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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization CVPR 2025
Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models CVPR 2025
DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery CVPR 2025
Online Language Splatting ICCV 2025
Masking meets Supervision: A Strong Learning Alliance CVPR 2025
MaTe: Images Are All You Need for Material Transfer via Diffusion Transformer ICCV 2025
SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency ICCV 2025
Coordinate-based Speed of Sound Recovery for Aberration-Corrected Photoacoustic Computed Tomography ICCV 2025
Harnessing Text-to-Image Diffusion Models for Point Cloud Self-Supervised Learning ICCV 2025
Unsupervised Part Discovery via Descriptor-Based Masked Image Restoration with Optimized Constraints ICCV 2025
Unsupervised Identification of Protein Compositions and Conformations via Implicit Content-Transformation Disentanglement ICCV 2025
A Bias-Free Training Paradigm for More General AI-generated Image Detection CVPR 2025
Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models CVPR 2025
Split-and-Combine: Enhancing Style Augmentation for Single Domain Generalization ICCV 2025
4D Visual Pre-training for Robot Learning ICCV 2025
Blind2Sound: Self-Supervised Image Denoising without Residual Noise ICCV 2025
COIN: Confidence Score-Guided Distillation for Annotation-Free Cell Segmentation ICCV 2025
Blind Noisy Image Deblurring Using Residual Guidance Strategy ICCV 2025
Do It Yourself: Learning Semantic Correspondence from Pseudo-Labels ICCV 2025
SignRep: Enhancing Self-Supervised Sign Representations ICCV 2025
Adversarial Robustness of Discriminative Self-Supervised Learning in Vision ICCV 2025
MAVias: Mitigate any Visual Bias ICCV 2025
Self-supervised Learning of Hybrid Part-aware 3D Representations of 2D Gaussians and Superquadrics ICCV 2025
Online Dense Point Tracking with Streaming Memory ICCV 2025
STEP-DETR: Advancing DETR-based Semi-Supervised Object Detection with Super Teacher and Pseudo-Label Guided Text Queries ICCV 2025