Contrastive Learning

Large Margin Representation Learning for Robust Cross-lingual Named Entity Recognition ACL 2025 Large-scale and Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding ICLR 2025 Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition ACL 2025 Latent Expression Generation for Referring Image Segmentation and Grounding ICCV 2025 LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025 Learn Beneficial Noise as Graph Augmentation ICML 2025 Learn from Failure: Causality-guided Contrastive Learning for Generalizable Implicit Hate Speech Detection COLING 2025 Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval CVPR 2025 Learning Clustering-based Prototypes for Compositional Zero-Shot Learning ICLR 2025 Learning Molecular Representation in a Cell ICLR 2025 Learning Semi-Supervised Medical Image Segmentation from Spatial Registration WACV 2025 Learning the Power of "No": Foundation Models with Negations WACV 2025 Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training ICLR 2025 Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention ACL 2025 Learning Transformer-based World Models with Contrastive Predictive Coding ICLR 2025 Learning Visual Composition through Improved Semantic Guidance CVPR 2025 Learning Visual Hierarchies in Hyperbolic Space for Image Retrieval ICCV 2025 Learning with Open-world Noisy Data via Class-independent Margin in Dual Representation Space AAAI 2025 Learning Word Embeddings from Glosses: A Multi-Loss Framework for Arabic Reverse Dictionary Tasks EMNLP 2025 Less Attention is More: Prompt Transformer for Generalized Category Discovery CVPR 2025 Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression AAAI 2025 Leveraging Multilingual Training for Authorship Representation: Enhancing Generalization across Languages and Domains EMNLP 2025 Leveraging Peer-Informed Label Consistency for Robust Graph Neural Networks with Noisy Labels IJCAI 2025 Leveraging the Dual Capabilities of LLM: LLM-Enhanced Text Mapping Model for Personality Detection AAAI 2025 LightBSR: Towards Lightweight Blind Super-Resolution via Discriminative Implicit Degradation Representation Learning ICCV 2025