Contrastive Learning

VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024 What Do Language Models Hear? Probing for Auditory Representations in Language Models ACL 2024 What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception AAAI 2024 Winnie: Task-Oriented Dialog System with Structure-Aware Contrastive Learning and Enhanced Policy Planning AAAI 2024 Your contrastive learning problem is secretly a distribution alignment problem NeurIPS 2024 Zero-shot Cross-lingual Alignment for Embedding Initialization ACL 2024 TACO: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning NeurIPS 2023 Accommodating Audio Modality in CLIP for Multimodal Processing AAAI 2023 A Contrastive Approach to Online Change Point Detection AISTATS 2023 Actionness Inconsistency-Guided Contrastive Learning for Weakly-Supervised Temporal Action Localization AAAI 2023 A Generative Approach for Script Event Prediction via Contrastive Fine-Tuning AAAI 2023 Alex-U 2023 NLP at WojoodNER shared task: AraBINDER (Bi-encoder for Arabic Named Entity Recognition) EMNLP 2023 Align and Attend: Multimodal Summarization With Dual Contrastive Losses CVPR 2023 Aligning Step-by-Step Instructional Diagrams to Video Demonstrations CVPR 2023 Alleviating Exposure Bias via Multi-level Contrastive Learning and Deviation Simulation in Abstractive Summarization ACL 2023 Alleviating Over-smoothing for Unsupervised Sentence Representation ACL 2023 An Analysis of Robustness of Non-Lipschitz Networks JMLR 2023 An Effective Deployment of Contrastive Learning in Multi-label Text Classification ACL 2023 An Ensemble Distillation Framework for Sentence Embeddings with Multilingual Round-Trip Translation AAAI 2023 A Novel Contrastive Learning Method for Clickbait Detection on RoCliCo: A Romanian Clickbait Corpus of News Articles EMNLP 2023 Answer-state Recurrent Relational Network (AsRRN) for Constructed Response Assessment and Feedback Grouping EMNLP 2023 Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning NeurIPS 2023 Aspect-Category Enhanced Learning with a Neural Coherence Model for Implicit Sentiment Analysis EMNLP 2023 Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis EMNLP 2023 Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning ACL 2023