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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval IJCAI 2021
Decoupling Representation Learning from Reinforcement Learning ICML 2021
Instance-Wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation ICCV 2021
Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning IJCAI 2021
Personalized Trajectory Prediction via Distribution Discrimination ICCV 2021
SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization ICCV 2021
Contrastive Learning of Image Representations With Cross-Video Cycle-Consistency ICCV 2021
CATE: A Contrastive Pre-trained Model for Metaphor Detection with Semi-supervised Learning EMNLP 2021
Attention-based Contrastive Learning for Winograd Schemas EMNLP 2021
Contrastive Coding for Active Learning Under Class Distribution Mismatch ICCV 2021
Contrastive Learning for Label Efficient Semantic Segmentation ICCV 2021
On the Importance of Distractors for Few-Shot Classification ICCV 2021
LocTex: Learning Data-Efficient Visual Representations From Localized Textual Supervision ICCV 2021
Exploring Cross-Image Pixel Contrast for Semantic Segmentation ICCV 2021
SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations EMNLP 2021
Motion-Focused Contrastive Learning of Video Representations ICCV 2021
The Way to My Heart Is Through Contrastive Learning: Remote Photoplethysmography From Unlabelled Video ICCV 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation IJCNLP 2021
On Equivariant and Invariant Learning of Object Landmark Representations ICCV 2021
ID-Reveal: Identity-Aware DeepFake Video Detection ICCV 2021
Counter-Contrastive Learning for Language GANs EMNLP 2021
Guided Point Contrastive Learning for Semi-Supervised Point Cloud Semantic Segmentation ICCV 2021
Contrastive Multi-document Question Generation EACL 2021
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations IJCNLP 2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning IJCNLP 2021