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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Geometric Unsupervised Domain Adaptation for Semantic Segmentation ICCV 2021
Dynamic Surface Function Networks for Clothed Human Bodies ICCV 2021
Preservational Learning Improves Self-Supervised Medical Image Models by Reconstructing Diverse Contexts ICCV 2021
ViewNet: Unsupervised Viewpoint Estimation From Conditional Generation ICCV 2021
Self-Supervised Pretraining of 3D Features on Any Point-Cloud ICCV 2021
Fine-Grained Semantics-Aware Representation Enhancement for Self-Supervised Monocular Depth Estimation ICCV 2021
Region Similarity Representation Learning ICCV 2021
Towards High Fidelity Monocular Face Reconstruction With Rich Reflectance Using Self-Supervised Learning and Ray Tracing ICCV 2021
ASCNet: Self-Supervised Video Representation Learning With Appearance-Speed Consistency ICCV 2021
SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation ICCV 2021
Self-Supervised Domain Adaptation for Forgery Localization of JPEG Compressed Images ICCV 2021
Relational Embedding for Few-Shot Classification ICCV 2021
Big Self-Supervised Models Advance Medical Image Classification ICCV 2021
BossNAS: Exploring Hybrid CNN-Transformers With Block-Wisely Self-Supervised Neural Architecture Search ICCV 2021
Self-Supervised 3D Hand Pose Estimation From Monocular RGB via Contrastive Learning ICCV 2021
ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning ICCV 2021
Self-Supervised Video Representation Learning With Meta-Contrastive Network ICCV 2021
RandomRooms: Unsupervised Pre-Training From Synthetic Shapes and Randomized Layouts for 3D Object Detection ICCV 2021
Revealing the Reciprocal Relations Between Self-Supervised Stereo and Monocular Depth Estimation ICCV 2021
Learning To Discover Reflection Symmetry via Polar Matching Convolution ICCV 2021
Crossover Learning for Fast Online Video Instance Segmentation ICCV 2021
Multi-Level Curriculum for Training a Distortion-Aware Barrel Distortion Rectification Model ICCV 2021
DepthInSpace: Exploitation and Fusion of Multiple Video Frames for Structured-Light Depth Estimation ICCV 2021
Learning To Diversify for Single Domain Generalization ICCV 2021
Self-Supervised Visual Representations Learning by Contrastive Mask Prediction ICCV 2021