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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation ICCV 2021
Exploring Geometry-Aware Contrast and Clustering Harmonization for Self-Supervised 3D Object Detection ICCV 2021
Grafit: Learning Fine-Grained Image Representations With Coarse Labels ICCV 2021
Equivariant Imaging: Learning Beyond the Range Space ICCV 2021
Joint Representation Learning and Novel Category Discovery on Single- and Multi-Modal Data ICCV 2021
Divide and Contrast: Self-Supervised Learning From Uncurated Data ICCV 2021
Joint Audio-Visual Deepfake Detection ICCV 2021
Time-Equivariant Contrastive Video Representation Learning ICCV 2021
Self Supervision to Distillation for Long-Tailed Visual Recognition ICCV 2021
Video Annotation for Visual Tracking via Selection and Refinement ICCV 2021
SaccadeCam: Adaptive Visual Attention for Monocular Depth Sensing ICCV 2021
Learning Temporal Dynamics From Cycles in Narrated Video ICCV 2021
Me-Momentum: Extracting Hard Confident Examples From Noisily Labeled Data ICCV 2021
Seeing Dynamic Scene in the Dark: A High-Quality Video Dataset With Mechatronic Alignment ICCV 2021
Mean Shift for Self-Supervised Learning ICCV 2021
Shape Self-Correction for Unsupervised Point Cloud Understanding ICCV 2021
Continual Prototype Evolution: Learning Online From Non-Stationary Data Streams ICCV 2021
Iterative Label Cleaning for Transductive and Semi-Supervised Few-Shot Learning ICCV 2021
Trash To Treasure: Harvesting OOD Data With Cross-Modal Matching for Open-Set Semi-Supervised Learning ICCV 2021
Regularizing Nighttime Weirdness: Efficient Self-Supervised Monocular Depth Estimation in the Dark ICCV 2021
Coarsely-Labeled Data for Better Few-Shot Transfer ICCV 2021
Emerging Properties in Self-Supervised Vision Transformers ICCV 2021
AESOP: Abstract Encoding of Stories, Objects, and Pictures ICCV 2021
Encoder-Decoder With Multi-Level Attention for 3D Human Shape and Pose Estimation ICCV 2021
The Animation Transformer: Visual Correspondence via Segment Matching ICCV 2021