Self-Supervised Learning

Boosting Self-Supervised Embeddings for Speech Enhancement Interspeech 2022 Bootstrapping Informative Graph Augmentation via A Meta Learning Approach IJCAI 2022 Borrowing Human Senses: Comment-Aware Self-Training for Social Media Multimodal Classification EMNLP 2022 BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog NAACL 2022 Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding ICML 2022 Breathing Freely: Self-supervised Liver T1rho Mapping from A Single T1rho-weighted Image MIDL 2022 Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation NAACL 2022 Bridging the Gap from Asymmetry Tricks to Decorrelation Principles in Non-contrastive Self-supervised Learning NeurIPS 2022 Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech AAAI 2022 Bringing Image Scene Structure to Video via Frame-Clip Consistency of Object Tokens NeurIPS 2022 BYOL-Explore: Exploration by Bootstrapped Prediction NeurIPS 2022 CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging MIDL 2022 CAISA at WASSA 2022: Adapter-Tuning for Empathy Prediction ACL 2022 CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion ACL 2022 Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentification CVPR 2022 Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis AISTATS 2022 Can Semantic Labels Assist Self-Supervised Visual Representation Learning? AAAI 2022 Can Vision Transformers Learn without Natural Images? AAAI 2022 CASA: Category-agnostic Skeletal Animal Reconstruction NeurIPS 2022 Causal Dynamics Learning for Task-Independent State Abstraction ICML 2022 CAUSE: Crossmodal Action Unit Sequence Estimation from Speech Interspeech 2022 CCLF: A Contrastive-Curiosity-Driven Learning Framework for Sample-Efficient Reinforcement Learning IJCAI 2022 Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training Interspeech 2022 CENTAL at TSAR-2022 Shared Task: How Does Context Impact BERT-Generated Substitutions for Lexical Simplification? EMNLP 2022 CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022