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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Soft Self-labeling and Potts Relaxations for Weakly-supervised Segmentation CVPR 2025
MonoInstance: Enhancing Monocular Priors via Multi-view Instance Alignment for Neural Rendering and Reconstruction CVPR 2025
DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation CVPR 2025
Discrete to Continuous: Generating Smooth Transition Poses from Sign Language Observations CVPR 2025
Unified Medical Lesion Segmentation via Self-referring Indicator CVPR 2025
Generative Video Propagation CVPR 2025
Learning Class Prototypes for Unified Sparse-Supervised 3D Object Detection CVPR 2025
Unified Video Generation via Next-Set Prediction in Continuous Domain ICCV 2025
Open-world Radio Frequency Fingerprint Identification via Augmented Semi-supervised Learning AAAI 2025
SPU-IMR: Self-supervised Arbitrary-scale Point Cloud Upsampling via Iterative Mask-recovery Network AAAI 2025
Bridge the Gap: From Weak to Full Supervision for Temporal Action Localization with PseudoFormer CVPR 2025
ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks AAAI 2025
mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design AAAI 2025
Ouroboros-Diffusion: Exploring Consistent Content Generation in Tuning-free Long Video Diffusion AAAI 2025
EvHDR-GS: Event-guided HDR Video Reconstruction with 3D Gaussian Splatting AAAI 2025
DCTMamba: Advancing JPEG Image Restoration Through Long-Sequence Modeling and Adaptive Frequency Strategy AAAI 2025
USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation AAAI 2025
MUCD: Unsupervised Point Cloud Change Detection via Masked Consistency AAAI 2025
CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing AAAI 2025
Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision AAAI 2025
Bootstraping Clustering of Gaussians for View-consistent 3D Scene Understanding AAAI 2025
Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging WACV 2025
GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image Reconstruction WACV 2025
MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations WACV 2025
SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark ICCV 2025