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Alireza Fathi
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Improving Image Recognition by Retrieving from Web-Scale Image-Text Data


Apr 11, 2023
Ahmet Iscen, Alireza Fathi, Cordelia Schmid

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* Accepted to CVPR 2023 
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Learning Object-Centric Neural Scattering Functions for Free-viewpoint Relighting and Scene Composition


Mar 10, 2023
Hong-Xing Yu, Michelle Guo, Alireza Fathi, Yen-Yu Chang, Eric Ryan Chan, Ruohan Gao, Thomas Funkhouser, Jiajun Wu

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* Journal extension of arXiv:2012.08503. The first two authors contributed equally to this work 
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REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory


Dec 10, 2022
Ziniu Hu, Ahmet Iscen, Chen Sun, Zirui Wang, Kai-Wei Chang, Yizhou Sun, Cordelia Schmid, David A. Ross, Alireza Fathi

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A Memory Transformer Network for Incremental Learning


Oct 10, 2022
Ahmet Iscen, Thomas Bird, Mathilde Caron, Alireza Fathi, Cordelia Schmid

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im2nerf: Image to Neural Radiance Field in the Wild


Sep 08, 2022
Lu Mi, Abhijit Kundu, David Ross, Frank Dellaert, Noah Snavely, Alireza Fathi

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* 12 pages, 8 figures, 4 tables 
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Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation


May 09, 2022
Abhijit Kundu, Kyle Genova, Xiaoqi Yin, Alireza Fathi, Caroline Pantofaru, Leonidas Guibas, Andrea Tagliasacchi, Frank Dellaert, Thomas Funkhouser

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* CVPR 2022 paper. See project page at https://abhijitkundu.info/projects/pnf 
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PreTraM: Self-Supervised Pre-training via Connecting Trajectory and Map


Apr 21, 2022
Chenfeng Xu, Tian Li, Chen Tang, Lingfeng Sun, Kurt Keutzer, Masayoshi Tomizuka, Alireza Fathi, Wei Zhan

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* The code is available at https://github.com/chenfengxu714/PreTraM.git 
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Object-Centric Neural Scene Rendering


Dec 15, 2020
Michelle Guo, Alireza Fathi, Jiajun Wu, Thomas Funkhouser

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* Summary Video: https://youtu.be/NtR7xgxSL1U Project Webpage: https://shellguo.com/osf 
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Multi-Frame to Single-Frame: Knowledge Distillation for 3D Object Detection


Sep 24, 2020
Yue Wang, Alireza Fathi, Jiajun Wu, Thomas Funkhouser, Justin Solomon

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* The Workshop on Perception for Autonomous Driving at ECCV2020 
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Pillar-based Object Detection for Autonomous Driving


Jul 26, 2020
Yue Wang, Alireza Fathi, Abhijit Kundu, David Ross, Caroline Pantofaru, Thomas Funkhouser, Justin Solomon

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* Accepted to ECCV2020 
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