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Contrastive Learning

1193 directly classified papers

Papers per year

Papers

Energy-Based Contrastive Learning of Visual Representations NIPS 2022
Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning NIPS 2022
OmniVL: One Foundation Model for Image-Language and Video-Language Tasks NIPS 2022
CyCLIP: Cyclic Contrastive Language-Image Pretraining NIPS 2022
Evaluating Graph Generative Models with Contrastively Learned Features NIPS 2022
Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts NIPS 2022
Mitigating Contradictions in Dialogue Based on Contrastive Learning ACL 2022
NYCU_TWD@LT-EDI-ACL2022: Ensemble Models with VADER and Contrastive Learning for Detecting Signs of Depression from Social Media ACL 2022
Video-Text Representation Learning via Differentiable Weak Temporal Alignment CVPR 2022
Contextual Outpainting With Object-Level Contrastive Learning CVPR 2022
Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance With Expanded Views CVPR 2022
When Does Contrastive Visual Representation Learning Work? CVPR 2022
Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning CVPR 2022
BatchFormer: Learning To Explore Sample Relationships for Robust Representation Learning CVPR 2022
ContrastMask: Contrastive Learning To Segment Every Thing CVPR 2022
RegionCLIP: Region-Based Language-Image Pretraining CVPR 2022
En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning CVPR 2022
CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields CVPR 2022
Targeted Supervised Contrastive Learning for Long-Tailed Recognition CVPR 2022
Cross-Architecture Self-Supervised Video Representation Learning CVPR 2022
Fair Contrastive Learning for Facial Attribute Classification CVPR 2022
Large-Scale Pre-Training for Person Re-Identification With Noisy Labels CVPR 2022
On Learning Contrastive Representations for Learning With Noisy Labels CVPR 2022
Unsupervised Deraining: Where Contrastive Learning Meets Self-Similarity CVPR 2022
Robust Cross-Modal Representation Learning With Progressive Self-Distillation CVPR 2022