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Self-Supervised Learning

2959 directly classified papers

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Papers

Unsupervised RGB-D Point Cloud Registration for Scenes with Low Overlap and Photometric Inconsistency ICCV 2025
BlueNeg: A 35mm Negative Film Dataset for Restoring Channel-Heterogeneous Deterioration ICCV 2025
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow ICCV 2025
Skeleton Motion Words for Unsupervised Skeleton-Based Temporal Action Segmentation ICCV 2025
Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation CVPR 2025
SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning EMNLP 2025
KBAlign: Efficient Self Adaptation on Specific Textual Knowledge Bases EMNLP 2025
Emergent morpho-phonological representations in self-supervised speech models EMNLP 2025
Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images CVPR 2025
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline CVPR 2025
GEOPARD: Geometric Pretraining for Articulation Prediction in 3D Shapes ICCV 2025
CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency EMNLP 2025
NILE: Internal Consistency Alignment in Large Language Models EMNLP 2025
Conditional [MASK] Discrete Diffusion Language Model EMNLP 2025
Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement ICCV 2025
MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations WACV 2025
RayZer: A Self-supervised Large View Synthesis Model ICCV 2025
Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks ICCV 2025
Can VLMs Recall Factual Associations From Visual References? EMNLP 2025
From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition EMNLP 2025
Query Efficient Black-Box Visual Prompting with Subspace Learning CVPR 2025
Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining CVPR 2025
Diffusion-based Event Generation for High-Quality Image Deblurring CVPR 2025
Autoregressive Sequential Pretraining for Visual Tracking CVPR 2025
Lifting by Gaussians: A Simple Fast and Flexible Method for 3D Instance Segmentation WACV 2025