment via Contrast Captions CVPR 2024 Video-Text Prompting for Weakly Supervised Spatio-Temporal Video Grounding EMNLP 2024 Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion NeurIPS 2024 ViTamin: Designing Scalable Vision Models in the Vision-Language Era CVPR 2024