Zhenfang Chen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 60

Top Topics

Object Retrieval

Single Viewpoint

Concept Learning

Top Venues

Publications

Zhenfang Chen, Tate Johnson, Andrew Knowles, Ann Li, Semina Yi, Yumeng Zhuang, Daragh Byrne, Dina El-Zanfaly
Augmenting Embodied Learning in Welding Training: The Co-Design of an XR- and tinyML-Enabled Welding System for Creative Arts and Manufacturing Training. TEI (2024)
Zhicheng Zheng, Xin Yan, Zhenfang Chen, Jingzhou Wang, Qin Zhi Eddie Lim, Joshua B. Tenenbaum, Chuang Gan
ContPhy: Continuum Physical Concept Learning and Reasoning from Videos. CoRR (2024)
Shun Zhang, Zhenfang Chen, Sunli Chen, Yikang Shen, Zhiqing Sun, Chuang Gan
Improving Reinforcement Learning from Human Feedback with Efficient Reward Model Ensemble. CoRR (2024)
Hsiao-Yu Tung, Mingyu Ding, Zhenfang Chen, Daniel Bear, Chuang Gan, Joshua B. Tenenbaum, Daniel L. K. Yamins, Judith E. Fan, Kevin A. Smith
Physion++: Evaluating Physical Scene Understanding that Requires Online Inference of Different Physical Properties. CoRR (2023)
Zhenfang Chen, Rui Sun, Wenjun Liu, Yining Hong, Chuang Gan
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs. CoRR (2023)
Shawn Tan, Yikang Shen, Zhenfang Chen, Aaron C. Courville, Chuang Gan
Sparse Universal Transformer. CoRR (2023)
Mingyu Ding, Yan Xu, Zhenfang Chen, David Daniel Cox, Ping Luo, Joshua B. Tenenbaum, Chuang Gan
Embodied Concept Learner: Self-supervised Learning of Concepts and Mapping through Instruction Following. CoRR (2023)
Hsiao-Yu Tung, Mingyu Ding, Zhenfang Chen, Daniel Bear, Chuang Gan, Josh Tenenbaum, Dan Yamins, Judith E. Fan, Kevin A. Smith
Physion++: Evaluating Physical Scene Understanding that Requires Online Inference of Different Physical Properties. NeurIPS (2023)
Shun Zhang, Zhenfang Chen, Yikang Shen, Mingyu Ding, Joshua B. Tenenbaum, Chuang Gan
Planning with Large Language Models for Code Generation. ICLR (2023)
Shun Zhang, Zhenfang Chen, Yikang Shen, Mingyu Ding, Joshua B. Tenenbaum, Chuang Gan
Planning with Large Language Models for Code Generation. CoRR (2023)
Yining Hong, Haoyu Zhen, Peihao Chen, Shuhong Zheng, Yilun Du, Zhenfang Chen, Chuang Gan
3D-LLM: Injecting the 3D World into Large Language Models. NeurIPS (2023)
Zhiqing Sun, Yikang Shen, Qinhong Zhou, Hongxin Zhang, Zhenfang Chen, David D. Cox, Yiming Yang, Chuang Gan
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision. NeurIPS (2023)
Shawn Tan, Yikang Shen, Zhenfang Chen, Aaron C. Courville, Chuang Gan
Sparse Universal Transformer. EMNLP (2023)
Zhiqing Sun, Yikang Shen, Qinhong Zhou, Hongxin Zhang, Zhenfang Chen, David D. Cox, Yiming Yang, Chuang Gan
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision. CoRR (2023)
Junyan Li, Delin Chen, Yining Hong, Zhenfang Chen, Peihao Chen, Yikang Shen, Chuang Gan
CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding. CoRR (2023)
Chengyang Zhao, Yikang Shen, Zhenfang Chen, Mingyu Ding, Chuang Gan
TextPSG: Panoptic Scene Graph Generation from Textual Descriptions. ICCV (2023)
Zhenfang Chen, Qinhong Zhou, Yikang Shen, Yining Hong, Hao Zhang, Chuang Gan
See, Think, Confirm: Interactive Prompting Between Vision and Language Models for Knowledge-based Visual Reasoning. CoRR (2023)
Yikang Shen, Zheyu Zhang, Tianyou Cao, Shawn Tan, Zhenfang Chen, Chuang Gan
ModuleFormer: Learning Modular Large Language Models From Uncurated Data. CoRR (2023)
Chengyang Zhao, Yikang Shen, Zhenfang Chen, Mingyu Ding, Chuang Gan
TextPSG: Panoptic Scene Graph Generation from Textual Descriptions. CoRR (2023)
Zitian Chen, Yikang Shen, Mingyu Ding, Zhenfang Chen, Hengshuang Zhao, Erik G. Learned-Miller, Chuang Gan
Mod-Squad: Designing Mixtures of Experts As Modular Multi-Task Learners. CVPR (2023)
Yining Hong, Chunru Lin, Yilun Du, Zhenfang Chen, Joshua B. Tenenbaum, Chuang Gan
3D Concept Learning and Reasoning from Multi-View Images. CoRR (2023)
Yining Hong, Chunru Lin, Yilun Du, Zhenfang Chen, Joshua B. Tenenbaum, Chuang Gan
3D Concept Learning and Reasoning from Multi-View Images. CVPR (2023)
Zhiqing Sun, Yikang Shen, Hongxin Zhang, Qinhong Zhou, Zhenfang Chen, David D. Cox, Yiming Yang, Chuang Gan
SALMON: Self-Alignment with Principle-Following Reward Models. CoRR (2023)
Wenqi Yang, Zhenfang Chen, Chaofeng Chen, Guanying Chen, Kwan-Yee K. Wong
Deep Face Video Inpainting via UV Mapping. IEEE Trans. Image Process. 32 (2023)
Tate Johnson, Ann Li, Andrew Knowles, Zhenfang Chen, Semina Yi, Yumeng Zhuang, Dina El-Zanfaly, Daragh Byrne
Augmenting Welding Training: An XR Platform to Foster Muscle Memory and Mindfulness for Skills Development. ISS Companion (2023)
Mingyu Ding, Yikang Shen, Lijie Fan, Zhenfang Chen, Zitian Chen, Ping Luo, Joshua B. Tenenbaum, Chuang Gan
Visual Dependency Transformers: Dependency Tree Emerges from Reversed Attention. CVPR (2023)
Yining Hong, Haoyu Zhen, Peihao Chen, Shuhong Zheng, Yilun Du, Zhenfang Chen, Chuang Gan
3D-LLM: Injecting the 3D World into Large Language Models. CoRR (2023)
Mingyu Ding, Yikang Shen, Lijie Fan, Zhenfang Chen, Zitian Chen, Ping Luo, Joshua B. Tenenbaum, Chuang Gan
Visual Dependency Transformers: Dependency Tree Emerges from Reversed Attention. CoRR (2023)
Zhenfang Chen, Kexin Yi, Yunzhu Li, Mingyu Ding, Antonio Torralba, Joshua B. Tenenbaum, Chuang Gan
ComPhy: Compositional Physical Reasoning of Objects and Events from Videos. CoRR (2022)
Wenqi Yang, Guanying Chen, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong
-NeRF: Neural Reflectance Field from Shading and Shadow under a Single Viewpoint. NeurIPS (2022)
Zhenfang Chen, Kexin Yi, Yunzhu Li, Mingyu Ding, Antonio Torralba, Joshua B. Tenenbaum, Chuang Gan
ComPhy: Compositional Physical Reasoning of Objects and Events from Videos. ICLR (2022)
Wenqi Yang, Guanying Chen, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong
PS-NeRF: Neural Inverse Rendering for Multi-view Photometric Stereo. ECCV (1) (2022)
Mingyu Ding, Yan Xu, Zhenfang Chen, David Daniel Cox, Ping Luo, Joshua B. Tenenbaum, Chuang Gan
Embodied Concept Learner: Self-supervised Learning of Concepts and Mapping through Instruction Following. CoRL (2022)
Zhenfang Chen, Daragh Byrne, Dina EL-Zanfaly
Google Home, Listen: Building Helper Intelligences for Non-Verbal Sound. Creativity & Cognition (2022)
Shaozhe Hao, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong
A Unified Framework for Masked and Mask-Free Face Recognition via Feature Rectification. CoRR (2022)
Shaozhe Hao, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong
A Unified Framework for Masked and Mask-Free Face Recognition Via Feature Rectification. ICIP (2022)
Zitian Chen, Yikang Shen, Mingyu Ding, Zhenfang Chen, Hengshuang Zhao, Erik G. Learned-Miller, Chuang Gan
Mod-Squad: Designing Mixture of Experts As Modular Multi-Task Learners. CoRR (2022)
Wenqi Yang, Guanying Chen, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong
PS-NeRF: Neural Inverse Rendering for Multi-view Photometric Stereo. CoRR (2022)
Daragh Byrne, Dan Lockton, Meijie Hu, Miranda Luong, Anuprita Ranade, Karen Escarcha, Katherine Giesa, Yiwei Huang, Catherine Yochum, Gordon Robertson, Lisa (Yip Yan) Yeung, Matthew Cruz, Christi Danner, Elizabeth Wang, Malika Khurana, Zhenfang Chen, Alexander Heyison, Yixiao Fu
Spooky Technology: The ethereal and otherworldly as a resource for design. Conference on Designing Interactive Systems (2022)
Dina EL-Zanfaly, Zhenfang Chen, Amrita Khoshoo, Rachel Ann Arredondo, Isabel Ngan, Christianne Francovich
Memory Portal: Investigating Data Meaning-making through Spatio-temporal Experiences. CHI Extended Abstracts (2022)
Wenqi Yang, Guanying Chen, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong
-NeRF: Neural Reflectance Field from Shading and Shadow under a Single Viewpoint. CoRR (2022)
Wenqi Yang, Zhenfang Chen, Chaofeng Chen, Guanying Chen, Kwan-Yee K. Wong
Deep Face Video Inpainting via UV Mapping. CoRR (2021)
Zhenfang Chen, Jiayuan Mao, Jiajun Wu, Kwan-Yee Kenneth Wong, Joshua B. Tenenbaum, Chuang Gan
Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning. CoRR (2021)
Yuan Liu, Jingyuan Chen, Zhenfang Chen, Bing Deng, Jianqiang Huang, Hanwang Zhang
The Blessings of Unlabeled Background in Untrimmed Videos. CoRR (2021)
Mingyu Ding, Zhenfang Chen, Tao Du, Ping Luo, Joshua B. Tenenbaum, Chuang Gan
Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language. CoRR (2021)
Zhenfang Chen, Jiayuan Mao, Jiajun Wu, Kwan-Yee Kenneth Wong, Joshua B. Tenenbaum, Chuang Gan
Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning. ICLR (2021)
Mingyu Ding, Zhenfang Chen, Tao Du, Ping Luo, Josh Tenenbaum, Chuang Gan
Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language. NeurIPS (2021)
Yuan Liu, Jingyuan Chen, Zhenfang Chen, Bing Deng, Jianqiang Huang, Hanwang Zhang
The Blessings of Unlabeled Background in Untrimmed Videos. CVPR (2021)
Malika Khurana, Zhenfang Chen, Daragh Byrne, Yang Bai
SneezeLove: Embodying Cultural Superstitions in Connected Devices. Conference on Designing Interactive Systems (2021)
Bo Wu, Shoubin Yu, Zhenfang Chen, Josh Tenenbaum, Chuang Gan
STAR: A Benchmark for Situated Reasoning in Real-World Videos. NeurIPS Datasets and Benchmarks (2021)
Zhenfang Chen, Peng Wang, Lin Ma, Kwan-Yee K. Wong, Qi Wu
Cops-Ref: A new Dataset and Task on Compositional Referring Expression Comprehension. CoRR (2020)
Zhenfang Chen, Peng Wang, Lin Ma, Kwan-Yee K. Wong, Qi Wu
Cops-Ref: A New Dataset and Task on Compositional Referring Expression Comprehension. CVPR (2020)
Zhenfang Chen, Lin Ma, Wenhan Luo, Peng Tang, Kwan-Yee K. Wong
Look Closer to Ground Better: Weakly-Supervised Temporal Grounding of Sentence in Video. CoRR (2020)
Zhenfang Chen, Lin Ma, Wenhan Luo, Kwan-Yee Kenneth Wong
Weakly-Supervised Spatio-Temporally Grounding Natural Sentence in Video. ACL (1) (2019)
Zhenfang Chen, Lin Ma, Wenhan Luo, Kwan-Yee K. Wong
Weakly-Supervised Spatio-Temporally Grounding Natural Sentence in Video. CoRR (2019)
Zhenfang Chen, Zhanghui Kuang, Wayne Zhang, Kwan-Yee K. Wong
Learning Local Similarity with Spatial Relations for Object Retrieval. ACM Multimedia (2019)
Haoran Wang, Yuanyuan Yu, Zhenfang Chen, Hao Yang, Huabei Jiang, Huikai Xie
Design and Fabrication of a Piezoelectric Micromachined Ultrasonic Transducer Array Based on Ceramic PZT. IEEE SENSORS (2018)
Xiaoyu Yue, Zhanghui Kuang, Zhaoyang Zhang, Zhenfang Chen, Pan He, Yu Qiao, Wei Zhang
Boosting up Scene Text Detectors with Guided CNN. BMVC (2018)
Xiaoyu Yue, Zhanghui Kuang, Zhaoyang Zhang, Zhenfang Chen, Pan He, Yu Qiao, Wei Zhang
Boosting up Scene Text Detectors with Guided CNN. CoRR (2018)
Zhenfang Chen, Zhanghui Kuang, Kwan-Yee K. Wong, Wei Zhang
Aggregated Deep Feature from Activation Clusters for Particular Object Retrieval. ACM Multimedia (Thematic Workshops) (2017)