Siyuan Qi

发表

Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image pdf

Song-Chun Zhu, Yuanlu Xu, Yixin Zhu, 2018, ECCV.

A Generalized Earley Parser for Human Activity Parsing and Prediction

Song-Chun Zhu, Ping Wei, Siyuan Huang, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Feeling the force: Integrating force and pose for fluent discovery through imitation learning to open medicine bottles

Feng Gao, Song-Chun Zhu, Xu Xie, 2017, 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Holistic++ Scene Understanding: Single-View 3D Holistic Scene Parsing and Human Pose Estimation With Human-Object Interaction and Physical Commonsense

Song-Chun Zhu, Yixin Zhu, Yixin Chen, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

VLAD re-ranking: Iteratively estimating the probability of relevance with relationships between dataset images

Siyuan Qi, Yupin Luo, 2016, Signal Process. Image Commun..

Human-Centric Indoor Scene Synthesis Using Stochastic Grammar

Chenfanfu Jiang, Song-Chun Zhu, Yixin Zhu, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense pdf

Joshua B. Tenenbaum, Song-Chun Zhu, Tao Gao, 2020, Engineering.

Unsupervised Learning of Hierarchical Models for Hand-Object Interactions

Feng Gao, Song-Chun Zhu, Xu Xie, 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA).

Decomposing Human Causal Learning: Bottom-up Associative Learning and Top-down Schema Reasoning

Song-Chun Zhu, Hongjing Lu, Yixin Zhu, 2019, CogSci.

Configurable 3D Scene Synthesis and 2D Image Rendering with Per-pixel Ground Truth Using Stochastic Grammars

Chenfanfu Jiang, Song-Chun Zhu, Demetri Terzopoulos, 2017, International Journal of Computer Vision.

Cascaded Human-Object Interaction Recognition

Wenguan Wang, Jianbing Shen, Haibin Ling, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

The Martian: Examining Human Physical Judgments across Virtual Gravity Fields

Song-Chun Zhu, Hongjing Lu, Tian Ye, 2017, IEEE Transactions on Visualization and Computer Graphics.

Task-oriented Visual Understanding for Scenes and Events

Siyuan Qi, 2019 .

Learning Human-Object Interactions by Graph Parsing Neural Networks pdf

Song-Chun Zhu, Wenguan Wang, Jianbing Shen, 2018, ECCV.

Learning Compositional Neural Information Fusion for Human Parsing

Ling Shao, Zhijie Zhang, Wenguan Wang, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation

Song-Chun Zhu, Ying Nian Wu, Yixin Zhu, 2018, NeurIPS.

Relevance of useful visual words in object retrieval

Siyuan Qi, Yupin Luo, 2013, Other Conferences.

Theory-based Causal Transfer: Integrating Instance-level Induction and Abstract-level Structure Learning pdf

Song-Chun Zhu, Hongjing Lu, Yixin Zhu, 2019, AAAI.

Predicting Human Activities Using Stochastic Grammar

Song-Chun Zhu, Ping Wei, Siyuan Huang, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Reasoning Visual Dialogs With Structural and Partial Observations

Song-Chun Zhu, Wenguan Wang, Siyuan Qi, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Object retrieval with image graph traversal-based re-ranking

Siyuan Qi, Yupin Luo, Siyuan Qi, 2016, Signal Process. Image Commun..

Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction pdf

Song-Chun Zhu, Siyuan Qi, Baoxiong Jia, 2018, ICML.

Intent-Aware Multi-Agent Reinforcement Learning

Song-Chun Zhu, Siyuan Qi, Song-Chun Zhu, 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA).

A tale of two explanations: Enhancing human trust by explaining robot behavior

Song-Chun Zhu, Ying Nian Wu, Xu Xie, 2019, Science Robotics.

PerspectiveNet: 3D Object Detection from a Single RGB Image via Perspective Points

Yixin Zhu, Yixin Chen, Siyuan Huang, 2019, NeurIPS.

Analysis by Synthesis: 3D Image Parsing Using Spatial Grammar and Markov Chain Monte Carlo

Siyuan Qi, Siyuan Qi, 2015 .

VRGym: a virtual testbed for physical and interactive AI

Feng Gao, Song-Chun Zhu, Xu Xie, 2019, ACM TUR-C.