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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Enhancing Virtual Try-On with Synthetic Pairs and Error-Aware Noise Scheduling CVPR 2025
S3E: Self-Supervised State Estimation for Radar-Inertial System ICCV 2025
Learning from Streaming Video with Orthogonal Gradients CVPR 2025
Pre-trained Language Models Learn Remarkably Accurate Representations of Numbers EMNLP 2025
4Real-Video: Learning Generalizable Photo-Realistic 4D Video Diffusion CVPR 2025
EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance CVPR 2025
Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining EMNLP 2025
LLM-Guided Co-Training for Text Classification EMNLP 2025
VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning CVPR 2025
Geometry in Style: 3D Stylization via Surface Normal Deformation CVPR 2025
BoN Appetit Team at LeWiDi-2025: Best-of-N Test-time Scaling Can Not Stomach Annotation Disagreements (Yet) EMNLP 2025
DFM: Differentiable Feature Matching for Anomaly Detection CVPR 2025
Self-Critique and Refinement for Faithful Natural Language Explanations EMNLP 2025
Emergent morpho-phonological representations in self-supervised speech models EMNLP 2025
Unseen Visual Anomaly Generation CVPR 2025
Findings of the Third BabyLM Challenge: Accelerating Language Modeling Research with Cognitively Plausible Data EMNLP 2025
Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees EMNLP 2025
ControlText: Unlocking Controllable Fonts in Multilingual Text Rendering without Font Annotations EMNLP 2025
SAEs Are Good for Steering – If You Select the Right Features EMNLP 2025
PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides EMNLP 2025
Just Dance with pi! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection CVPR 2025
RoGSplat: Learning Robust Generalizable Human Gaussian Splatting from Sparse Multi-View Images CVPR 2025
Playpen: An Environment for Exploring Learning From Dialogue Game Feedback EMNLP 2025
Improving Clustering with Positive Pairs Generated from LLM-Driven Labels EMNLP 2025
Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework EMNLP 2025