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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning WACV 2021
One-Shot Image Recognition Using Prototypical Encoders With Reduced Hubness WACV 2021
Multi-Objective Interpolation Training for Robustness To Label Noise CVPR 2021
DeepACG: Co-Saliency Detection via Semantic-Aware Contrast Gromov-Wasserstein Distance CVPR 2021
Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning EMNLP 2021
A Two-Stage Training Framework with Feature-Label Matching Mechanism for Learning from Label Proportions ACML 2021
mTVR: Multilingual Moment Retrieval in Videos ACL 2021
Control Image Captioning Spatially and Temporally ACL 2021
CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction ACL 2021
MedAug: Contrastive learning leveraging patient metadata improves representations for chest X-ray interpretation MLHC 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning ACL 2021
Function Contrastive Learning of Transferable Meta-Representations ICML 2021
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding EMNLP 2021
A Broad Study on the Transferability of Visual Representations With Contrastive Learning ICCV 2021
Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation ICCV 2021
Adaptive Adversarial Network for Source-Free Domain Adaptation ICCV 2021
Learning Cross-Modal Contrastive Features for Video Domain Adaptation ICCV 2021
Divide and Contrast: Self-Supervised Learning From Uncurated Data ICCV 2021
C3-SemiSeg: Contrastive Semi-Supervised Segmentation via Cross-Set Learning and Dynamic Class-Balancing ICCV 2021
CoSQA: 20,000+ Web Queries for Code Search and Question Answering IJCNLP 2021
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals ICCV 2021
COOKIE: Contrastive Cross-Modal Knowledge Sharing Pre-Training for Vision-Language Representation ICCV 2021
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation ICCV 2021
Weakly Supervised Contrastive Learning ICCV 2021
Time-Equivariant Contrastive Video Representation Learning ICCV 2021