contrastive learning

Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses ICML 2024 Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection CVPR 2024 Bridging the Semantic Latent Space between Brain and Machine: Similarity Is All You Need AAAI 2024 Bring Invariant to Variant: A Contrastive Prompt-based Framework for Temporal Knowledge Graph Forecasting COLING 2024 Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception CVPR 2024 Building Vision-Language Models on Solid Foundations with Masked Distillation CVPR 2024 Calibrating Multi-modal Representations: A Pursuit of Group Robustness without Annotations CVPR 2024 CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-training for BEV Perception ICLR 2024 CAMBranch: Contrastive Learning with Augmented MILPs for Branching ICLR 2024 CAMEL: Capturing Metaphorical Alignment with Context Disentangling for Multimodal Emotion Recognition AAAI 2024 Can Machines Resonate with Humans? Evaluating the Emotional and Empathic Comprehension of LMs EMNLP 2024 Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data? ACL 2024 Can We Learn Question, Answer, and Distractors All from an Image? A New Task for Multiple-choice Visual Question Answering COLING 2024 Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders ACL 2024 Capturing the Relationship Between Sentence Triplets for LLM and Human-Generated Texts to Enhance Sentence Embeddings EACL 2024 CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition AAAI 2024 CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes NeurIPS 2024 CaresAI at SemEval-2024 Task 2: Improving Natural Language Inference in Clinical Trial Data using Model Ensemble and Data Explanation SemEval 2024 CariesXrays: Enhancing Caries Detection in Hospital-Scale Panoramic Dental X-rays via Feature Pyramid Contrastive Learning AAAI 2024 Causal Contrastive Learning for Counterfactual Regression Over Time NeurIPS 2024 Causality-Inspired Spatial-Temporal Explanations for Dynamic Graph Neural Networks ICLR 2024 CCIIPLab at SIGHAN-2024 dimABSA Task: Contrastive Learning-Enhanced Span-based Framework for Chinese Dimensional Aspect-Based Sentiment Analysis ACL 2024 C-CLIP: Contrastive Image-Text Encoders To Close the Descriptive-Commentative Gap WACV 2024 CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification EACL 2024 CEPT: A Contrast-Enhanced Prompt-Tuning Framework for Emotion Recognition in Conversation COLING 2024