Self-Supervised Learning

Masked Latent Semantic Modeling: an Efficient Pre-training Alternative to Masked Language Modeling ACL 2023 Masked Motion Encoding for Self-Supervised Video Representation Learning CVPR 2023 Masked Path Modeling for Vision-and-Language Navigation EMNLP 2023 Masked Representation Learning for Domain Generalized Stereo Matching CVPR 2023 Masked Trajectory Models for Prediction, Representation, and Control ICML 2023 Masked Unsupervised Self-training for Label-free Image Classification ICLR 2023 Masked Video Distillation: Rethinking Masked Feature Modeling for Self-Supervised Video Representation Learning CVPR 2023 Memorization Weights for Instance Reweighting in Adversarial Training AAAI 2023 Metadata-Based RAW Reconstruction via Implicit Neural Functions CVPR 2023 Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning AAAI 2023 Meta-Sketch: A Neural Data Structure for Estimating Item Frequencies of Data Streams AAAI 2023 MHCCL: Masked Hierarchical Cluster-Wise Contrastive Learning for Multivariate Time Series AAAI 2023 MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation CVPR 2023 MIL-Decoding: Detoxifying Language Models at Token-Level via Multiple Instance Learning ACL 2023 MIMEx: Intrinsic Rewards from Masked Input Modeling NeurIPS 2023 Mind the Gap Between Conversations for Improved Long-Term Dialogue Generation EMNLP 2023 Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation ACL 2023 Mixed Autoencoder for Self-Supervised Visual Representation Learning CVPR 2023 MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers CVPR 2023 MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering CVPR 2023 ML-SUPERB: Multilingual Speech Universal PERformance Benchmark Interspeech 2023 MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling With Informative-Preserved Reconstruction and Self-Distilled Consistency CVPR 2023 MMSpeech: Multi-modal Multi-task Encoder-Decoder Pre-training for speech recognition Interspeech 2023 MocoSFL: enabling cross-client collaborative self-supervised learning ICLR 2023 Modality-Agnostic Debiasing for Single Domain Generalization CVPR 2023