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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Momentum Contrast for Unsupervised Visual Representation Learning CVPR 2020
Joint Contrastive Learning with Infinite Possibilities NIPS 2020
Robust contrastive learning and nonlinear ICA in the presence of outliers UAI 2020
Negative Sampling in Semi-Supervised learning ICML 2020
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID NIPS 2020
Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning CVPR 2020
A Risk Communication Event Detection Model via Contrastive Learning COLING 2020
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances NIPS 2020
Gait Recognition via Semi-supervised Disentangled Representation Learning to Identity and Covariate Features CVPR 2020
ALICE: Active Learning with Contrastive Natural Language Explanations EMNLP 2020
Weakly Supervised Local-Global Relation Network for Facial Expression Recognition IJCAI 2020
Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning EMNLP 2020
Contrastive Multi-View Representation Learning on Graphs ICML 2020
Guiding Attention for Self-Supervised Learning with Transformers EMNLP 2020
Structure Aware Negative Sampling in Knowledge Graphs EMNLP 2020
Cross-Batch Memory for Embedding Learning CVPR 2020
Data-Efficient Image Recognition with Contrastive Predictive Coding ICML 2020
PAC-Bayesian Contrastive Unsupervised Representation Learning UAI 2020
Learning from Context or Names? An Empirical Study on Neural Relation Extraction EMNLP 2020
MAF: Multimodal Alignment Framework for Weakly-Supervised Phrase Grounding EMNLP 2020
A Forest from the Trees: Generation through Neighborhoods AAAI 2020
An Analysis of the Utility of Explicit Negative Examples to Improve the Syntactic Abilities of Neural Language Models ACL 2020
Do Explicit Alignments Robustly Improve Multilingual Encoders? EMNLP 2020
Unsupervised Anomaly Detection in Parole Hearings using Language Models EMNLP 2020
Contrastive Predictive Coding of Audio with an Adversary INTERSPEECH 2020