Contrastive Learning

Asset Pricing with Contrastive Adversarial Variational Bayes IJCAI 2025 ASTrA: Adversarial Self-supervised Training with Adaptive-Attacks ICLR 2025 Astra: Efficient Transformer Architecture and Contrastive Dynamics Learning for Embodied Instruction Following EMNLP 2025 A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets CVPR 2025 A Text Embedding Model with Contrastive Example Mining for Point-of-Interest Geocoding COLING 2025 ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors ACL 2025 A Triple-View Framework for Fine-Grained Emotion Classification with Clustering-Guided Contrastive Learning ACL 2025 Audio-Visual Adaptive Fusion Network for Question Answering Based on Contrastive Learning AAAI 2025 Augmented and Softened Matching for Unsupervised Visible-Infrared Person Re-Identification ICCV 2025 A Unified View on Learning Unnormalized Distributions via Noise-Contrastive Estimation ICML 2025 A Visual Leap in CLIP Compositionality Reasoning through Generation of Counterfactual Sets ICCV 2025 Backdooring Self-Supervised Contrastive Learning by Noisy Alignment ICCV 2025 Balance-Aware Sequence Sampling Makes Multi-Modal Learning Better IJCAI 2025 BDC-CLIP: Brownian Distance Covariance for Adapting CLIP to Action Recognition ICML 2025 Beyond Citations: Integrating Finding-Based Relations for Improved Biomedical Article Representations ACL 2025 Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance EMNLP 2025 Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data AAAI 2025 Beyond Homophily: Graph Contrastive Learning with Macro-Micro Message Passing AAAI 2025 Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ACL 2025 Beyond Single Emotion: Multi-label Approach to Conversational Emotion Recognition AAAI 2025 BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations AAAI 2025 Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations AAAI 2025 BiMAC: Bidirectional Multimodal Alignment in Contrastive Learning AAAI 2025 Boosting Data Utilization for Multilingual Dense Retrieval EMNLP 2025 Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning AAAI 2025