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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages ACL 2022
A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes CVPR 2022
Hierarchical Self-Supervised Representation Learning for Movie Understanding CVPR 2022
Probabilistic Representations for Video Contrastive Learning CVPR 2022
Learning From Untrimmed Videos: Self-Supervised Video Representation Learning With Hierarchical Consistency CVPR 2022
Self-Supervised Image Representation Learning With Geometric Set Consistency CVPR 2022
Crafting Better Contrastive Views for Siamese Representation Learning CVPR 2022
GanOrCon: Are Generative Models Useful for Few-Shot Segmentation? CVPR 2022
End-to-End Compressed Video Representation Learning for Generic Event Boundary Detection CVPR 2022
C2AM: Contrastive Learning of Class-Agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation CVPR 2022
General Facial Representation Learning in a Visual-Linguistic Manner CVPR 2022
Exploring Patch-Wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks CVPR 2022
Contrastive Boundary Learning for Point Cloud Segmentation CVPR 2022
Fine-Grained Temporal Contrastive Learning for Weakly-Supervised Temporal Action Localization CVPR 2022
A Self-Supervised Descriptor for Image Copy Detection CVPR 2022
HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive Regularization CVPR 2022
CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-Tuning NAACL 2022
Contrastive Conditional Neural Processes CVPR 2022
Intent Discovery for Enterprise Virtual Assistants: Applications of Utterance Embedding and Clustering to Intent Mining NAACL 2022
CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality NAACL 2022
Zero-Shot Event Detection Based on Ordered Contrastive Learning and Prompt-Based Prediction NAACL 2022
Consistent Representation Learning for Continual Relation Extraction ACL 2022
Syntax-guided Contrastive Learning for Pre-trained Language Model ACL 2022
TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval ACL 2022
Virtual Augmentation Supported Contrastive Learning of Sentence Representations ACL 2022