Self-Supervised Learning

Meta-DiffuB: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration NeurIPS 2024 Metaphor Detection with Context Enhancement and Curriculum Learning NAACL 2024 MetaReflection: Learning Instructions for Language Agents using Past Reflections EMNLP 2024 MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checking ACL 2024 mHuBERT-147: A Compact Multilingual HuBERT Model Interspeech 2024 MID-FiLD: MIDI Dataset for Fine-Level Dynamics AAAI 2024 MIDGARD: Self-Consistency Using Minimum Description Length for Structured Commonsense Reasoning ACL 2024 MILES: Making Imitation Learning Easy with Self-Supervision CoRL 2024 Mimic: Speaking Style Disentanglement for Speech-Driven 3D Facial Animation AAAI 2024 Mind Your Augmentation: The Key to Decoupling Dense Self-Supervised Learning ICLR 2024 MineObserver 2.0: A Deep Learning & In-Game Framework for Assessing Natural Language Descriptions of Minecraft Imagery AAAI 2024 Mining Supervision for Dynamic Regions in Self-Supervised Monocular Depth Estimation CVPR 2024 MinSpeech: A Corpus of Southern Min Dialect for Automatic Speech Recognition Interspeech 2024 MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens NeurIPS 2024 Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning ACL 2024 Missing Modality Prediction for Unpaired Multimodal Learning via Joint Embedding of Unimodal Models ECCV 2024 Mitigating Matthew Effect: Multi-Hypergraph Boosted Multi-Interest Self-Supervised Learning for Conversational Recommendation EMNLP 2024 Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning CVPR 2024 Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange CVPR 2024 Mitigating Overfitting in Structured Pruning of ASR Models with Gradient-Guided Parameter Regularization Interspeech 2024 Mitigating Reversal Curse in Large Language Models via Semantic-aware Permutation Training ACL 2024 MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning CVPR 2024 ML-SUPERB 2.0: Benchmarking Multilingual Speech Models Across Modeling Constraints, Languages, and Datasets Interspeech 2024 MMM: Generative Masked Motion Model CVPR 2024 MMM: Multi-Layer Multi-Residual Multi-Stream Discrete Speech Representation from Self-supervised Learning Model Interspeech 2024