Contrastive Learning

Noise Is Also Useful: Negative Correlation-Steered Latent Contrastive Learning CVPR 2022 Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings NeurIPS 2022 No One Representation to Rule Them All: Overlapping Features of Training Methods ICLR 2022 Normalized Contrastive Learning for Text-Video Retrieval EMNLP 2022 No Stock is an Island: Learning Internal and Relational Attributes of Stocks with Contrastive Learning EMNLP 2022 NYCU_TWD@LT-EDI-ACL2022: Ensemble Models with VADER and Contrastive Learning for Detecting Signs of Depression from Social Media ACL 2022 On Distribution Shift in Learning-based Bug Detectors ICML 2022 On Finite-Sample Identifiability of Contrastive Learning-Based Nonlinear Independent Component Analysis ICML 2022 On Learning Contrastive Representations for Learning With Noisy Labels CVPR 2022 On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals AAAI 2022 On the Surrogate Gap between Contrastive and Supervised Losses ICML 2022 Open-Topic False Information Detection on Social Networks with Contrastive Adversarial Learning EMNLP 2022 Optimal Positive Generation via Latent Transformation for Contrastive Learning NeurIPS 2022 Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances COLING 2022 Pairwise Supervision Can Provably Elicit a Decision Boundary AISTATS 2022 PALI at SemEval-2022 Task 7: Identifying Plausible Clarifications of Implicit and Underspecified Phrases in Instructional Texts SemEval 2022 PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations IJCAI 2022 Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition ICML 2022 Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models ACL 2022 PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings EMNLP 2022 PCL: Proxy-Based Contrastive Learning for Domain Generalization CVPR 2022 Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition AAAI 2022 Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning ICML 2022 PiCO: Contrastive Label Disambiguation for Partial Label Learning ICLR 2022 Point-Level Region Contrast for Object Detection Pre-Training CVPR 2022