Self-Supervised Learning

Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning AAAI 2023 Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification IJCAI 2023 MGMAE: Motion Guided Masking for Video Masked Autoencoding ICCV 2023 Micron-BERT: BERT-Based Facial Micro-Expression Recognition CVPR 2023 miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings ACL 2023 MIMEx: Intrinsic Rewards from Masked Input Modeling NeurIPS 2023 Mimicking the Thinking Process for Emotion Recognition in Conversation with Prompts and Paraphrasing IJCAI 2023 MimicPlay: Long-Horizon Imitation Learning by Watching Human Play CoRL 2023 Minimalistic Unsupervised Representation Learning with the Sparse Manifold Transform ICLR 2023 Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework IJCAI 2023 Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition AAAI 2023 Minority Oversampling for Imbalanced Data via Class-Preserving Regularized Auto-Encoders AISTATS 2023 Mitigating Framing Bias with Polarity Minimization Loss 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 Mixed Orthographic/Phonemic Language Modeling: Beyond Orthographically Restricted Transformers (BORT) ACL 2023 MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers CVPR 2023 MixRep: Hidden Representation Mixup for Low-Resource Speech Recognition Interspeech 2023 MixSpeech: Cross-Modality Self-Learning with Audio-Visual Stream Mixup for Visual Speech Translation and Recognition ICCV 2023 ML Mob at SemEval-2023 Task 5: “Breaking News: Our Semi-Supervised and Multi-Task Learning Approach Spoils Clickbait” SemEval 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 MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment IJCAI 2023 MMSpeech: Multi-modal Multi-task Encoder-Decoder Pre-training for speech recognition Interspeech 2023 MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer ICCV 2023