Contrastive Learning

Learning to Embed Time Series Patches Independently ICLR 2024 Learning Vision from Models Rivals Learning Vision from Data CVPR 2024 Learning with Mixture of Prototypes for Out-of-Distribution Detection ICLR 2024 Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation CVPR 2024 Leveraging Catastrophic Forgetting to Develop Safe Diffusion Models against Malicious Finetuning NeurIPS 2024 Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers NeurIPS 2024 Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification CVPR 2024 Leveraging Graph Structures to Detect Hallucinations in Large Language Models ACL 2024 Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding EACL 2024 Like a Good Nearest Neighbor: Practical Content Moderation and Text Classification EACL 2024 LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement EMNLP 2024 LLM vs Small Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model AAAI 2024 LMEME at SemEval-2024 Task 4: Teacher Student Fusion - Integrating CLIP with LLMs for Enhanced Persuasion Detection SemEval 2024 Long-tailed Object Detection Pretraining: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction NeurIPS 2024 Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning CVPR 2024 Lost Your Style? Navigating With Semantic-Level Approach for Text-To-Outfit Retrieval WACV 2024 LoTLIP: Improving Language-Image Pre-training for Long Text Understanding NeurIPS 2024 Low Category Uncertainty and High Training Potential Instance Learning for Unsupervised Domain Adaptation AAAI 2024 Low-Rank Similarity Mining for Multimodal Dataset Distillation ICML 2024 LucidAction: A Hierarchical and Multi-model Dataset for Comprehensive Action Quality Assessment NeurIPS 2024 M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation Interspeech 2024 M33D: Learning 3D Priors Using Multi-Modal Masked Autoencoders for 2D Image and Video Understanding WACV 2024 M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval COLING 2024 MA at AraFinNLP2024: BERT-based Ensemble for Cross-dialectal Arabic Intent Detection ACL 2024 MaCSC: Towards Multimodal-augmented Pre-trained Language Models via Conceptual Prototypes and Self-balancing Calibration NAACL 2024