Serena Yeung-Levy

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 14

Top Topics

Active Learning

Smoothing Methods

Polyhedral Objects

Top Venues

Trans. Mach. Learn. Res.

Publications

Alejandro Lozano, Jeffrey J. Nirschl, James Burgess, Sanket Rajan Gupte, Yuhui Zhang, Alyssa Unell, Serena Yeung-Levy
μ-Bench: A Vision-Language Benchmark for Microscopy Understanding. CoRR (2024)
Zeyu Wang, Zhenzhen Weng, Serena Yeung-Levy
Multi-Human Mesh Recovery with Transformers. CoRR (2024)
Sanket Rajan Gupte, Josiah Aklilu, Jeffrey J. Nirschl, Serena Yeung-Levy
Revisiting Active Learning in the Era of Vision Foundation Models. Trans. Mach. Learn. Res. 2024 (2024)
Anita Rau, Josiah Aklilu, F. Christopher Holsinger, Serena Yeung-Levy
Depth-guided NeRF Training via Earth Mover's Distance. CoRR (2024)
Xiaohan Wang, Yuhui Zhang, Orr Zohar, Serena Yeung-Levy
VideoAgent: Long-form Video Understanding with Large Language Model as Agent. CoRR (2024)
Sanket Rajan Gupte, Josiah Aklilu, Jeffrey J. Nirschl, Serena Yeung-Levy
Revisiting Active Learning in the Era of Vision Foundation Models. CoRR (2024)
Juan Manuel Zambrano Chaves, Shih-Cheng Huang, Yanbo Xu, Hanwen Xu, Naoto Usuyama, Sheng Zhang, Fei Wang, Yujia Xie, Mahmoud Khademi, Ziyi Yang, Hany Hassan Awadalla, Julia Gong, Houdong Hu, Jianwei Yang, Chunyuan Li, Jianfeng Gao, Yu Gu, Cliff Wong, Mu Wei, Tristan Naumann, Muhao Chen, Matthew P. Lungren, Serena Yeung-Levy, Curtis P. Langlotz, Sheng Wang, Hoifung Poon
Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging. CoRR (2024)
Zhenzhen Weng, Laura Bravo Sánchez, Serena Yeung-Levy
Diffusion-HPC: Synthetic Data Generation for Human Mesh Recovery in Challenging Domains. 3DV (2024)
Orr Zohar, Xiaohan Wang, Yonatan Bitton, Idan Szpektor, Serena Yeung-Levy
Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision. CoRR (2024)
Zhenzhen Weng, Jingyuan Liu, Hao Tan, Zhan Xu, Yang Zhou, Serena Yeung-Levy, Jimei Yang
Single-View 3D Human Digitalization with Large Reconstruction Models. CoRR (2024)
Yuhui Zhang, Alyssa Unell, Xiaohan Wang, Dhruba Ghosh, Yuchang Su, Ludwig Schmidt, Serena Yeung-Levy
Why are Visually-Grounded Language Models Bad at Image Classification? CoRR (2024)
Yuhui Zhang, Elaine Sui, Serena Yeung-Levy
Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data. CoRR (2024)
Elaine Sui, Xiaohan Wang, Serena Yeung-Levy
Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models. CoRR (2024)
Lisa Dunlap, Yuhui Zhang, Xiaohan Wang, Ruiqi Zhong, Trevor Darrell, Jacob Steinhardt, Joseph E. Gonzalez, Serena Yeung-Levy
Describing Differences in Image Sets with Natural Language. CoRR (2023)