Search Results for author: Li Yin

Found 10 papers, 3 papers with code

TrackID3x3: A Dataset and Algorithm for Multi-Player Tracking with Identification and Pose Estimation in 3x3 Basketball Full-court Videos

no code implementations24 Mar 2025 Kazuhiro Yamada, Li Yin, Qingrui Hu, Ning Ding, Shunsuke Iwashita, Jun Ichikawa, Kiwamu Kotani, Calvin Yeung, Keisuke Fujii

In this paper, we propose the TrackID3x3 dataset, the first publicly available comprehensive dataset specifically designed for multi-player tracking, player identification, and pose estimation in 3x3 basketball scenarios.

Game State Reconstruction Multi-Object Tracking +2

LLM-AutoDiff: Auto-Differentiate Any LLM Workflow

1 code implementation28 Jan 2025 Li Yin, Zhangyang Wang

Large Language Models (LLMs) have reshaped natural language processing, powering applications from multi-hop retrieval and question answering to autonomous agent workflows.

Prompt Engineering Question Answering +1

A diffusion MRI tractography atlas for concurrent white matter mapping across Eastern and Western populations

no code implementations6 Apr 2024 Yijie Li, Wei zhang, Ye Wu, Li Yin, Ce Zhu, Yuqian Chen, Suheyla Cetin-Karayumak, Kang Ik K Cho, Leo R. Zekelman, Jarrett Rushmore, Yogesh Rathi, Nikos Makris, Lauren J. O'Donnell, Fan Zhang

However, a comprehensive investigation into WM fiber tracts between Eastern and Western populations is challenged due to the lack of a cross-population WM atlas and the large site-specific variability of dMRI data.

HyperMix: Out-of-Distribution Detection and Classification in Few-Shot Settings

no code implementations22 Dec 2023 Nikhil Mehta, Kevin J Liang, Jing Huang, Fu-Jen Chu, Li Yin, Tal Hassner

Out-of-distribution (OOD) detection is an important topic for real-world machine learning systems, but settings with limited in-distribution samples have been underexplored.

Out-of-Distribution Detection Out of Distribution (OOD) Detection

Synthesis of Temporally-Robust Policies for Signal Temporal Logic Tasks using Reinforcement Learning

1 code implementation10 Dec 2023 Siqi Wang, ShaoYuan Li, Li Yin, Xiang Yin

The second objective is to maximize the worst-case spatial robustness value within a bounded time shift.

Q-Learning

Extending One-Stage Detection with Open-World Proposals

no code implementations7 Jan 2022 Sachin Konan, Kevin J Liang, Li Yin

In many applications, such as autonomous driving, hand manipulation, or robot navigation, object detection methods must be able to detect objects unseen in the training set.

Autonomous Driving Classification +4

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