contrastive loss

CVA: Context-aware Video-text Alignment for Video Temporal Grounding CVPR 2026 False Alarm Rectification for Early Smoke Segmentation WACV 2026 HieraMamba: Video Temporal Grounding via Hierarchical Anchor-Mamba Pooling CVPR 2026 Hyperbolic Defect Feature Synthesis for Few-Shot Defect Classification CVPR 2026 Is the Modality Gap a Bug or a Feature? A Robustness Perspective CVPR 2026 Learning Beyond Labels: Self-Supervised Handwritten Text Recognition WACV 2026 Lenses: Toward Polysemous Vision-Language Understanding CVPR 2026 MeshFlow: Efficient Artistic Mesh Generation via MeshVAE and Flow-based Diffusion Transformer CVPR 2026 OW-Rep: Open World Object Detection with Instance Representation Learning WACV 2026 VCP-Attack: Visual-Contrastive Projection for Transferable Black-Box Targeted Attacks on Large Vision-Language Models CVPR 2026 Adversarially Robust Anomaly Detection through Spurious Negative Pair Mitigation ICLR 2025 Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution AAAI 2025 ARNet: Self-Supervised FG-SBIR with Unified Sample Feature Alignment and Multi-Scale Token Recycling AAAI 2025 A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive Learning AISTATS 2025 Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners ICML 2025 Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy CVPR 2025 Breaking the Reclustering Barrier in Centroid-based Deep Clustering ICLR 2025 Differentially private optimization for non-decomposable objective functions ICLR 2025 Improving Graph Contrastive Learning with Community Structure UAI 2025 Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval CVPR 2025 Learning Visual Hierarchies in Hyperbolic Space for Image Retrieval ICCV 2025 PORTS: Preference-Optimized Retrievers for Tool Selection with Large Language Models EMNLP 2025 ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification with Contrastive Learning MLHC 2025 RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing EMNLP 2025 Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting NAACL 2025