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Contrastive Learning

403 directly classified papers

Papers per year

Papers

DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network CVPR 2021
Self-Supervised Video Representation Learning by Context and Motion Decoupling CVPR 2021
Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QA AAAI 2021
Dialogue Response Generation via Contrastive Latent Representation Learning EMNLP 2021
Contrastive Learning for Context-aware Neural Machine Translation Using Coreference Information EMNLP 2021
Constructing contrastive samples via summarization for text classification with limited annotations EMNLP 2021
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval EMNLP 2021
CATE: A Contrastive Pre-trained Model for Metaphor Detection with Semi-supervised Learning EMNLP 2021
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast EMNLP 2021
DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings EMNLP 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation ACL 2021
CrossCLR: Cross-Modal Contrastive Learning for Multi-Modal Video Representations ICCV 2021
Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation IJCAI 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation IJCNLP 2021
CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding IJCNLP 2021
GAN-Control: Explicitly Controllable GANs ICCV 2021
Driver Anomaly Detection: A Dataset and Contrastive Learning Approach WACV 2021
Vector-Based Attentive Pooling for Text-Independent Speaker Verification INTERSPEECH 2020
Weakly Supervised Local-Global Relation Network for Facial Expression Recognition IJCAI 2020
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances NIPS 2020
Learning Predictive Representations for Deformable Objects Using Contrastive Estimation CORL 2020
Temporal Contrastive Pretraining for Video Action Recognition WACV 2020
Progressive Mirror Detection CVPR 2020
Contrastive Attention Mechanism for Abstractive Sentence Summarization EMNLP 2019
Learning Alignment for Multimodal Emotion Recognition from Speech INTERSPEECH 2019