Qi Shan's Homepage

Qi Shan

Qi Shan graduated from the PhD program of the CSE department of University of Washington, Seattle, supervised by Prof. Brian Curless and Prof. Steve Seitz.

Qi Shan leads a technology group at Apple that focuses on artificial intelligence topics. This includes neural rendering, generative AI, and the optimization of large language and vision neural networks for deployment on Apple SoCs. These efforts are contributing to Apple's products and platforms, including iOS, macOS, Vision Pro, and Apple Intelligence.

Email: shanqitr-atmark-gmail.com

Google Scholar

Publications

	Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference, Fred Hohman, Chaoqun Wang, Jinmook Lee, Jochen Görtler, Dominik Moritz, Jeffrey Bigham, Zhile Ren, Cecile Foret, Qi Shan, and Xiaoyi Zhang CHI 2024, Best Paper Honorable Mention
	StableDreamer: Taming Noisy Score Distillation Sampling for Text-to-3D, Pengsheng Guo, Hans Hao, Adam Caccavale, Zhongzheng Ren, Edward Zhang, Qi Shan, Aditya Sankar, Alexander G. Schwing, Alex Colburn, and Fangchang Ma 2023
	UPSCALE: Unconstrained Channel Pruning, Alvin Wan, Hanxiang Hao, Kaushik Patnaik, Yueyang Xu, Omer Hadad, Zhile Ren, and Qi Shan [Project page with code] ICML 2023
	HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion, Ziya Erkoç, Fangchang Ma, Qi Shan, Matthias Niessner, Angela Dai arXiv:2303.17015 Project page
	PointConvFormer: Revenge of the Point-based Convolution, Wenxuan Wu, Li Fuxin, and Qi Shan arXiv:2208.02879 CVPR 2023
	Texturify: Generating Textures on 3D Shape Surfaces, Yawar Siddiqui, Justus Thies, Fangchang Ma, Qi Shan, Matthias Nießner, and Angela Dai arXiv:2204.02411 Project page ECCV 2022
	FvOR: Robust Joint Shape and Pose Optimization for Few-view Object Reconstruction , Zhenpei Yang, Zhile Ren, Miguel Angel Bautista, Zaiwei Zhang, Qi Shan, and Qixing Huang arXiv:2205.07763 Project page ECCV 2022
	Fast and Explicit Neural View Synthesis, Pengsheng Guo, Miguel Angel Bautista, Alex Colburn, Liang Yang, Daniel Ulbricht, Joshua M. Susskind, and Qi Shan arXiv:2107.05775 WACV 2022
	RetrievalFuse: Neural 3D Scene Reconstruction with a Database, Yawar Siddiqui, Justus Thies, Fangchang Ma, Qi Shan, Matthias Nießner, and Angela Dai, arXiv:2104.00024 ICCV 2021
	MVS2D: Efficient Multi-view Stereo via Attention-Driven 2D Convolutions, Zhenpei Yang, Zhile Ren, Qi Shan, and Qixing Huang, arXiv:2104.13325 CVPR 2022.
	Screen Recognition: Creating Accessibility Metadata for Mobile Applications from Pixels, Xiaoyi Zhang, Lilian de Greef, Amanda Swearngin, Samuel White, Kyle Murray, Lisa Yu, Qi Shan, Jeffrey Nichols, Jason Wu, Chris Fleizach, Aaron Everitt, and Jeffrey P. Bigham, CHI 2021.
	Equivariant Neural Rendering, Emilien Dupont, Miguel Angel Bautista, Alex Colburn, Aditya Sankar, Carlos Guestrin, Josh Susskind, and Qi Shan, ICML 2020. arXiv:2006.07630 Code and project page
	3D Manhattan Room Layout Reconstruction from a Single 360 Image: A Comparative Study of State-of-the-art Methods, Chuhang Zou, Jheng-Wei Su, Chi-Han Peng, Alex Colburn, Qi Shan, Peter Wonka, Hung-Kuo Chu, and Derek Hoiem, arXiv:1910.04099 Code and pre-trained models
	LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image, Chuhang Zou, Alex Colburn, Qi Shan, and Derek Hoiem, CVPR 2018. arXiv:1803.08999 Code
	RIDI: Robust IMU Double Integration, Hang Yan, Qi Shan, and Yasutaka Furukawa. Project page Video arXiv:1712.09004
	Panoramic Structure from Motion via Geometric Relationship Detection, Satoshi Ikehata, Ivaylo Boyadzhiev, Qi Shan, and Yasutaka Furukawa. arXiv:1612.01256 Video
	IM2CAD, Hamid Izadinia, Qi Shan, and Steven M. Seitz, CVPR 2017. arXiv:1608.05137 (August 2016) Project Page
	Accurate Geo-registration by Ground-to-Aerial Image Matching, Qi Shan, Changchang Wu, Brian Curless, Yasutaka Furukawa, Carlos Hernandez, and Steven M. Seitz, 3DV 2014, oral presentation. Project Page
	Photo Uncrop, Qi Shan, Brian Curless, Yasutaka Furukawa, Carlos Hernandez, and Steven M. Seitz, ECCV 2014. Project Page A Seattle Times article
	Occluding Contours for Multi-View Stereo, Qi Shan, Brian Curless, Yasutaka Furukawa, Carlos Hernandez, and Steven M. Seitz, CVPR 2014. Project Page
	The Visual Turing Test for Scene Reconstruction, Qi Shan, Riley Adams, Brian Curless, Yasutaka Furukawa, and Steven M. Seitz, 3DV 2013, oral presentation. Best Paper Award. Project Page
	Tone Mapping High Dynamic Range Videos using Wavelets, Qi Shan, Mark Meyer, Tony DeRose, John Anderson, Pixar Technical Memo #12-01, 2012. Project Page
	Refractive Height Fields from Single and Multiple Images, Qi Shan, Sameer Agarwal, and Brian Curless, CVPR 2012. Project Page
	Toward a Visual Pedometer, Dawei Liu, Qi Shan, and Dan Wu, SAC 2012.
	Seeing through Obscure Glass, Qi Shan, Brian Curless, and Tadayoshi Kohno, ECCV 2010. Spatially variant non-blind deconvolution executable Project Page
	Using Optical Defocus to Denoise, Qi Shan, Jiaya Jia, Sing Bing Kang, and Zenglu Qin, CVPR 2010. Technical report on non-blind deconvolution
	Globally Optimized Linear Windowed Tone-Mapping, Qi Shan, Jiaya Jia, and Michael S. Brown, TVCG 2010. Code Project Page
	Fast Image/Video Upsampling, Qi Shan, Zhaorong Li, Jiaya Jia, and Chi-Keung Tang, SIGGRAPH ASIA 2008. Project Page
	High-Quality Motion Deblurring From a Single Image, Qi Shan, Jiaya Jia, and Aseem Agarwala, SIGGRAPH 2008. Project Page Interactive deblur project page Interactive deblur YouTube link
	Rotational Motion Deblurring of a Rigid Object from a Single Image, Qi Shan, Wei Xiong, and Jiaya Jia, ICCV 2007.