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Self-Supervised Learning

323 directly classified papers

Papers per year

Papers

VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation CVPR 2025
ISACL: Internal State Analyzer for Copyrighted Training Data Leakage EMNLP 2025
SMILE: Infusing Spatial and Motion Semantics in Masked Video Learning CVPR 2025
Improving Visual and Downstream Performance of Low-Light Enhancer with Vision Foundation Models Collaboration CVPR 2025
DocTTT: Test-Time Training for Handwritten Document Recognition using Meta-Auxiliary Learning WACV 2025
Improving Editability in Image Generation with Layer-wise Memory CVPR 2025
Quaffure: Real-Time Quasi-Static Neural Hair Simulation CVPR 2025
Probabilistic Forecasting of Irregularly Sampled Time Series with Missing Values via Conditional Normalizing Flows AAAI 2025
MENTOR: Human Perception-Guided Pretraining for Increased Generalization WACV 2025
Taming Teacher Forcing for Masked Autoregressive Video Generation CVPR 2025
Noise Modeling in One Hour: Minimizing Preparation Efforts for Self-supervised Low-Light RAW Image Denoising CVPR 2025
RoCo-Sim: Enhancing Roadside Collaborative Perception through Foreground Simulation ICCV 2025
Self-supervised ControlNet with Spatio-Temporal Mamba for Real-world Video Super-resolution CVPR 2025
IntroStyle: Training-Free Introspective Style Attribution using Diffusion Features ICCV 2025
Local Masked Reconstruction for Efficient Self-Supervised Learning on High-Resolution Images WACV 2025
ACE: Anatomically Consistent Embeddings in Composition and Decomposition WACV 2025
SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction ACL 2025
FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning CVPR 2025
One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion CVPR 2025
CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment CVPR 2025
Improving Low-Resource Morphological Inflection via Self-Supervised Objectives ACL 2025
Semi-Supervised Semantic Depth Estimation Using Symbiotic Transformer and NearFarMix Augmentation WACV 2024
Depth-aware Test-Time Training for Zero-shot Video Object Segmentation CVPR 2024
ECSIC: Epipolar Cross Attention for Stereo Image Compression WACV 2024
T-VSL: Text-Guided Visual Sound Source Localization in Mixtures CVPR 2024