Contrastive Learning

Improving Adversarial Robustness Through the Contrastive-Guided Diffusion Process ICML 2023 Improving Classroom Dialogue Act Recognition from Limited Labeled Data with Self-Supervised Contrastive Learning Classifiers ACL 2023 Improving CLIP Training with Language Rewrites NeurIPS 2023 Improving Contrastive Learning of Sentence Embeddings from AI Feedback ACL 2023 Improving Contrastive Learning of Sentence Embeddings with Focal InfoNCE EMNLP 2023 Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality ACL 2023 Improving Knowledge Graph Completion with Generative Hard Negative Mining ACL 2023 Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation EMNLP 2023 Improving Multi-Stage Long Document Summarization with Enhanced Coarse Summarizer EMNLP 2023 Improving Named Entity Recognition via Bridge-based Domain Adaptation ACL 2023 Improving Unsupervised Out-of-domain detection through Pseudo Labeling and Learning EACL 2023 IMU2CLIP: Language-grounded Motion Sensor Translation with Multimodal Contrastive Learning EMNLP 2023 InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective EMNLP 2023 InfoNCE Loss Provably Learns Cluster-Preserving Representations COLT 2023 Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding AAAI 2023 IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery EMNLP 2023 Inter-image Contrastive Consistency for Multi-Person Pose Estimation AAAI 2023 Is a Caption Worth a Thousand Images? A Study on Representation Learning ICLR 2023 Is Heterogeneity Notorious? Taming Heterogeneity to Handle Test-Time Shift in Federated Learning NeurIPS 2023 Isotropy-Enhanced Conditional Masked Language Models EMNLP 2023 Joint Video Multi-Frame Interpolation and Deblurring Under Unknown Exposure Time CVPR 2023 Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimoda Emotion Recognition EMNLP 2023 KnowTellConvince at ArAIEval Shared Task: Disinformation and Persuasion Detection in Arabic using Similar and Contrastive Representation Alignment EMNLP 2023 LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following EMNLP 2023 Language Agnostic Multilingual Information Retrieval with Contrastive Learning ACL 2023