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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Supervised Contrastive Learning NIPS 2020
Adversarial Self-Supervised Contrastive Learning NIPS 2020
Counterfactual Contrastive Learning for Weakly-Supervised Vision-Language Grounding NIPS 2020
Soft Contrastive Learning for Visual Localization NIPS 2020
Text Classification by Contrastive Learning and Cross-lingual Data Augmentation for Alzheimer’s Disease Detection COLING 2020
Contrastive Learning with Adversarial Examples NIPS 2020
Video Person Re-ID: Fantastic Techniques and Where to Find Them (Student Abstract) AAAI 2020
Space-Time Correspondence as a Contrastive Random Walk NIPS 2020
Contrastive Distillation on Intermediate Representations for Language Model Compression EMNLP 2020
CoMIR: Contrastive Multimodal Image Representation for Registration NIPS 2020
Duluth at SemEval-2020 Task 7: Using Surprise as a Key to Unlock Humorous Headlines SEMEVAL 2020
Distilling Structured Knowledge for Text-Based Relational Reasoning EMNLP 2020
Multi-label Contrastive Predictive Coding NIPS 2020
Bi-Objective Continual Learning: Learning ‘New’ While Consolidating ‘Known’ AAAI 2020
Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models ACL 2020
Robust Pre-Training by Adversarial Contrastive Learning NIPS 2020
Contrastive Self-Supervised Learning for Commonsense Reasoning ACL 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments NIPS 2020
Learning Representations by Maximizing Mutual Information Across Views NIPS 2019
Contrastive Adaptation Network for Unsupervised Domain Adaptation CVPR 2019
Unsupervised Learning with Contrastive Latent Variable Models AAAI 2019
Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning AISTATS 2019
Information Competing Process for Learning Diversified Representations NIPS 2019
Contrastive Language Adaptation for Cross-Lingual Stance Detection EMNLP 2019
Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning Representations CVPR 2019