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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Localizing Visual Sounds the Hard Way CVPR 2021
Exploring Heterogeneous Clues for Weakly-Supervised Audio-Visual Video Parsing CVPR 2021
Sequence-to-Sequence Contrastive Learning for Text Recognition CVPR 2021
Self-Supervised Video GANs: Learning for Appearance Consistency and Motion Coherency CVPR 2021
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations From Self-Trained Negative Adversaries CVPR 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation ACL 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision ICML 2021
CIMON: Towards High-quality Hash Codes IJCAI 2021
Self-Guided Contrastive Learning for BERT Sentence Representations IJCNLP 2021
Supporting Clustering with Contrastive Learning NAACL 2021
KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference IJCNLP 2021
Noise-Tolerant Self-Supervised Learning for Audio-Visual Voice Activity Detection INTERSPEECH 2021
Self-Supervised Video Representation Learning by Context and Motion Decoupling CVPR 2021
Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation IJCAI 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text NIPS 2021
Unsupervised Object-Level Representation Learning from Scene Images NIPS 2021
Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning NIPS 2021
Local plasticity rules can learn deep representations using self-supervised contrastive predictions NIPS 2021
Spoken Moments: Learning Joint Audio-Visual Representations From Video Descriptions CVPR 2021
Mutual Information Maximization on Disentangled Representations for Differential Morph Detection WACV 2021
CASTing Your Model: Learning To Localize Improves Self-Supervised Representations CVPR 2021
Model-Contrastive Federated Learning CVPR 2021
Spatially Consistent Representation Learning CVPR 2021
Self-Supervised Learning Based Phone-Fortified Speech Enhancement INTERSPEECH 2021
Robust Representation Learning via Perceptual Similarity Metrics ICML 2021