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contrastive learning

3979 papers

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Also known as

CL

Co-occurring keywords

representation learning (6174) self-supervised learning (3751) multimodal learning (4622) unsupervised learning (3255) graph neural network (3945) vision-language model (2235) zero-shot learning (3637) domain adaptation (4578) large language model (12755) transfer learning (5442)

Papers

wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations NIPS 2020
Graph Contrastive Learning with Augmentations NIPS 2020
Self-Supervised Relationship Probing NIPS 2020
Counterfactual Contrastive Learning for Weakly-Supervised Vision-Language Grounding NIPS 2020
Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning CVPR 2020
Soft Contrastive Learning for Visual Localization NIPS 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments NIPS 2020
Vector-Quantized Neural Networks for Acoustic Unit Discovery in the ZeroSpeech 2020 Challenge INTERSPEECH 2020
Contrastive Predictive Coding of Audio with an Adversary INTERSPEECH 2020
Time-Consistent Self-Supervision for Semi-Supervised Learning ICML 2020
What Makes for Good Views for Contrastive Learning? NIPS 2020
Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering EMNLP 2020
Big Self-Supervised Models are Strong Semi-Supervised Learners NIPS 2020
ContraGAN: Contrastive Learning for Conditional Image Generation NIPS 2020
Unsupervised Learning with Contrastive Latent Variable Models AAAI 2019
Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning AISTATS 2019
Stochastic Attraction-Repulsion Embedding for Large Scale Image Localization ICCV 2019
Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning Representations CVPR 2019
Contrastive Language Adaptation for Cross-Lingual Stance Detection EMNLP 2019
Transferable Contrastive Network for Generalized Zero-Shot Learning ICCV 2019
Align, Attend and Locate: Chest X-Ray Diagnosis via Contrast Induced Attention Network With Limited Supervision ICCV 2019
Contrastive Adaptation Network for Unsupervised Domain Adaptation CVPR 2019
Learning Representations by Maximizing Mutual Information Across Views NIPS 2019
The MuCoW Test Suite at WMT 2019: Automatically Harvested Multilingual Contrastive Word Sense Disambiguation Test Sets for Machine Translation ACL 2019
Graphical Contrastive Losses for Scene Graph Parsing CVPR 2019