Self-Supervised Learning

Look Ahead or Look Around? A Theoretical Comparison Between Autoregressive and Masked Pretraining ICML 2024 Looking within the self: Investigating the Impact of Data Augmentation with Self-training on Automatic Speech Recognition for Hupa EACL 2024 LoRA-MER: Low-Rank Adaptation of Pre-Trained Speech Models for Multimodal Emotion Recognition Using Mutual Information Interspeech 2024 LoTLIP: Improving Language-Image Pre-training for Long Text Understanding NeurIPS 2024 Low Category Uncertainty and High Training Potential Instance Learning for Unsupervised Domain Adaptation AAAI 2024 Low-Rank Approximation of Structural Redundancy for Self-Supervised Learning CLeaR 2024 Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning CVPR 2024 M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation Interspeech 2024 M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought ACL 2024 M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and Multispectral Data NeurIPS 2024 MAELi: Masked Autoencoder for Large-Scale LiDAR Point Clouds WACV 2024 MAFA: Managing False Negatives for Vision-Language Pre-training CVPR 2024 MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model CVPR 2024 MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions ICML 2024 Making AI Policies Transparent to Humans through Demonstrations AAAI 2024 Making a Long Story Short in Conversation Modeling EACL 2024 Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences EMNLP 2024 MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection SemEval 2024 MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning ICLR 2024 MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension EMNLP 2024 MART: Masked Affective RepresenTation Learning via Masked Temporal Distribution Distillation CVPR 2024 Mask-Based Modeling for Neural Radiance Fields ICLR 2024 Masked and Shuffled Blind Spot Denoising for Real-World Images CVPR 2024 Masked AutoDecoder is Effective Multi-Task Vision Generalist CVPR 2024 Masked Autoencoders for Microscopy are Scalable Learners of Cellular Biology CVPR 2024