Contrastive Learning

Synergizing Contrastive Learning and Optimal Transport for 3D Point Cloud Domain Adaptation WACV 2024 TaiChi: Improving the Robustness of NLP Models by Seeking Common Ground While Reserving Differences COLING 2024 TCP: Triplet Contrastive-Relationship Preserving for Class-Incremental Learning WACV 2024 Team MGTD4ADL at SemEval-2024 Task 8: Leveraging (Sentence) Transformer Models with Contrastive Learning for Identifying Machine-Generated Text SemEval 2024 Temporal Graph Contrastive Learning for Sequential Recommendation AAAI 2024 Text-Based Occluded Person Re-identification via Multi-Granularity Contrastive Consistency Learning AAAI 2024 Text-Guided Face Recognition Using Multi-Granularity Cross-Modal Contrastive Learning WACV 2024 Text-to-Multimodal Retrieval with Bimodal Input Fusion in Shared Cross-Modal Transformer COLING 2024 Text-to-Song: Towards Controllable Music Generation Incorporating Vocal and Accompaniment ACL 2024 The Benefits of Balance: From Information Projections to Variance Reduction NeurIPS 2024 TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024 tinyCLAP: Distilling Constrastive Language-Audio Pretrained Models Interspeech 2024 T-MARS: Improving Visual Representations by Circumventing Text Feature Learning ICLR 2024 To be Continuous, or to be Discrete, Those are Bits of Questions ACL 2024 Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition AAAI 2024 Topic Modeling as Multi-Objective Contrastive Optimization ICLR 2024 TopoGCL: Topological Graph Contrastive Learning AAAI 2024 Toward a Well-Calibrated Discrimination via Survival Outcome-Aware Contrastive Learning NeurIPS 2024 Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient ACL 2024 Towards domain-invariant Self-Supervised Learning with Batch Styles Standardization ICLR 2024 Towards Enhancing Time Series Contrastive Learning: A Dynamic Bad Pair Mining Approach ICLR 2024 Towards Evidential and Class Separable Open Set Object Detection AAAI 2024 Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA AAAI 2024 Towards Principled Representation Learning from Videos for Reinforcement Learning ICLR 2024 Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation Interspeech 2024