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self-supervised learning

3751 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

Hyperbolic Category Discovery CVPR 2025
Shadow Removal Refinement via Material-Consistent Shadow Edges WACV 2025
Self-Supervised Learning with Probabilistic Density Labeling for Rainfall Probability Estimation WACV 2025
Video Language Model Pretraining with Spatio-temporal Masking CVPR 2025
Any-Resolution AI-Generated Image Detection by Spectral Learning CVPR 2025
Gaze-LLE: Gaze Target Estimation via Large-Scale Learned Encoders CVPR 2025
Probing the Mid-level Vision Capabilities of Self-Supervised Learning CVPR 2025
Masked Scene Modeling: Narrowing the Gap Between Supervised and Self-Supervised Learning in 3D Scene Understanding CVPR 2025
A Regularization-Guided Equivariant Approach for Image Restoration CVPR 2025
Tree-of-Code: A Self-Growing Tree Framework for End-to-End Code Generation and Execution in Complex Tasks ACL 2025
Unlocking LLMs’ Self-Improvement Capacity with Autonomous Learning for Domain Adaptation ACL 2025
AnyCam: Learning to Recover Camera Poses and Intrinsics from Casual Videos CVPR 2025
Transparent and Coherent Procedural Mistake Detection EMNLP 2025
Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs EMNLP 2025
Language Models as Continuous Self-Evolving Data Engineers EMNLP 2025
Invisible Backdoor Attack against Self-supervised Learning CVPR 2025
Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging Scenes CVPR 2025
Adapting Pre-trained 3D Models for Point Cloud Video Understanding via Cross-frame Spatio-temporal Perception CVPR 2025
When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning CVPR 2025
Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors CVPR 2025
Bootstrap Your Own Views: Masked Ego-Exo Modeling for Fine-grained View-invariant Video Representations CVPR 2025
ScaleLSD: Scalable Deep Line Segment Detection Streamlined CVPR 2025
TAGA: Self-supervised Learning for Template-free Animatable Gaussian Articulated Model CVPR 2025
GlobalDoc: A Cross-Modal Vision-Language Framework for Real-World Document Image Retrieval and Classification WACV 2025
MonoMixer: Marrying Convolution and Vision Transformer for Efficient Self-Supervised Monocular Depth Estimation IJCAI 2025