"unlabeled data utilization" Papers

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Anytime-valid, Bayes-assisted, Prediction-Powered Inference

Valentin Kilian, Stefano Cortinovis, Francois Caron

NEURIPS 2025arXiv:2505.18000

Consistency-aware Self-Training for Iterative-based Stereo Matching

Jingyi Zhou, Peng Ye, Haoyu Zhang et al.

CVPR 2025arXiv:2503.23747

Unlabeled Data Can Provably Enhance In-Context Learning of Transformers

Renpu Liu, Jing Yang

NEURIPS 2025arXiv:2601.10058

Unlabeled Data Improves Fine-Grained Image Zero-shot Classification with Multimodal LLMs

Yunqi Hong, Sohyun An, Andrew Bai et al.

NEURIPS 2025arXiv:2506.03195

Improving 3D Semi-supervised Learning by Effectively Utilizing All Unlabelled Data

Sneha Paul, Zachary Patterson, Nizar Bouguila

ECCV 2024arXiv:2409.13977

Rethinking Guidance Information to Utilize Unlabeled Samples: A Label Encoding Perspective

Yulong Zhang, Yuan Yao, Shuhao Chen et al.

UDA-Bench: Revisiting Common Assumptions in Unsupervised Domain Adaptation Using a Standardized Framework

Tarun Kalluri, Sreyas Ravichandran, Manmohan Chandraker

ECCV 2024arXiv:2409.15264