Contrastive Learning

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 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 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 CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification EACL 2024 CEAN: Contrastive Event Aggregation Network with LLM-based Augmentation for Event Extraction EACL 2024 CEC: A Noisy Label Detection Method for Speaker Recognition Interspeech 2024 CEPT: A Contrast-Enhanced Prompt-Tuning Framework for Emotion Recognition in Conversation COLING 2024 Challenges at SemEval 2024 Task 7: Contrastive Learning Approach on Numeral-Aware Language Generation SemEval 2024 Chasing Fairness in Graphs: A GNN Architecture Perspective AAAI 2024 ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval EMNLP 2024 Chinchunmei at WASSA 2024 Empathy and Personality Shared Task: Boosting LLM’s Prediction with Role-play Augmentation and Contrastive Reasoning Calibration ACL 2024 CLASP: Cross-modal Alignment Using Pre-trained Unimodal Models ACL 2024 Class-consistent Contrastive Learning Driven Cross-dimensional Transformer for 3D Medical Image Classification IJCAI 2024 CLGSI: A Multimodal Sentiment Analysis Framework based on Contrastive Learning Guided by Sentiment Intensity NAACL 2024 CLHA: A Simple Yet Effective Contrastive Learning Framework for Human Alignment COLING 2024