Joy Hsu

According to our database, Joy Hsu authored at least 19 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

What Makes a Maze Look Like a Maze?

Joy Hsu, Jiayuan Mao, Joshua B. Tenenbaum, Noah D. Goodman, Jiajun Wu

CoRR, 2024

Text-Based Reasoning About Vector Graphics.

Zhenhailong Wang, Joy Hsu, Xingyao Wang, Kuan-Hao Huang, Manling Li, Jiajun Wu, Heng Ji

CoRR, 2024

Learning Planning Abstractions from Language.

Weiyu Liu, Geng Chen, Joy Hsu, Jiayuan Mao, Jiajun Wu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Naturally Supervised 3D Visual Grounding with Language-Regularized Concept Learners.

Chun Feng, Joy Hsu, Weiyu Liu, Jiajun Wu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

DisCo: Improving Compositional Generalization in Visual Reasoning through Distribution Coverage.

Joy Hsu, Jiayuan Mao, Jiajun Wu

Trans. Mach. Learn. Res., 2023

What's Left? Concept Grounding with Logic-Enhanced Foundation Models.

Joy Hsu, Jiayuan Mao, Joshua B. Tenenbaum, Jiajun Wu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Motion Question Answering via Modular Motion Programs.

Mark Endo, Joy Hsu, Jiaman Li, Jiajun Wu

Proceedings of the International Conference on Machine Learning, 2023

Programmatically Grounded, Compositionally Generalizable Robotic Manipulation.

Renhao Wang, Jiayuan Mao, Joy Hsu, Hang Zhao, Jiajun Wu, Yang Gao

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Can Visual Scratchpads With Diagrammatic Abstractions Augment LLM Reasoning?

Joy Hsu, Gabriel Poesia, Jiajun Wu, Noah D. Goodman

Proceedings of the Proceedings on "I Can't Believe It's Not Better: Failure Modes in the Age of Foundation Models" at NeurIPS 2023 Workshops, 2023

NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations.

Joy Hsu, Jiayuan Mao, Jiajun Wu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Composable Part-Based Manipulation.

Weiyu Liu, Jiayuan Mao, Joy Hsu, Tucker Hermans, Animesh Garg, Jiajun Wu

Proceedings of the Conference on Robot Learning, 2023

2022

Geoclidean: Few-Shot Generalization in Euclidean Geometry.

Joy Hsu, Jiajun Wu, Noah D. Goodman

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Monte Carlo Tree Search for Interpreting Stress in Natural Language.

Kyle Swanson, Joy Hsu, Mirac Suzgun

Proceedings of the Second Workshop on Language Technology for Equality, 2022

2021

Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations.

Joy Hsu, Jeffrey Gu, Gong Her Wu, Wah Chiu, Serena Yeung

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Open Data Standard and Analysis Framework: Towards Response Equity in Local Governments.

Joy Hsu, Ramya Ravichandran, Edwin Zhang, Christine Keung

Proceedings of the EAAMO 2021: ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization, Virtual Event, USA, October 5, 2021

DARCNN: Domain Adaptive Region-Based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images.

Joy Hsu, Wah Chiu, Serena Yeung

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Learning Hyperbolic Representations for Unsupervised 3D Segmentation.

Joy Hsu, Jeffrey Gu, Gong-Her Wu, Wah Chiu, Serena Yeung

CoRR, 2020

Improving Medical Annotation Quality to Decrease Labeling Burden Using Stratified Noisy Cross-Validation.

Joy Hsu, Sonia Phene, Akinori Mitani, Jieying Luo, Naama Hammel, Jonathan Krause, Rory Sayres

CoRR, 2020

2019

Detecting somatic mutations with high accuracy in plasma cell-free DNA with TNER2.

Shibing Deng, Joy Hsu, Jadwiga R. Bienkowska, Paul A. Rejto, Tao Xie

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019