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Self-Supervised Learning

323 directly classified papers

Papers per year

Papers

CleanDIFT: Diffusion Features without Noise CVPR 2025
Diffusion Model is Effectively Its Own Teacher CVPR 2025
SPC-GS: Gaussian Splatting with Semantic-Prompt Consistency for Indoor Open-World Free-view Synthesis from Sparse Inputs CVPR 2025
ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way CVPR 2025
Rotation-Equivariant Self-Supervised Method in Image Denoising CVPR 2025
MENTOR: Human Perception-Guided Pretraining for Increased Generalization WACV 2025
Unsupervised Video Highlight Detection by Learning from Audio and Visual Recurrence WACV 2025
DocTTT: Test-Time Training for Handwritten Document Recognition using Meta-Auxiliary Learning WACV 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
Local Masked Reconstruction for Efficient Self-Supervised Learning on High-Resolution Images WACV 2025
Self-Supervised Pre-Training with Diffusion Model for Few-Shot Landmark Detection in X-Ray Images WACV 2025
CrowdMAC: Masked Crowd Density Completion for Robust Crowd Density Forecasting WACV 2025
GaussianOcc: Fully Self-supervised and Efficient 3D Occupancy Estimation with Gaussian Splatting ICCV 2025
SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale ACL 2025
OS-GCL: A One-Shot Learner in Graph Contrastive Learning IJCAI 2025
Learnable Feature Patches and Vectors for Boosting Low-light Image Enhancement without External Knowledge ICCV 2025
StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning ICCV 2025
Similarity Memory Prior is All You Need for Medical Image Segmentation ICCV 2025
Semantic-guided Camera Ray Regression for Visual Localization ICCV 2025
Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding EMNLP 2025
Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation EMNLP 2025
Beyond Demonstrations: Dynamic Vector Construction from Latent Representations EMNLP 2025
O_O-VC: Synthetic Data-Driven One-to-One Alignment for Any-to-Any Voice Conversion EMNLP 2025
Automatic Text Segmentation of Ancient and Historic Hebrew NAACL 2025