Self-Supervised Learning

Self-Supervised Steering Angle Prediction for Vehicle Control Using Visual Odometry AISTATS 2021 Self-Supervised Training for Blind Multi-Frame Video Denoising WACV 2021 Self-Supervised Video GANs: Learning for Appearance Consistency and Motion Coherency CVPR 2021 Self-Supervised Video Hashing via Bidirectional Transformers CVPR 2021 Self-Supervised Video Representation Learning by Context and Motion Decoupling CVPR 2021 Self-Supervised Video Representation Learning with Constrained Spatiotemporal Jigsaw IJCAI 2021 Self-Supervised Visibility Learning for Novel View Synthesis CVPR 2021 Self-supervised Visual Reinforcement Learning with Object-centric Representations ICLR 2021 Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data EMNLP 2021 Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation ACL 2021 SeLFVi: Self-Supervised Light-Field Video Reconstruction From Stereo Video ICCV 2021 Shelf-Supervised Mesh Prediction in the Wild CVPR 2021 Shot Contrastive Self-Supervised Learning for Scene Boundary Detection CVPR 2021 SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition NeurIPS 2021 Simple and Effective Stochastic Neural Networks AAAI 2021 Simple and Effective VAE Training with Calibrated Decoders ICML 2021 Single Pair Cross-Modality Super Resolution CVPR 2021 Single-Shot Freestyle Dance Reenactment CVPR 2021 SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks NeurIPS 2021 SMURF: Self-Teaching Multi-Frame Unsupervised RAFT With Full-Image Warping CVPR 2021 SNIPS: Solving Noisy Inverse Problems Stochastically NeurIPS 2021 SOLD2: Self-Supervised Occlusion-Aware Line Description and Detection CVPR 2021 Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework NeurIPS 2021 Spatially Consistent Representation Learning CVPR 2021 Spatiotemporal Contrastive Video Representation Learning CVPR 2021