Self-Supervised Learning

Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint CVPR 2022 All-in-One Image Restoration for Unknown Corruption CVPR 2022 All You May Need for VQA are Image Captions NAACL 2022 Analyzing the Limits of Self-Supervision in Handling Bias in Language EMNLP 2022 An Investigation into Whitening Loss for Self-supervised Learning NeurIPS 2022 An Unsupervised Hunt for Gravitational Lenses AISTATS 2022 A Proposal-Based Paradigm for Self-Supervised Sound Source Localization in Videos CVPR 2022 A Random CNN Sees Objects: One Inductive Bias of CNN and Its Applications AAAI 2022 Artistic Style Discovery With Independent Components CVPR 2022 A Self-Supervised Mixed-Curvature Graph Neural Network AAAI 2022 A Simple Data Mixing Prior for Improving Self-Supervised Learning CVPR 2022 A Study on the Distribution of Social Biases in Self-Supervised Learning Visual Models CVPR 2022 A Style-Aware Discriminator for Controllable Image Translation CVPR 2022 A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-commerce AAAI 2022 ATD: Augmenting CP Tensor Decomposition by Self Supervision NeurIPS 2022 A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation ACL 2022 Attention-based Neural Cellular Automata NeurIPS 2022 Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-Shot Learning CVPR 2022 Audio-Adaptive Activity Recognition Across Video Domains CVPR 2022 Augmentation-Free Self-Supervised Learning on Graphs AAAI 2022 Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection Interspeech 2022 A Unified Model for Multi-class Anomaly Detection NeurIPS 2022 AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators AAAI 2022 AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints NeurIPS 2022 Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning Interspeech 2022