Contrastive Learning

Negative Metric Learning for Graphs IJCAI 2025 Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation AAAI 2025 NeighXLM: Enhancing Cross-Lingual Transfer in Low-Resource Languages via Neighbor-Augmented Contrastive Pretraining EMNLP 2025 NeSyC: A Neuro-symbolic Continual Learner For Complex Embodied Tasks In Open Domains ICLR 2025 Non-Emotion-Centric Empathetic Dialogue Generation COLING 2025 Nova: Generative Language Models for Assembly Code with Hierarchical Attention and Contrastive Learning ICLR 2025 Oath Breakers at SemEval-2025 Task 06: PromiseEval SemEval 2025 Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding CVPR 2025 OGP-Net: Optical Guidance Meets Pixel-Level Contrastive Distillation for Robust Multi-Modal and Missing Modality Segmentation AAAI 2025 O-MaMa: Learning Object Mask Matching between Egocentric and Exocentric Views ICCV 2025 On Discriminative Probabilistic Modeling for Self-Supervised Representation Learning ICLR 2025 One Leaf Reveals the Season: Occlusion-Based Contrastive Learning with Semantic-Aware Views for Efficient Visual Representation ICML 2025 One Perturbation is Enough: On Generating Universal Adversarial Perturbations against Vision-Language Pre-training Models ICCV 2025 One Trajectory, One Token: Grounded Video Tokenization via Panoptic Sub-object Trajectory ICCV 2025 On the Importance of Language-driven Representation Learning for Heterogeneous Federated Learning ICLR 2025 On the Perception Bottleneck of VLMs for Chart Understanding EMNLP 2025 On the Relation Between Fine-Tuning, Topological Properties, and Task Performance in Sense-Enhanced Embeddings ACL 2025 On the Similarities of Embeddings in Contrastive Learning ICML 2025 OpenCarbon: A Contrastive Learning-based Cross-Modality Neural Approach for High-Resolution Carbon Emission Prediction Using Open Data IJCAI 2025 Open-set Cross Modal Generalization via Multimodal Unified Representation ICCV 2025 OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution EMNLP 2025 OS-GCL: A One-Shot Learner in Graph Contrastive Learning IJCAI 2025 p²-TQA: A Process-based Preference Learning Framework for Self-Improving Table Question Answering Models IJCNLP 2025 Pairwise Prompt-Based Tuning with Parameter Efficient Fast Adaptation for Generalized Zero-Shot Intent Detection NAACL 2025 PALA: Class-imbalanced Graph Domain Adaptation via Prototype-anchored Learning and Alignment IJCAI 2025