Contrastive Learning

Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data AISTATS 2023 Unifying Vision-Language Representation Space with Single-Tower Transformer AAAI 2023 UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation ACL 2023 Unsupervised Cross-Domain Rumor Detection with Contrastive Learning and Cross-Attention AAAI 2023 Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training ACL 2023 Unsupervised Legal Evidence Retrieval via Contrastive Learning with Approximate Aggregated Positive AAAI 2023 Unsupervised visualization of image datasets using contrastive learning ICLR 2023 UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language ACL 2023 Video-Text As Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning CVPR 2023 Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation ACL 2023 Vita-CLIP: Video and Text Adaptive CLIP via Multimodal Prompting CVPR 2023 WACO: Word-Aligned Contrastive Learning for Speech Translation ACL 2023 Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation EMNLP 2023 Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive Learning CVPR 2023 Weakly-Supervised Spoken Video Grounding via Semantic Interaction Learning ACL 2023 Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression ICML 2023 WhitenedCSE: Whitening-based Contrastive Learning of Sentence Embeddings ACL 2023 WINNER: Weakly-Supervised hIerarchical decompositioN and aligNment for Spatio-tEmporal Video gRounding CVPR 2023 You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement CVPR 2023 Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding ICLR 2023 A Benchmark Study of Contrastive Learning for Arabic Social Meaning EMNLP 2022 A Contrastive Framework for Learning Sentence Representations from Pairwise and Triple-wise Perspective in Angular Space ACL 2022 A Contrastive Framework for Neural Text Generation NeurIPS 2022 Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction EMNLP 2022 ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition Interspeech 2022