Yeung, Serena

34 publications

ICLR 2024 Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data Yuhui Zhang, Elaine Sui, Serena Yeung

NeurIPS 2023 DataPerf: Benchmarks for Data-Centric AI Development Mark Mazumder, Colby Banbury, Xiaozhe Yao, Bojan Karlaš, William Gaviria Rojas, Sudnya Diamos, Greg Diamos, Lynn He, Alicia Parrish, Hannah Rose Kirk, Jessica Quaye, Charvi Rastogi, Douwe Kiela, David Jurado, David Kanter, Rafael Mosquera, Will Cukierski, Juan Ciro, Lora Aroyo, Bilge Acun, Lingjiao Chen, Mehul Raje, Max Bartolo, Evan Sabri Eyuboglu, Amirata Ghorbani, Emmett Goodman, Addison Howard, Oana Inel, Tariq Kane, Christine R. Kirkpatrick, D. Sculley, Tzu-Sheng Kuo, Jonas W Mueller, Tristan Thrush, Joaquin Vanschoren, Margaret Warren, Adina Williams, Serena Yeung, Newsha Ardalani, Praveen Paritosh, Ce Zhang, James Y Zou, Carole-Jean Wu, Cody Coleman, Andrew Y. Ng, Peter Mattson, Vijay Janapa Reddi

ICLR 2023 Diagnosing and Rectifying Vision Models Using Language Yuhui Zhang, Jeff Z. HaoChen, Shih-Cheng Huang, Kuan-Chieh Wang, James Zou, Serena Yeung

ICCV 2023 Generalizable Neural Fields as Partially Observed Neural Processes Jeffrey Gu, Kuan-Chieh Wang, Serena Yeung

NeurIPS 2023 INSPECT: A Multimodal Dataset for Patient Outcome Prediction of Pulmonary Embolisms Shih-Cheng Huang, Zepeng Huo, Ethan Steinberg, Chia-Chun Chiang, Curtis Langlotz, Matthew Lungren, Serena Yeung, Nigam Shah, Jason Fries

NeurIPS 2023 LOVM: Language-Only Vision Model Selection Orr Zohar, Shih-Cheng Huang, Kuan-Chieh Wang, Serena Yeung

NeurIPSW 2023 LOVM: Language-Only Vision Model Selection Orr Zohar, Shih-Cheng Huang, Kuan-Chieh Wang, Serena Yeung

CVPR 2023 NeMo: Learning 3D Neural Motion Fields from Multiple Video Instances of the Same Action Kuan-Chieh Wang, Zhenzhen Weng, Maria Xenochristou, João Pedro Araújo, Jeffrey Gu, Karen Liu, Serena Yeung

CVPR 2023 PROB: Probabilistic Objectness for Open World Object Detection Orr Zohar, Kuan-Chieh Wang, Serena Yeung

MLHC 2023 Robust Semi-Supervised Detection of Hands in Diverse Open Surgery Environments Pranav Vaid, Serena Yeung, Anita Rau

MLHC 2022 ALGES: Active Learning with Gradient Embeddings for Semantic Segmentation of Laparoscopic Surgical Images Josiah Aklilu, Serena Yeung

NeurIPSW 2022 DrML: Diagnosing and Rectifying Vision Models Using Language Yuhui Zhang, Jeff Z. HaoChen, Shih-Cheng Huang, Kuan-Chieh Wang, James Zou, Serena Yeung

NeurIPSW 2022 DrML: Diagnosing and Rectifying Vision Models Using Language Yuhui Zhang, Jeff Z. HaoChen, Shih-Cheng Huang, Kuan-Chieh Wang, James Zou, Serena Yeung

NeurIPS 2022 Mind the Gap: Understanding the Modality Gap in Multi-Modal Contrastive Representation Learning Victor Weixin Liang, Yuhui Zhang, Yongchan Kwon, Serena Yeung, James Y Zou

ICMLW 2022 Mind the Gap: Understanding the Modality Gap in Multi-Modal Contrastive Representation Learning Weixin Liang, Yuhui Zhang, Yongchan Kwon, Serena Yeung, James Zou

NeurIPS 2021 Capturing Implicit Hierarchical Structure in 3D Biomedical Images with Self-Supervised Hyperbolic Representations Joy Hsu, Jeffrey Gu, Gong Wu, Wah Chiu, Serena Yeung

CVPR 2021 DARCNN: Domain Adaptive Region-Based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images Joy Hsu, Wah Chiu, Serena Yeung

ICCV 2021 GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image Recognition Shih-Cheng Huang, Liyue Shen, Matthew P. Lungren, Serena Yeung

CVPR 2021 Holistic 3D Human and Scene Mesh Estimation from Single View Images Zhenzhen Weng, Serena Yeung

ICLR 2021 Personalized Federated Learning with First Order Model Optimization Michael Zhang, Karan Sapra, Sanja Fidler, Serena Yeung, Jose M. Alvarez

UAI 2021 Staying in Shape: Learning Invariant Shape Representations Using Contrastive Learning Jeffrey Gu, Serena Yeung

CVPR 2021 Unsupervised Discovery of the Long-Tail in Instance Segmentation Using Hierarchical Self-Supervision Zhenzhen Weng, Mehmet Giray Ogut, Shai Limonchik, Serena Yeung

ICMLW 2019 Intelligent Pooling in Thompson Sampling for Rapid Personalization in Mobile Health Sabina Tomkins, Peng Liao, Serena Yeung, Predrag Klasnja, Susan Murphy

MLHC 2018 3D Point Cloud-Based Visual Prediction of ICU Mobility Care Activities Bingbin Liu, Michelle Guo, Edward Chou, Rishab Mehra, Serena Yeung, N. Lance Downing, Francesca Salipur, Jeffrey Jopling, Brandi Campbell, Kayla Deru, William Beninati, Arnold Milstein, Li Fei-Fei

ECCV 2018 Dynamic Task Prioritization for Multitask Learning Michelle Guo, Albert Haque, De-An Huang, Serena Yeung, Li Fei-Fei

ECCV 2018 Neural Graph Matching Networks for Fewshot 3D Action Recognition Michelle Guo, Edward Chou, De-An Huang, Shuran Song, Serena Yeung, Li Fei-Fei

WACV 2018 Scaling Human-Object Interaction Recognition Through Zero-Shot Learning Liyue Shen, Serena Yeung, Judy Hoffman, Greg Mori, Li Fei-Fei

ECCV 2018 Temporal Modular Networks for Retrieving Complex Compositional Activities in Videos Bingbin Liu, Serena Yeung, Edward Chou, De-An Huang, Li Fei-Fei, Juan Carlos Niebles

WACV 2018 Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks Amy Jin, Serena Yeung, Jeffrey Jopling, Jonathan Krause, Dan Azagury, Arnold Milstein, Li Fei-Fei

CVPR 2017 Jointly Learning Energy Expenditures and Activities Using Egocentric Multimodal Signals Katsuyuki Nakamura, Serena Yeung, Alexandre Alahi, Li Fei-Fei

CVPR 2017 Learning to Learn from Noisy Web Videos Serena Yeung, Vignesh Ramanathan, Olga Russakovsky, Liyue Shen, Greg Mori, Li Fei-Fei

MLHC 2017 Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance Albert Haque, Michelle Guo, Alexandre Alahi, Serena Yeung, Zelun Luo, Alisha Rege, Jeffrey Jopling, Lance Downing, William Beninati, Amit Singh, Terry Platchek, Arnold Milstein, Li Fei-Fei

CVPR 2016 End-to-End Learning of Action Detection from Frame Glimpses in Videos Serena Yeung, Olga Russakovsky, Greg Mori, Li Fei-Fei

ECCV 2016 Towards Viewpoint Invariant 3D Human Pose Estimation Albert Haque, Boya Peng, Zelun Luo, Alexandre Alahi, Serena Yeung, Li Fei-Fei