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Self-Supervised Learning

8,405 papers

Papers per year

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19
682
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Papers

Collaborative Unsupervised Visual Representation Learning From Decentralized Data ICCV 2021
RECALL: Replay-Based Continual Learning in Semantic Segmentation ICCV 2021
Multimodal Clustering Networks for Self-Supervised Learning From Unlabeled Videos ICCV 2021
Physics-Based Human Motion Estimation and Synthesis From Videos ICCV 2021
Pathdreamer: A World Model for Indoor Navigation ICCV 2021
Saliency-Associated Object Tracking ICCV 2021
Removing Adversarial Noise in Class Activation Feature Space ICCV 2021
Learning Realistic Human Reposing Using Cyclic Self-Supervision With 3D Shape, Pose, and Appearance Consistency ICCV 2021
Warp Consistency for Unsupervised Learning of Dense Correspondences ICCV 2021
SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization ICCV 2021
SSH: A Self-Supervised Framework for Image Harmonization ICCV 2021
Self-Supervised 3D Face Reconstruction via Conditional Estimation ICCV 2021
Self-Supervised Monocular Depth Estimation for All Day Images Using Domain Separation ICCV 2021
An Empirical Study of Training Self-Supervised Vision Transformers ICCV 2021
Photon-Starved Scene Inference Using Single Photon Cameras ICCV 2021
Unsupervised Deep Video Denoising ICCV 2021
Efficient Visual Pretraining With Contrastive Detection ICCV 2021
Discovering 3D Parts From Image Collections ICCV 2021
GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image Recognition ICCV 2021
Virtual Multi-Modality Self-Supervised Foreground Matting for Human-Object Interaction ICCV 2021
Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation ICCV 2021
Self-Supervised Object Detection via Generative Image Synthesis ICCV 2021
Sample Efficient Detection and Classification of Adversarial Attacks via Self-Supervised Embeddings ICCV 2021
Bootstrap Your Own Correspondences ICCV 2021
Adaptive Curriculum Learning ICCV 2021