Contrastive Learning

Align and Prompt: Video-and-Language Pre-Training With Entity Prompts CVPR 2022 Aligning Multilingual Embeddings for Improved Code-switched Natural Language Understanding COLING 2022 An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning COLING 2022 A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning AACL 2022 A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings ACL 2022 A Simple Data Mixing Prior for Improving Self-Supervised Learning CVPR 2022 Aspect Is Not You Need: No-aspect Differential Sentiment Framework for Aspect-based Sentiment Analysis NAACL 2022 Attributed Graph Clustering with Dual Redundancy Reduction IJCAI 2022 Augmenting Legal Judgment Prediction with Contrastive Case Relations COLING 2022 AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators AAAI 2022 Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning EMNLP 2022 Balanced Contrastive Learning for Long-Tailed Visual Recognition CVPR 2022 BARLE: Background-Aware Representation Learning for Background Shift Out-of-Distribution Detection EMNLP 2022 BatchFormer: Learning To Explore Sample Relationships for Robust Representation Learning CVPR 2022 Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks NAACL 2022 Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations NeurIPS 2022 BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions EMNLP 2022 BioSimCSE: BioMedical Sentence Embeddings using Contrastive learning EMNLP 2022 Blended Diffusion for Text-Driven Editing of Natural Images CVPR 2022 BMU-MoCo: Bidirectional Momentum Update for Continual Video-Language Modeling NeurIPS 2022 Boosting Contrastive Learning with Relation Knowledge Distillation AAAI 2022 Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning AAAI 2022 CALM: Constrastive Cross-modal Speaking Style Modeling for Expressive Text-to-Speech Synthesis Interspeech 2022 Can Semantic Labels Assist Self-Supervised Visual Representation Learning? AAAI 2022 Category Contrast for Unsupervised Domain Adaptation in Visual Tasks CVPR 2022