Contrastive Learning

Self-Supervised Contrastive Learning for Long-term Forecasting ICLR 2024 Self-Supervised Learning for Place Representation Generalization Across Appearance Changes WACV 2024 Self-supervised Pocket Pretraining via Protein Fragment-Surroundings Alignment ICLR 2024 Self-Supervised Representation Learning from Arbitrary Scenarios CVPR 2024 Self-Supervised Representation Learning With Cross-Context Learning Between Global and Hypercolumn Features WACV 2024 SemanticMask: A Contrastive View Design for Anomaly Detection in Tabular Data IJCAI 2024 Semantic Shield: Defending Vision-Language Models Against Backdooring and Poisoning via Fine-grained Knowledge Alignment CVPR 2024 SemST: Semantically Consistent Multi-Scale Image Translation via Structure-Texture Alignment WACV 2024 SentiCSE: A Sentiment-aware Contrastive Sentence Embedding Framework with Sentiment-guided Textual Similarity COLING 2024 Separating common from salient patterns with Contrastive Representation Learning ICLR 2024 SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully EMNLP 2024 SharedCon: Implicit Hate Speech Detection using Shared Semantics ACL 2024 SignCLIP: Connecting Text and Sign Language by Contrastive Learning EMNLP 2024 Simple Contrastive Multi-View Clustering with Data-Level Fusion IJCAI 2024 Simple Temperature Cool-down in Contrastive Framework for Unsupervised Sentence Representation Learning EACL 2024 SJTU System Description for the WMT24 Low-Resource Languages of Spain Task EMNLP 2024 SKICSE: Sentence Knowable Information Prompted by LLMs Improves Contrastive Sentence Embeddings NAACL 2024 Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning NeurIPS 2024 SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery CVPR 2024 SLIDE: A Framework Integrating Small and Large Language Models for Open-Domain Dialogues Evaluation ACL 2024 S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search NeurIPS 2024 Snarci at SemEval-2024 Task 4: Themis Model for Binary Classification of Memes SemEval 2024 SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training ICLR 2024 SoftCLIP: Softer Cross-Modal Alignment Makes CLIP Stronger AAAI 2024 Soft Contrastive Learning for Time Series ICLR 2024