Self-Supervised Learning

Align Representations With Base: A New Approach to Self-Supervised Learning CVPR 2022 Analogy-Guided Evolutionary Pretraining of Binary Word Embeddings AACL 2022 Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition Interspeech 2022 Analyzing Data-Centric Properties for Graph Contrastive Learning NeurIPS 2022 Analyzing the Limits of Self-Supervision in Handling Bias in Language EMNLP 2022 An Analytical Theory of Curriculum Learning in Teacher-Student Networks NeurIPS 2022 An Anchor-based Relative Position Embedding Method for Cross-Modal Tasks EMNLP 2022 A Near-Optimal Best-of-Both-Worlds Algorithm for Online Learning with Feedback Graphs NeurIPS 2022 An Empirical Analysis on the Vulnerabilities of End-to-End Speech Segregation Models Interspeech 2022 An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks Interspeech 2022 An Imitation Learning Curriculum for Text Editing with Non-Autoregressive Models ACL 2022 An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning COLING 2022 An Investigation into Whitening Loss for Self-supervised Learning NeurIPS 2022 Anomaly-Aware 3D Segmentation of Knee Magnetic Resonance Images MIDL 2022 Anomaly Detection by Leveraging Incomplete Anomalous Knowledge with Anomaly-Aware Bidirectional GANs IJCAI 2022 Anomaly Detection for Tabular Data with Internal Contrastive Learning ICLR 2022 Answering Open-Domain Multi-Answer Questions via a Recall-then-Verify Framework ACL 2022 Antibody-Antigen Docking and Design via Hierarchical Structure Refinement ICML 2022 AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network CVPR 2022 A Personalized Dialogue Generator with Implicit User Persona Detection COLING 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 A Self-Supervised Descriptor for Image Copy Detection CVPR 2022 A Self-supervised Joint Training Framework for Document Reranking NAACL 2022 A Self-Supervised Mixed-Curvature Graph Neural Network AAAI 2022