Self-Supervised Learning

Gestures Are Used Rationally: Information Theoretic Evidence from Neural Sequential Models COLING 2022 GlanceNets: Interpretable, Leak-proof Concept-based Models NeurIPS 2022 GLM: General Language Model Pretraining with Autoregressive Blank Infilling ACL 2022 Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning AAAI 2022 Group Contextualization for Video Recognition CVPR 2022 Grow and Merge: A Unified Framework for Continuous Categories Discovery NeurIPS 2022 GTCOM Neural Machine Translation Systems for WMT22 EMNLP 2022 Harmony: A Generic Unsupervised Approach for Disentangling Semantic Content From Parameterized Transformations CVPR 2022 HierSpeech: Bridging the Gap between Text and Speech by Hierarchical Variational Inference using Self-supervised Representations for Speech Synthesis NeurIPS 2022 HOLM: Hallucinating Objects with Language Models for Referring Expression Recognition in Partially-Observed Scenes ACL 2022 How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning? NeurIPS 2022 Human Hands As Probes for Interactive Object Understanding CVPR 2022 Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load Interspeech 2022 IDR: Self-Supervised Image Denoising via Iterative Data Refinement CVPR 2022 Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data CVPR 2022 Implicit Motion Handling for Video Camouflaged Object Detection CVPR 2022 Imposing Consistency for Optical Flow Estimation CVPR 2022 Improving Commonsense Contingent Reasoning by Pseudo-data and Its Application to the Related Tasks COLING 2022 Improving Compositional Generalization with Self-Training for Data-to-Text Generation ACL 2022 Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation Interspeech 2022 Improving Neural Implicit Surfaces Geometry With Patch Warping CVPR 2022 Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking ACL 2022 Incremental Cross-View Mutual Distillation for Self-Supervised Medical CT Synthesis CVPR 2022 Incremental False Negative Detection for Contrastive Learning ICLR 2022 Independence-based Joint Dereverberation and Separation with Neural Source Model Interspeech 2022