Self-Supervised Learning

Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners ICLR 2024 Masked Completion via Structured Diffusion with White-Box Transformers ICLR 2024 Masked Distillation Advances Self-Supervised Transformer Architecture Search ICLR 2024 Masked Event Modeling: Self-Supervised Pretraining for Event Cameras WACV 2024 Masked Pre-training Enables Universal Zero-shot Denoiser NeurIPS 2024 Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models ACL 2024 Mask-Homo: Pseudo Plane Mask-Guided Unsupervised Multi-Homography Estimation AAAI 2024 Masking Improves Contrastive Self-Supervised Learning for ConvNets, and Saliency Tells You Where WACV 2024 MaskSR: Masked Language Model for Full-band Speech Restoration Interspeech 2024 MASTER: Market-Guided Stock Transformer for Stock Price Forecasting AAAI 2024 MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning ICLR 2024 Math Problem Solving: Enhancing Large Language Models with Semantically Rich Symbolic Variables COLING 2024 Matrix Information Theory for Self-Supervised Learning ICML 2024 MATSA: Multi-Agent Table Structure Attribution EMNLP 2024 MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection Interspeech 2024 Maximum entropy GFlowNets with soft Q-learning AISTATS 2024 M-BEV: Masked BEV Perception for Robust Autonomous Driving AAAI 2024 MCM: Masked Cell Modeling for Anomaly Detection in Tabular Data ICLR 2024 Measuring Self-Supervised Representation Quality for Downstream Classification Using Discriminative Features AAAI 2024 Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification NeurIPS 2024 Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning NeurIPS 2024 Memorization in Self-Supervised Learning Improves Downstream Generalization ICLR 2024 Mercury: A Code Efficiency Benchmark for Code Large Language Models NeurIPS 2024 MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training ICLR 2024 Meta-Adapter for Self-Supervised Speech Models: A Solution to Low-Resource Speech Recognition Challenges COLING 2024