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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Towards Semi-Supervised Deep Facial Expression Recognition With an Adaptive Confidence Margin CVPR 2022
Unified Contrastive Learning in Image-Text-Label Space CVPR 2022
Text Transformations in Contrastive Self-Supervised Learning: A Review IJCAI 2022
Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-Rays With Radiomics Using a Feedback Loop WACV 2022
JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection ACL 2022
Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information IJCAI 2022
Contrastive Test-Time Adaptation CVPR 2022
Dual-AI: Dual-Path Actor Interaction Learning for Group Activity Recognition CVPR 2022
Class-Aware Contrastive Semi-Supervised Learning CVPR 2022
SurfEmb: Dense and Continuous Correspondence Distributions for Object Pose Estimation With Learnt Surface Embeddings CVPR 2022
En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning CVPR 2022
RegionCLIP: Region-Based Language-Image Pretraining CVPR 2022
Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays IJCNLP 2022
Moment Matching Deep Contrastive Latent Variable Models AISTATS 2022
GraphAdaMix: Enhancing Node Representations with Graph Adaptive Mixtures AISTATS 2022
Investigating the Role of Negatives in Contrastive Representation Learning AISTATS 2022
CALM: Constrastive Cross-modal Speaking Style Modeling for Expressive Text-to-Speech Synthesis INTERSPEECH 2022
3DRefTransformer: Fine-Grained Object Identification in Real-World Scenes Using Natural Language WACV 2022
Boosting Contrastive Self-Supervised Learning With False Negative Cancellation WACV 2022
Self-Supervised Video Representation Learning With Cross-Stream Prototypical Contrasting WACV 2022
Leveraging Acoustic Contextual Representation by Audio-textual Cross-modal Learning for Conversational ASR INTERSPEECH 2022
Rainy WCity: A Real Rainfall Dataset with Diverse Conditions for Semantic Driving Scene Understanding IJCAI 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings NIPS 2022
Directional Self-Supervised Learning for Heavy Image Augmentations CVPR 2022
Fair Contrastive Learning for Facial Attribute Classification CVPR 2022