Self-Supervised Learning

Barlow Graph Auto-Encoder for Unsupervised Network Embedding AISTATS 2023 BarlowRL: Barlow Twins for Data-Efficient Reinforcement Learning ACML 2023 BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis NeurIPS 2023 BAT: Boundary aware transducer for memory-efficient and low-latency ASR Interspeech 2023 BEATs: Audio Pre-Training with Acoustic Tokenizers ICML 2023 Become a Proficient Player with Limited Data through Watching Pure Videos ICLR 2023 Behavior Contrastive Learning for Unsupervised Skill Discovery ICML 2023 BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction ICCV 2023 Benchmarking Self-Supervised Learning on Diverse Pathology Datasets CVPR 2023 Better Correlation and Robustness: A Distribution-Balanced Self-Supervised Learning Framework for Automatic Dialogue Evaluation NeurIPS 2023 Better Training of GFlowNets with Local Credit and Incomplete Trajectories ICML 2023 Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks CVPR 2023 Beyond Black-Boxes: Teaching Complex Machine Learning Ideas through Scaffolded Interactive Activities AAAI 2023 Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval ACL 2023 Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense NeurIPS 2023 Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating AAAI 2023 Biased Self-supervised Learning for ASR Interspeech 2023 Bias-Eliminating Augmentation Learning for Debiased Federated Learning CVPR 2023 BioFEG: Generate Latent Features for Biomedical Entity Linking EMNLP 2023 BIOptimus: Pre-training an Optimal Biomedical Language Model with Curriculum Learning for Named Entity Recognition ACL 2023 BIOT: Biosignal Transformer for Cross-data Learning in the Wild NeurIPS 2023 Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders EMNLP 2023 BirdSoundsDenoising: Deep Visual Audio Denoising for Bird Sounds WACV 2023 Birth of a Transformer: A Memory Viewpoint NeurIPS 2023 BKinD-3D: Self-Supervised 3D Keypoint Discovery From Multi-View Videos CVPR 2023