Google at ICCV 2023

General Chair: Cordelia Schmid
Finance Chair: Ramin Zabih
Industrial Relations Chair: Rahul Sukthankar
Publicity and Social Media Co-Chair: Boqing Gong

Multi-Modal Neural Radiance Field for Monocular Dense SLAM with a Light-Weight ToF Sensor
Xinyang Liu, Yijin Li, Yanbin Teng, Hujun Bao, Guofeng Zhang, Yinda Zhang, Zhaopeng Cui

ITI-GEN: Inclusive Text-to-Image Generation
Cheng Zhang, Xuanbai Chen, Siqi Chai, Chen Henry Wu, Dmitry Lagun, Thabo Beeler, Fernando De la Torre

ASIC: Aligning Sparse in-the-wild Image Collections
Kamal Gupta, Varun Jampani, Carlos Esteves, Abhinav Shrivastava, Ameesh Makadia, Noah Snavely, Abhishek Kar

VQ3D: Learning a 3D-Aware Generative Model on ImageNet
Kyle Sargent, Jing Yu Koh, Han Zhang, Huiwen Chang, Charles Herrmann, Pratul Srinivasan, Jiajun Wu, Deqing Sun

Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities
Hexiang Hu, Yi Luan, Yang Chen*, Urvashi Khandelwal, Mandar Joshi, Kenton Lee, Kristina Toutanova, Ming-Wei Chang

Sigmoid Loss for Language Image Pre-training
Xiaohua Zhai, Basil Mustafa, Alexander Kolesnikov, Lucas Beyer

Tracking Everything Everywhere All at Once
Qianqian Wang, Yen-Yu Chang, Ruojin Cai, Zhengqi Li, Bharath Hariharan, Aleksander Holynski, Noah Snavely

Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields
Jonathan T. Barron, Ben Mildenhall, Dor Verbin, Pratul P. Srinivasan, Peter Hedman

Delta Denoising Score
Amir Hertz*, Kfir Aberman, Daniel Cohen-Or*

DreamBooth3D: Subject-Driven Text-to-3D Generation
Amit Raj, Srinivas Kaza, Ben Poole, Michael Niemeyer, Nataniel Ruiz, Ben Mildenhall, Shiran Zada, Kfir Aberman, Michael Rubinstein, Jonathan Barron, Yuanzhen Li, Varun Jampani

Encyclopedic VQA: Visual Questions about Detailed Properties of Fine-grained Categories
Thomas Mensink, Jasper Uijlings, Lluis Castrejon, Arushi Goel*, Felipe Cadar*, Howard Zhou, Fei Sha, André Araujo, Vittorio Ferrari

GECCO: Geometrically-Conditioned Point Diffusion Models
Michał J. Tyszkiewicz, Pascal Fua, Eduard Trulls

Learning from Semantic Alignment between Unpaired Multiviews for Egocentric Video Recognition
Qitong Wang, Long Zhao, Liangzhe Yuan, Ting Liu, Xi Peng

Neural Microfacet Fields for Inverse Rendering
Alexander Mai, Dor Verbin, Falko Kuester, Sara Fridovich-Keil

Rosetta Neurons: Mining the Common Units in a Model Zoo
Amil Dravid, Yossi Gandelsman, Alexei A. Efros, Assaf Shocher

Teaching CLIP to Count to Ten
Roni Paiss*, Ariel Ephrat, Omer Tov, Shiran Zada, Inbar Mosseri, Michal Irani, Tali Dekel

Vox-E: Text-guided Voxel Editing of 3D Objects
Etai Sella, Gal Fiebelman, Peter Hedman, Hadar Averbuch-Elor

CC3D: Layout-Conditioned Generation of Compositional 3D Scenes
Sherwin Bahmani, Jeong Joon Park, Despoina Paschalidou, Xingguang Yan, Gordon Wetzstein, Leonidas Guibas, Andrea Tagliasacchi

Delving into Motion-Aware Matching for Monocular 3D Object Tracking
Kuan-Chih Huang, Ming-Hsuan Yang, Yi-Hsuan Tsai

Generative Multiplane Neural Radiance for 3D-Aware Image Generation
Amandeep Kumar, Ankan Kumar Bhunia, Sanath Narayan, Hisham Cholakkal, Rao Muhammad Anwer, Salman Khan, Ming-Hsuan Yang, Fahad Shahbaz Khan

M2T: Masking Transformers Twice for Faster Decoding
Fabian Mentzer, Eirikur Agustsson, Michael Tschannen

MULLER: Multilayer Laplacian Resizer for Vision
Zhengzhong Tu, Peyman Milanfar, Hossein Talebi

SVDiff: Compact Parameter Space for Diffusion Fine-Tuning
Ligong Han*, Yinxiao Li, Han Zhang, Peyman Milanfar, Dimitris Metaxas, Feng Yang

Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond
Yang Zhao, Tingbo Hou, Yu-Chuan Su, Xuhui Jia, Yandong Li, Matthias Grundmann

Unified Visual Relationship Detection with Vision and Language Models
Long Zhao, Liangzhe Yuan, Boqing Gong, Yin Cui, Florian Schroff, Ming-Hsuan Yang, Hartwig Adam, Ting Liu

3D Motion Magnification: Visualizing Subtle Motions from Time-Varying Radiance Fields
Brandon Y. Feng, Hadi Alzayer, Michael Rubinstein, William T. Freeman, Jia-Bin Huang

Global Features are All You Need for Image Retrieval and Reranking
Shihao Shao, Kaifeng Chen, Arjun Karpur, Qinghua Cui, André Araujo, Bingyi Cao

Introducing Language Guidance in Prompt-Based Continual Learning
Muhammad Gul Zain Ali Khan, Muhammad Ferjad Naeem, Luc Van Gool, Didier Stricker, Federico Tombari, Muhammad Zeshan Afzal

Multiscale Structure Guided Diffusion for Image Deblurring
Mengwei Ren*, Mauricio Delbracio, Hossein Talebi, Guido Gerig, Peyman Milanfar

Robust Monocular Depth Estimation under Challenging Conditions
Stefano Gasperini, Nils Morbitzer, HyunJun Jung, Nassir Navab, Federico Tombari

Score-Based Diffusion Models as Principled Priors for Inverse Imaging
Berthy T. Feng*, Jamie Smith, Michael Rubinstein, Huiwen Chang, Katherine L. Bouman, William T. Freeman

Towards Universal Image Embeddings: A Large-Scale Dataset and Challenge for Generic Image Representations
Nikolaos-Antonios Ypsilantis, Kaifeng Chen, Bingyi Cao, Mario Lipovsky, Pelin Dogan-Schonberger, Grzegorz Makosa, Boris Bluntschli, Mojtaba Seyedhosseini, Ondrej Chum, André Araujo

U-RED: Unsupervised 3D Shape Retrieval and Deformation for Partial Point Clouds
Yan Di, Chenyangguang Zhang, Ruida Zhang, Fabian Manhardt, Yongzhi Su, Jason Rambach, Didier Stricker, Xiangyang Ji, Federico Tombari

AvatarCraft: Transforming Text into Neural Human Avatars with Parameterized Shape and Pose Control
Ruixiang Jiang, Can Wang, Jingbo Zhang, Menglei Chai, Mingming He, Dongdong Chen, Jing Liao

Learning Versatile 3D Shape Generation with Improved AR Models
Simian Luo, Xuelin Qian, Yanwei Fu, Yinda Zhang, Ying Tai, Zhenyu Zhang, Chengjie Wang, Xiangyang Xue

Novel-view Synthesis and Pose Estimation for Hand-Object Interaction from Sparse Views
Wentian Qu, Zhaopeng Cui, Yinda Zhang, Chenyu Meng, Cuixia Ma, Xiaoming Deng, Hongan Wang

PreSTU: Pre-Training for Scene-Text Understanding
Jihyung Kil*, Soravit Changpinyo, Xi Chen, Hexiang Hu, Sebastian Goodman, Wei-Lun Chao, Radu Soricut

Self-supervised Learning of Implicit Shape Representation with Dense Correspondence for Deformable Objects
Baowen Zhang, Jiahe Li, Xiaoming Deng, Yinda Zhang, Cuixia Ma, Hongan Wang

Self-regulating Prompts: Foundational Model Adaptation without Forgetting
Muhammad Uzair Khattak, Syed Talal Wasi, Muzammal Nasee, Salman Kha, Ming-Hsuan Yan, Fahad Shahbaz Khan

Spectral Graphormer: Spectral Graph-Based Transformer for Egocentric Two-Hand Reconstruction using Multi-View Color Images
Tze Ho Elden Tse*, Franziska Mueller, Zhengyang Shen, Danhang Tang, Thabo Beeler, Mingsong Dou, Yinda Zhang, Sasa Petrovic, Hyung Jin Chang, Jonathan Taylor, Bardia Doosti

Synthesizing Diverse Human Motions in 3D Indoor Scenes
Kaifeng Zhao, Yan Zhang, Shaofei Wang, Thabo Beeler, Siyu Tang

Tracking by 3D Model Estimation of Unknown Objects in Videos
Denys Rozumnyi, Jiri Matas, Marc Pollefeys, Vittorio Ferrari, Martin R. Oswald

UnLoc: A Unified Framework for Video Localization Tasks
Shen Yan, Xuehan Xiong, Arsha Nagrani, Anurag Arnab, Zhonghao Wang*, Weina Ge, David Ross, Cordelia Schmid

Verbs in Action: Improving Verb Understanding in Video-language Models
Liliane Momeni, Mathilde Caron, Arsha Nagrani, Andrew Zisserman, Cordelia Schmid

VLSlice: Interactive Vision-and-Language Slice Discovery
Eric Slyman, Minsuk Kahng, Stefan Lee

Yes, we CANN: Constrained Approximate Nearest Neighbors for Local Feature-Based Visual Localization
Dror Aiger, André Araujo, Simon Lynen

Audiovisual Masked Autoencoders
Mariana-Iuliana Georgescu*, Eduardo Fonseca, Radu Tudor Ionescu, Mario Lucic, Cordelia Schmid, Anurag Arnab

CLR: Channel-wise Lightweight Reprogramming for Continual Learning
Yunhao Ge, Yuecheng Li, Shuo Ni, Jiaping Zhao, Ming-Hsuan Yang, Laurent Itti

LU-NeRF: Scene and Pose Estimation by Synchronizing Local Unposed NeRFs
Zezhou Cheng*, Carlos Esteves, Varun Jampani, Abhishek Kar, Subhransu Maji, Ameesh Makadia

Multiscale Representation for Real-Time Anti-Aliasing Neural Rendering
Dongting Hu, Zhenkai Zhang, Tingbo Hou, Tongliang Liu, Huan Fu, Mingming Gong

Nerfbusters: Removing Ghostly Artifacts from Casually Captured NeRFs
Frederik Warburg, Ethan Weber, Matthew Tancik, Aleksander Holynski, Angjoo Kanazawa

Segmenting Known Objects and Unseen Unknowns without Prior Knowledge
Stefano Gasperini, Alvaro Marcos-Ramiro, Michael Schmidt, Nassir Navab, Benjamin Busam, Federico Tombari

SparseFusion: Fusing Multi-Modal Sparse Representations for Multi-Sensor 3D Object Detection
Yichen Xie, Chenfeng Xu, Marie-Julie Rakotosaona, Patrick Rim, Federico Tombari, Kurt Keutzer, Masayoshi Tomizuka, Wei Zhan

SwiftFormer: Efficient Additive Attention for Transformer-Based Real-time Mobile Vision Applications
Abdelrahman Shaker, Muhammad Maa, Hanoona Rashee, Salman Kha, Ming-Hsuan Yan, Fahad Shahbaz Kha

Agile Modeling: From Concept to Classifier in Minutes
Otilia Stretcu, Edward Vendrow, Kenji Hata, Krishnamurthy Viswanathan, Vittorio Ferrari, Sasan Tavakkol, Wenlei Zhou, Aditya Avinash, Enming Luo, Neil Gordon Alldrin, MohammadHossein Bateni, Gabriel Berger, Andrew Bunner, Chun-Ta Lu, Javier A Rey, Giulia DeSalvo, Ranjay Krishna, Ariel Fuxman

CAD-Estate: Large-Scale CAD Model Annotation in RGB Videos
Kevis-Kokitsi Maninis, Stefan Popov, Matthias Niessner, Vittorio Ferrari

Counting Crowds in Bad Weather
Zhi-Kai Huang, Wei-Ting Chen, Yuan-Chun Chiang, Sy-Yen Kuo, Ming-Hsuan Yang

DreamPose: Fashion Video Synthesis with Stable Diffusion
Johanna Karras, Aleksander Holynski, Ting-Chun Wang, Ira Kemelmacher-Shlizerman

InfiniCity: Infinite-Scale City Synthesis
Chieh Hubert Lin, Hsin-Ying Lee, Willi Menapace, Menglei Chai, Aliaksandr Siarohin, Ming-Hsuan Yang, Sergey Tulyakov

SAMPLING: Scene-Adaptive Hierarchical Multiplane Images Representation for Novel View Synthesis from a Single Image
Xiaoyu Zhou, Zhiwei Lin, Xiaojun Shan, Yongtao Wang, Deqing Sun, Ming-Hsuan Yang

Learning with Noisy and Unlabeled Data for Large Models beyond Categorization
Sifei Liu, Hongxu Yin, Shalini De Mello, Pavlo Molchanov, Jose M. Alvarez, Jan Kautz, Xiaolong Wang, Anima Anandkumar, Ming-Hsuan Yang, Trevor Darrell
Speaker: Varun Jampani

LatinX in AI
Platinum Sponsor
Panelists: Daniel Castro Chin, Andre Araujo
Invited Speaker: Irfan Essa
Volunteers: Ming-Hsuan Yang, Liangzhe Yuan, Pedro Velez, Vincent Etter

Scene Graphs and Graph Representation Learning
Organizer: Federico Tombari

International Workshop on Analysis and Modeling of Faces and Gestures
Speaker: Todd Zickler

3D Vision and Modeling Challenges in eCommerce
Speaker: Leonidas Guibas

BigMAC: Big Model Adaptation for Computer Vision
Organizer: Mathilde Caron

Adversarial Robustness In the Real World (AROW)
Organizer: Yutong Bai

GeoNet: 1st Workshop on Robust Computer Vision across Geographies
Speaker: Sara Beery
Organizer: Tarun Kalluri

Quo Vadis, Computer Vision?
Speaker: Bill Freeman

To NeRF or not to NeRF: A View Synthesis Challenge for Human Heads
Speaker: Thabo Beeler
Organizer: Stefanos Zafeiriou

New Ideas in Vision Transformers
Speaker: Cordelia Schmid
Organizer: Ming-Hsuan Yang

Representation Learning with Very Limited Images: The Potential of Self, Synthetic and Formula Supervision
Speaker: Manel Baradad Jurjo

Resource Efficient Deep Learning for Computer Vision
Speaker: Prateek Jain
Organizer: Jiahui Yu, Rishabh Tiwari, Jai Gupta

Computer Vision Aided Architectural Design
Speaker: Noah Snavely

AV4D: Visual Learning of Sounds in Spaces
Organizer: David Harwath

Vision-and-Language Algorithmic Reasoning
Speaker: François Chollet

Neural Fields for Autonomous Driving and Robotics
Speaker: Jon Barron

International Challenge on Compositional and Multimodal Perception
Organizer: Ranjay Krishna

Open-Vocabulary 3D Scene Understanding (OpenSUN3D)
Speaker: Thomas Funkhouser
Organizer: Francis Engelmann, Johanna Wald, Federico Tombari, Leonidas Guibas

Frontiers of Monocular 3D Perception: Geometric Foundation Models
Speaker: Leonidas Guibas

PerDream: PERception, Decision Making and REAsoning Through Multimodal Foundational Modeling
Organizer: Daniel McDuff

Recovering 6D Object Pose
Speaker: Fabian Manhardt, Martin Sundermeyer
Organizer: Martin Sundermeyer

Women in Computer Vision (WiCV)
Panelist: Arsha Nagrani

Language for 3D Scenes
Organizer: Leonidas Guibas

AI for 3D Content Creation
Speaker: Kai-Hung Chang
Organizer: Leonidas Guibas

Computer Vision for Metaverse
Speaker: Jon Barron, Thomas Funkhouser

Towards the Next Generation of Computer Vision Datasets
Speaker: Tom Duerig

Title: Instant Tuning: Instant Personalized Image-to-Image Generation
Presenters: Xuhui Jia, Suraj Kothawade
Wednesday, October 4th at 12:30 PM CEST

Title: Open Images V7 (paper, dataset, blog post)
Presenters: Rodrigo Benenson, Jasper Uijlings, Jordi Pont-Tuset
Wednesday, October 4th at 3:30 PM CEST

Title: New Magic Eraser on Pixel 8 Pro
Presenters: Steven Hickson, Pedro Velez, Albert Shaw
Thursday, October 5th at 10:30 AM CEST

Title: Preface: A Data-driven Volumetric Prior for Few-shot Ultra High-resolution Face Synthesis
Presenters: Marcel Bühler, Kripasindhu Sarkar
Thursday, October 5th at 12:30 PM CEST

Title: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images
Presenters: Yonatan Bitton
Thursday, October 5th at 1:00 PM CEST

Title: Image Search in Fact Check Explorer (blog post)
Presenters: Yair Alon, Avneesh Sud
Thursday, October 5th at 3:30 PM CEST

Title: Prompt-Tuning Latent Diffusion Models for Inverse Problems
Presenters: Hyungjin Chung
Friday, October 6th at 12:30 PM CEST

Title: Neural Implicit Representations for Real World Applications
Presenters: Federico Tombari, Fabian Manhardt, Marie-Julie Rakotosaona
Friday, October 6th at 3:30 PM CEST

* Work done while at Google