Ran Tao

Joined

July 2019

Names

Ran Tao

Emails

****@cmu.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Carnegie Mellon University (cmu.edu)

2017 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Marios Savvides

2017 – 2023

Expertise

semi-supervised learning

2021 – Present

few-shot learning

2019 – Present

object detection

2017 – 2018

Publications

Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations
Hao Chen, Ankit Shah, Jindong Wang, Ran Tao, Yidong Wang, Xiang Li, Xing Xie, Masashi Sugiyama, Rita Singh, Bhiksha Raj
- NeurIPS 2024 poster
- Readers: Everyone
Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks
Hao Chen, Jindong Wang, Ankit Shah, Ran Tao, Hongxin Wei, Xing Xie, Masashi Sugiyama, Bhiksha Raj
- ICLR 2024 spotlight
- Readers: Everyone
Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations
Hao Chen, Ankit Shah, Jindong Wang, Ran Tao, Yidong Wang, Xing Xie, Masashi Sugiyama, Rita Singh, Bhiksha Raj
- Submitted to ICLR 2024
- Readers: Everyone
Unsupervised Disentanglement of Linear-Encoded Facial Semantics
Yutong Zheng, Yu-Kai Huang, Ran Tao, Zhiqiang Shen, Marios Savvides
- 03 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Towards Class-Balanced Transductive Few-Shot Learning
Ran Tao, Hao Chen, Marios Savvides
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-supervised Learning
Hao Chen, Ran Tao, Yue Fan, Yidong Wang, Jindong Wang, Bernt Schiele, Xing Xie, Bhiksha Raj, Marios Savvides
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
USB: A Unified Semi-supervised Learning Benchmark for Classification
Yidong Wang, Hao Chen, Yue Fan, Wang SUN, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yu-Feng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang et al. (2 additional authors not shown)
- Published: 17 Sept 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Datasets and Benchmarks
- Readers: Everyone
Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling
Ran Tao, Han Zhang, Yutong Zheng, Marios Savvides
- 2022 (modified: 15 Nov 2022)
- AAAI 2022
- Readers: Everyone
Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets
Hao Chen, Ran Tao, Han Zhang, Yidong Wang, Wei Ye, Jindong Wang, Guosheng Hu, Marios Savvides
- 2022 (modified: 15 Nov 2022)
- CoRR 2022
- Readers: Everyone
USB: A Unified Semi-supervised Learning Benchmark
Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yu-Feng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang et al. (2 additional authors not shown)
- 2022 (modified: 15 Nov 2022)
- CoRR 2022
- Readers: Everyone

View all 12 publications

Co-Authors

View all 34 co-authors