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Self-Supervised Learning

2959 directly classified papers

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Papers

CA2C: A Prior-Knowledge-Free Approach for Robust Label Noise Learning via Asymmetric Co-learning and Co-training ICCV 2025
From Linearity to Non-Linearity: How Masked Autoencoders Capture Spatial Correlations ICCV 2025
A Bias-Free Training Paradigm for More General AI-generated Image Detection CVPR 2025
Towards Real Unsupervised Anomaly Detection Via Confident Meta-Learning ICCV 2025
V2V3D: View-to-View Denoised 3D Reconstruction for Light Field Microscopy CVPR 2025
Online Language Splatting ICCV 2025
Any-Resolution AI-Generated Image Detection by Spectral Learning CVPR 2025
ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction ACL 2025
Self-Supervised Learning for Color Spike Camera Reconstruction CVPR 2025
Logic-Regularized Verifier Elicits Reasoning from LLMs ACL 2025
Distribution Prototype Diffusion Learning for Open-set Supervised Anomaly Detection CVPR 2025
Take the Bull by the Horns: Learning to Segment Hard Samples CVPR 2025
Learning Visual Generative Priors without Text CVPR 2025
SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency ICCV 2025
Autoregressive Sequential Pretraining for Visual Tracking CVPR 2025
MaTe: Images Are All You Need for Material Transfer via Diffusion Transformer ICCV 2025
ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning CVPR 2025
MoSiC: Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning ICCV 2025
From Curiosity to Clarity : Exploring the Impact of Consecutive Why-Questions NAACL 2025
Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection NAACL 2025
Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples NAACL 2025
LMU at PerAnsSumm 2025: LlaMA-in-the-loop at Perspective-Aware Healthcare Answer Summarization Task 2.2 Factuality NAACL 2025
A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension NAACL 2025
Building Vision Models upon Heat Conduction CVPR 2025
Feature Extraction and Representation of Pre-training Point Cloud Based on Diffusion Models ICCV 2025