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f-DM: A Multi-stage Diffusion Model via Progressive Signal Transformation


Oct 10, 2022
Jiatao Gu, Shuangfei Zhai, Yizhe Zhang, Miguel Angel Bautista, Josh Susskind

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* 28 pages, 21 figures, work in progress 

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GAUDI: A Neural Architect for Immersive 3D Scene Generation


Jul 27, 2022
Miguel Angel Bautista, Pengsheng Guo, Samira Abnar, Walter Talbott, Alexander Toshev, Zhuoyuan Chen, Laurent Dinh, Shuangfei Zhai, Hanlin Goh, Daniel Ulbricht, Afshin Dehghan, Josh Susskind

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* Project webpage: https://github.com/apple/ml-gaudi 

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FvOR: Robust Joint Shape and Pose Optimization for Few-view Object Reconstruction


May 16, 2022
Zhenpei Yang, Zhile Ren, Miguel Angel Bautista, Zaiwei Zhang, Qi Shan, Qixing Huang

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* CVPR 2022 

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Fast and Explicit Neural View Synthesis


Jul 12, 2021
Pengsheng Guo, Miguel Angel Bautista, Alex Colburn, Liang Yang, Daniel Ulbricht, Joshua M. Susskind, Qi Shan

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Unconstrained Scene Generation with Locally Conditioned Radiance Fields


Apr 01, 2021
Terrance DeVries, Miguel Angel Bautista, Nitish Srivastava, Graham W. Taylor, Joshua M. Susskind

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On the generalization of learning-based 3D reconstruction


Jun 27, 2020
Miguel Angel Bautista, Walter Talbott, Shuangfei Zhai, Nitish Srivastava, Joshua M Susskind

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Set Distribution Networks: a Generative Model for Sets of Images


Jun 18, 2020
Shuangfei Zhai, Walter Talbott, Miguel Angel Bautista, Carlos Guestrin, Josh M. Susskind

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Equivariant Neural Rendering


Jun 13, 2020
Emilien Dupont, Miguel Angel Bautista, Alex Colburn, Aditya Sankar, Carlos Guestrin, Josh Susskind, Qi Shan

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* ICML 2020 camera ready 

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Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment


May 15, 2019
Chen Huang, Shuangfei Zhai, Walter Talbott, Miguel Angel Bautista, Shih-Yu Sun, Carlos Guestrin, Josh Susskind

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* Accepted to ICML 2019 

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Error-Correcting Factorization


Mar 05, 2015
Miguel Angel Bautista, Oriol Pujol, Fernando de la Torre, Sergio Escalera

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* Under review at TPAMI 

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