Contrastive Learning

WeaveSeg: Iterative Contrast-weaving and Spectral Feature-refining for Nuclei Instance Segmentation ICCV 2025 When Can We Approximate Wide Contrastive Models with Neural Tangent Kernels and Principal Component Analysis? AAAI 2025 Whitened CLIP as a Likelihood Surrogate of Images and Captions ICML 2025 Why Does Dropping Edges Usually Outperform Adding Edges in Graph Contrastive Learning? AAAI 2025 WiFi CSI Based Temporal Activity Detection via Dual Pyramid Network AAAI 2025 YNU-HPCC at SemEval-2025 Task 5: Contrastive Learning for GND Subject Tagging with Multilingual Sentence-BERT SemEval 2025 Zero-Shot Class Unlearning in CLIP with Synthetic Samples WACV 2025 Accelerating Augmentation Invariance Pretraining NeurIPS 2024 Achieving Stronger Generation via Simple Contrastive Tuning EMNLP 2024 Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts EMNLP 2024 Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models ACL 2024 A Fixed-Point Approach to Unified Prompt-Based Counting AAAI 2024 AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings EMNLP 2024 A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks ICLR 2024 Align and Aggregate: Compositional Reasoning with Video Alignment and Answer Aggregation for Video Question-Answering CVPR 2024 ALMol: Aligned Language-Molecule Translation LLMs through Offline Preference Contrastive Optimisation ACL 2024 An Empirical Study of CLIP for Text-Based Person Search AAAI 2024 An Instruction Tuning-Based Contrastive Learning Framework for Aspect Sentiment Quad Prediction with Implicit Aspects and Opinions EMNLP 2024 Applying Contrastive Learning to Code Vulnerability Type Classification EMNLP 2024 A probability contrastive learning framework for 3D molecular representation learning NeurIPS 2024 A Separation and Alignment Framework for Black-Box Domain Adaptation AAAI 2024 A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames CVPR 2024 Aspect-Based Sentiment Analysis with Explicit Sentiment Augmentations AAAI 2024 AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction AAAI 2024 Athena: Safe Autonomous Agents with Verbal Contrastive Learning EMNLP 2024