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Contrastive Learning

3,538 papers

Papers per year

88
616
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Papers

Automatic Code Review by Learning the Revision of Source Code AAAI 2019
Deep Metric Learning by Online Soft Mining and Class-Aware Attention AAAI 2019
DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization AAAI 2019
Multimodal and Multi-view Models for Emotion Recognition ACL 2019
Unraveling Antonym’s Word Vectors through a Siamese-like Network ACL 2019
Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach ACL 2019
Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning AISTATS 2019
Learning Determinantal Point Processes by Corrective Negative Sampling AISTATS 2019
Contrastive Adaptation Network for Unsupervised Domain Adaptation CVPR 2019
Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning Representations CVPR 2019
TraPHic: Trajectory Prediction in Dense and Heterogeneous Traffic Using Weighted Interactions CVPR 2019
Graphical Contrastive Losses for Scene Graph Parsing CVPR 2019
Contrastive Attention Mechanism for Abstractive Sentence Summarization EMNLP 2019
Contrastive Language Adaptation for Cross-Lingual Stance Detection EMNLP 2019
Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks ICCV 2019
Attract or Distract: Exploit the Margin of Open Set ICCV 2019
Transferable Contrastive Network for Generalized Zero-Shot Learning ICCV 2019
Context-Aware Emotion Recognition Networks ICCV 2019
Align, Attend and Locate: Chest X-Ray Diagnosis via Contrast Induced Attention Network With Limited Supervision ICCV 2019
A Theoretical Analysis of Contrastive Unsupervised Representation Learning ICML 2019
Spatio-Temporal Attention Pooling for Audio Scene Classification INTERSPEECH 2019
Understanding the Behaviour of Neural Abstractive Summarizers using Contrastive Examples NAACL 2019
Contrastive Learning from Pairwise Measurements NIPS 2018
Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization NIPS 2018
Adversarial Contrastive Estimation ACL 2018