Self-Supervised Learning

Multi-Task Self-Training for Learning General Representations ICCV 2021 Multi-View Information-Bottleneck Representation Learning AAAI 2021 Negative Data Augmentation ICLR 2021 Neighbor2Neighbor: Self-Supervised Denoising From Single Noisy Images CVPR 2021 Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations NeurIPS 2021 Neural-based RST Parsing And Analysis In Persuasive Discourse EMNLP 2021 Neural Descent for Visual 3D Human Pose and Shape CVPR 2021 NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation ACL 2021 NICT Kyoto Submission for the WMT’21 Quality Estimation Task: Multimetric Multilingual Pretraining for Critical Error Detection EMNLP 2021 No Frame Left Behind: Full Video Action Recognition CVPR 2021 Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning AAAI 2021 Noisy Student-Teacher Training for Robust Keyword Spotting Interspeech 2021 NORESQA: A Framework for Speech Quality Assessment using Non-Matching References NeurIPS 2021 No RL, No Simulation: Learning to Navigate without Navigating NeurIPS 2021 OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning CVPR 2021 One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing CVPR 2021 On Feature Decorrelation in Self-Supervised Learning ICCV 2021 Online Learning Of Neural Computations From Sparse Temporal Feedback NeurIPS 2021 On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation EMNLP 2021 On the Influence of Masking Policies in Intermediate Pre-training EMNLP 2021 On the Role of Corpus Ordering in Language Modeling EMNLP 2021 OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World CVPR 2021 Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks IJCAI 2021 Panoptic Segmentation Forecasting CVPR 2021 Parallel and Flexible Sampling from Autoregressive Models via Langevin Dynamics ICML 2021