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Contrastive Learning

1193 directly classified papers

Papers per year

Papers

Self-Supervised Image Representation Learning With Geometric Set Consistency CVPR 2022
Towards Discriminative Representation: Multi-View Trajectory Contrastive Learning for Online Multi-Object Tracking CVPR 2022
A Simple Data Mixing Prior for Improving Self-Supervised Learning CVPR 2022
Multi-Modal Alignment Using Representation Codebook CVPR 2022
Crafting Better Contrastive Views for Siamese Representation Learning CVPR 2022
PointCLIP: Point Cloud Understanding by CLIP CVPR 2022
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning INTERSPEECH 2022
Attributed Graph Clustering with Dual Redundancy Reduction IJCAI 2022
Rethinking InfoNCE: How Many Negative Samples Do You Need? IJCAI 2022
Language Models as Knowledge Embeddings IJCAI 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings NIPS 2022
RankGen: Improving Text Generation with Large Ranking Models EMNLP 2022
InsCLR: Improving Instance Retrieval with Self-Supervision AAAI 2022
Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-Supervised Action Recognition AAAI 2022
Towards Versatile Pedestrian Detector with Multisensory-Matching and Multispectral Recalling Memory AAAI 2022
Reliability Exploration with Self-Ensemble Learning for Domain Adaptive Person Re-identification AAAI 2022
Semantically Contrastive Learning for Low-Light Image Enhancement AAAI 2022
Unsupervised Representation for Semantic Segmentation by Implicit Cycle-Attention Contrastive Learning AAAI 2022
Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning AAAI 2022
Dual Contrastive Learning for General Face Forgery Detection AAAI 2022
Contrastive Quantization with Code Memory for Unsupervised Image Retrieval AAAI 2022
CQA-Face: Contrastive Quality-Aware Attentions for Face Recognition AAAI 2022
Can Semantic Labels Assist Self-Supervised Visual Representation Learning? AAAI 2022
Neighborhood Consensus Contrastive Learning for Backward-Compatible Representation AAAI 2022
Multi-Centroid Representation Network for Domain Adaptive Person Re-ID AAAI 2022