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self-supervised learning

4,385 papers

SSL SELF-SL

Papers

Locally Adaptive Neural 3D Morphable Models CVPR 2024 Location-Aware Self-Supervised Transformers for Semantic Segmentation WACV 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 LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images CVPR 2024 M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation Interspeech 2024 M33D: Learning 3D Priors Using Multi-Modal Masked Autoencoders for 2D Image and Video Understanding WACV 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 MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions ICML 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 Autoencoders for Microscopy are Scalable Learners of Cellular Biology CVPR 2024 Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners ICLR 2024 Masked Distillation Advances Self-Supervised Transformer Architecture Search ICLR 2024 Masked Pre-training Enables Universal Zero-shot Denoiser NeurIPS 2024 Masking Improves Contrastive Self-Supervised Learning for ConvNets, and Saliency Tells You Where WACV 2024 Matrix Information Theory for Self-Supervised Learning ICML 2024 MCM: Masked Cell Modeling for Anomaly Detection in Tabular Data ICLR 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 Memorize What Matters: Emergent Scene Decomposition from Multitraverse 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