Google is proud to be a Platinum Sponsor of the European Convention on Laptop Imaginative and prescient (ECCV 2022), a premier discussion board for the dissemination of analysis in pc imaginative and prescient and machine studying (ML). This yr, ECCV 2022 can be held as a hybrid occasion, in individual in Tel Aviv, Israel with digital attendance as an choice. Google has a robust presence at this yr’s convention with over 60 accepted publications and energetic involvement in various workshops and tutorials. We sit up for sharing a few of our intensive analysis and increasing our partnership with the broader ML analysis group.
Registered for ECCV 2022? We hope you’ll go to our on-site or digital cubicles to study extra concerning the analysis we’re presenting at ECCV 2022, together with a number of demos and alternatives to attach with our researchers. Study extra about Google’s analysis being offered at ECCV 2022 beneath (Google affiliations in daring).
Organizing Committee
Program Chairs embrace: Moustapha Cissé
Awards Paper Committee: Todd Zickler
Space Chairs embrace: Ayan Chakrabarti, Tali Dekel, Alireza Fathi, Vittorio Ferrari, David Fleet, Dilip Krishnan, Michael Rubinstein, Cordelia Schmid, Deqing Solar, Federico Tombari, Jasper Uijlings, Ming-Hsuan Yang, Todd Zickler
Accepted Publications
NeuMesh: Studying Disentangled Neural Mesh-Primarily based Implicit Subject for Geometry and Texture Modifying
Bangbang Yang, Chong Bao, Junyi Zeng, Hujun Bao, Yinda Zhang, Zhaopeng Cui, Guofeng Zhang
Anti-Neuron Watermarking: Defending Private Knowledge In opposition to Unauthorized Neural Networks
Zihang Zou, Boqing Gong, Liqiang Wang
Exploiting Unlabeled Knowledge with Imaginative and prescient and Language Fashions for Object Detection
Shiyu Zhao, Zhixing Zhang, Samuel Schulter, Lengthy Zhao, Vijay Kumar B G, Anastasis Stathopoulos, Manmohan Chandraker, Dimitris N. Metaxas
Waymo Open Dataset: Panoramic Video Panoptic Segmentation
Jieru Mei, Alex Zhu, Xinchen Yan, Grasp Yan, Siyuan Qiao, Yukun Zhu, Liang-Chieh Chen, Henrik Kretzschmar
PRIF: Main Ray-Primarily based Implicit Operate
Brandon Yushan Feng, Yinda Zhang, Danhang Tang, Ruofei Du, Amitabh Varshney
LoRD: Native 4D Implicit Illustration for Excessive-Constancy Dynamic Human Modeling
Boyan Jiang, Xinlin Ren, Mingsong Dou, Xiangyang Xue, Yanwei Fu, Yinda Zhang
k-Means Masks Transformer (see weblog submit)
Qihang Yu*, Siyuan Qiao, Maxwell D Collins, Yukun Zhu, Hartwig Adam, Alan Yuille, Liang-Chieh Chen
MaxViT: Multi-Axis Imaginative and prescient Transformer (see weblog submit)
Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan Bovik, Yinxiao Li
E-Graph: Minimal Resolution for Inflexible Rotation with Extensibility Graphs
Yanyan Li, Federico Tombari
RBP-Pose: Residual Bounding Field Projection for Class-Degree Pose Estimation
Ruida Zhang, Yan Di, Zhiqiang Lou, Fabian Manhardt, Federico Tombari, Xiangyang Ji
GOCA: Guided On-line Cluster Project for Self-Supervised Video Illustration Studying
Huseyin Coskun, Alireza Zareian, Joshua L Moore, Federico Tombari, Chen Wang
Scaling Open-Vocabulary Picture Segmentation with Picture-Degree Labels
Golnaz Ghiasi, Xiuye Gu, Yin Cui, Tsung-Yi Lin*
Adaptive Transformers for Strong Few-Shot Cross-Area Face Anti-spoofing
Hsin-Ping Huang, Deqing Solar, Yaojie Liu, Wen-Sheng Chu, Taihong Xiao, Jinwei Yuan, Hartwig Adam, Ming-Hsuan Yang
DualPrompt: Complementary Prompting for Rehearsal-Free Continuous Studying
Zifeng Wang*, Zizhao Zhang, Sayna Ebrahimi, Ruoxi Solar, Han Zhang, Chen-Yu Lee, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer Dy, Tomas Pfister
BLT: Bidirectional Format Transformer for Controllable Format Era
Xiang Kong, Lu Jiang, Huiwen Chang, Han Zhang, Yuan Hao, Haifeng Gong, Irfan Essa
V2X-ViT: Car-to-All the things Cooperative Notion with Imaginative and prescient Transformer
Runsheng Xu, Hao Xiang, Zhengzhong Tu, Xin Xia, Ming-Hsuan Yang, Jiaqi Ma
Studying Visibility for Strong Dense Human Physique Estimation
Chun-Han Yao, Jimei Yang, Duygu Ceylan, Yi Zhou, Yang Zhou, Ming-Hsuan Yang
Are Imaginative and prescient Transformers Strong to Patch Perturbations?
Jindong Gu, Volker Tresp, Yao Qin
PseudoAugment: Studying to Use Unlabeled Knowledge for Knowledge Augmentation in Level Clouds
Zhaoqi Leng, Shuyang Cheng, Ben Caine, Weiyue Wang, Xiao Zhang, Jonathon Shlens, Mingxing Tan, Dragomir Anguelov
Construction and Movement from Informal Movies
Zhoutong Zhang, Forrester Cole, Zhengqi Li, Noah Snavely, Michael Rubinstein, William T. Freeman
PreTraM: Self-Supervised Pre-training by way of Connecting Trajectory and Map
Chenfeng Xu, Tian Li, Chen Tang, Lingfeng Solar, Kurt Keutzer, Masayoshi Tomizuka, Alireza Fathi, Wei Zhan
Novel Class Discovery With out Forgetting
Joseph Okay J, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N Balasubramanian
Hierarchically Self-Supervised Transformer for Human Skeleton Illustration Studying
Yuxiao Chen, Lengthy Zhao, Jianbo Yuan, Yu Tian, Zhaoyang Xia, Shijie Geng, Ligong Han, Dimitris N. Metaxas
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Fashions to Classification Duties
Nan Ding, Xi Chen, Tomer Levinboim, Soravit Changpinyo, Radu Soricut
InfiniteNature-Zero: Studying Perpetual View Era of Pure Scenes from Single Pictures
Zhengqi Li, Qianqian Wang*, Noah Snavely, Angjoo Kanazawa*
Generalizable Patch-Primarily based Neural Rendering (see weblog submit)
Mohammed Suhail*, Carlos Esteves, Leonid Sigal, Ameesh Makadia
LESS: Label-Environment friendly Semantic Segmentation for LiDAR Level Clouds
Minghua Liu, Yin Zhou, Charles R. Qi, Boqing Gong, Hao Su, Dragomir Anguelov
The Lacking Hyperlink: Discovering Label Relations Throughout Datasets
Jasper Uijlings, Thomas Mensink, Vittorio Ferrari
Studying Occasion-Particular Adaptation for Cross-Area Segmentation
Yuliang Zou, Zizhao Zhang, Chun-Liang Li, Han Zhang, Tomas Pfister, Jia-Bin Huang
Studying Audio-Video Modalities from Picture Captions
Arsha Nagrani, Paul Hongsuck Search engine optimisation, Bryan Seybold, Anja Hauth, Santiago Manen, Chen Solar, Cordelia Schmid
TL;DW? Summarizing Tutorial Movies with Process Relevance & Cross-Modal Saliency
Medhini Narasimhan*, Arsha Nagrani, Chen Solar, Michael Rubinstein, Trevor Darrell, Anna Rohrbach, Cordelia Schmid
On Label Granularity and Object Localization
Elijah Cole, Kimberly Wilber, Grant Van Horn, Xuan Yang, Marco Fornoni, Pietro Perona, Serge Belongie, Andrew Howard, Oisin Mac Aodha
Disentangling Structure and Coaching for Optical Move
Deqing Solar, Charles Herrmann, Fitsum Reda, Michael Rubinstein, David J. Fleet, William T. Freeman
NewsStories: Illustrating Articles with Visible Summaries
Reuben Tan, Bryan Plummer, Kate Saenko, J.P. Lewis, Avneesh Sud, Thomas Leung
Bettering GANs for Lengthy-Tailed Knowledge By way of Group Spectral Regularization
Harsh Rangwani, Naman Jaswani, Tejan Karmali, Varun Jampani, Venkatesh Babu Radhakrishnan
Planes vs. Chairs: Class-Guided 3D Form Studying With out Any 3D Cues
Zixuan Huang, Stefan Stojanov, Anh Thai, Varun Jampani, James Rehg
A Sketch Is Price a Thousand Phrases: Picture Retrieval with Textual content and Sketch
Patsorn Sangkloy, Wittawat Jitkrittum, Diyi Yang, James Hays
Discovered Monocular Depth Priors in Visible-Inertial Initialization
Yunwen Zhou, Abhishek Kar, Eric L. Turner, Adarsh Kowdle, Chao Guo, Ryan DuToit, Konstantine Tsotsos
How Secure are Transferability Metrics Evaluations?
Andrea Agostinelli, Michal Pandy, Jasper Uijlings, Thomas Mensink, Vittorio Ferrari
Knowledge-Free Neural Structure Search by way of Recursive Label Calibration
Zechun Liu*, Zhiqiang Shen, Yun Lengthy, Eric Xing, Kwang-Ting Cheng, Chas H. Leichner
Quick and Excessive High quality Picture Denoising by way of Malleable Convolution
Yifan Jiang*, Bartlomiej Wronski, Ben Mildenhall, Jonathan T. Barron, Zhangyang Wang, Tianfan Xue
Concurrent Subsidiary Supervision for Unsupervised Supply-Free Area Adaptation
Jogendra Nath Kundu, Suvaansh Bhambri, Akshay R Kulkarni, Hiran Sarkar,
Varun Jampani, Venkatesh Babu Radhakrishnan
Studying On-line Multi-Sensor Depth Fusion
Erik Sandström, Martin R. Oswald, Suryansh Kumar, Silvan Weder, Fisher Yu, Cristian Sminchisescu, Luc Van Gool
Hierarchical Semantic Regularization of Latent Areas in StyleGANs
Tejan Karmali, Rishubh Parihar, Susmit Agrawal, Harsh Rangwani, Varun Jampani, Maneesh Okay Singh, Venkatesh Babu Radhakrishnan
RayTran: 3D Pose Estimation and Form Reconstruction of A number of Objects from Movies with Ray-Traced Transformers
Michał J Tyszkiewicz, Kevis-Kokitsi Maninis, Stefan Popov, Vittorio Ferrari
Neural Video Compression Utilizing GANs for Element Synthesis and Propagation
Fabian Mentzer, Eirikur Agustsson, Johannes Ballé, David Minnen, Nick Johnston, George Toderici
Exploring Nice-Grained Audiovisual Categorization with the SSW60 Dataset
Grant Van Horn, Rui Qian, Kimberly Wilber, Hartwig Adam, Oisin Mac Aodha, Serge Belongie
Implicit Neural Representations for Picture Compression
Yannick Strümpler, Janis Postels, Ren Yang, Luc Van Gool, Federico Tombari
3D Compositional Zero-Shot Studying with DeCompositional Consensus
Muhammad Ferjad Naeem, Evin Pınar Örnek, Yongqin Xian, Luc Van Gool, Federico Tombari
FindIt: Generalized Localization with Pure Language Queries (see weblog submit)
Weicheng Kuo, Fred Bertsch, Wei Li, AJ Piergiovanni, Mohammad Saffar, Anelia Angelova
A Easy Single-Scale Imaginative and prescient Transformer for Object Detection and Occasion Segmentation
Wuyang Chen*, Xianzhi Du, Fan Yang, Lucas Beyer, Xiaohua Zhai, Tsung-Yi Lin, Huizhong Chen, Jing Li, Xiaodan Music, Zhangyang Wang, Denny Zhou
Improved Masked Picture Era with Token-Critic
Jose Lezama, Huiwen Chang, Lu Jiang, Irfan Essa
Studying Discriminative Shrinkage Deep Networks for Picture Deconvolution
Pin-Hung Kuo, Jinshan Pan, Shao-Yi Chien, Ming-Hsuan Yang
AudioScopeV2: Audio-Visible Consideration Architectures for Calibrated Open-Area On-Display screen Sound Separation
Efthymios Tzinis*, Scott Knowledge, Tal Remez, John Hershey
Easy Open-Vocabulary Object Detection with Imaginative and prescient Transformers
Matthias Minderer, Alexey Gritsenko, Austin C Stone, Maxim Neumann, Dirk Weißenborn, Alexey Dosovitskiy, Aravindh Mahendran, Anurag Arnab, Mostafa Dehghani, Zhuoran Shen, Xiao Wang, Xiaohua Zhai, Thomas Kipf, Neil Houlsby
COMPOSER: Compositional Reasoning of Group Exercise in Movies with Keypoint-Solely Modality
Honglu Zhou, Asim Kadav, Aviv Shamsian, Shijie Geng, Farley Lai, Lengthy Zhao, Ting Liu, Mubbasir Kapadia, Hans Peter Graf
Video Query Answering with Iterative Video-Textual content Co-tokenization (see weblog submit)
AJ Piergiovanni, Kairo Morton*, Weicheng Kuo, Michael S. Ryoo, Anelia Angelova
Class-Agnostic Object Detection with Multi-modal Transformer
Muhammad Maaz, Hanoona Abdul Rasheed, Salman Khan, Fahad Shahbaz Khan, Rao Muhammad Anwer, Ming-Hsuan Yang
FILM: Body Interpolation for Giant Movement (see weblog submit)
Fitsum Reda, Janne Kontkanen, Eric Tabellion, Deqing Solar, Caroline Pantofaru, Brian Curless
Compositional Human-Scene Interplay Synthesis with Semantic Management
Kaifeng Zhao, Shaofei Wang, Yan Zhang, Thabo Beeler, Siyu Tang
Workshops
LatinX in AI
Mentors embrace: José Lezama
Keynote Audio system embrace: Andre Araujo
AI for Inventive Video Modifying and Understanding
Keynote Audio system embrace: Tali Dekel, Negar Rostamzadeh
Studying With Restricted and Imperfect Knowledge (L2ID)
Invited Audio system embrace: Xiuye Gu
Organizing Committee contains: Sadeep Jayasumana
Worldwide Problem on Compositional and Multimodal Notion (CAMP)
Program Committee contains: Edward Vendrow
Self-Supervised Studying: What’s Subsequent?
Invited Audio system embrace: Mathilde Caron, Arsha Nagrani
Organizers embrace: Andrew Zisserman
third Workshop on Adversarial Robustness Within the Actual World
Invited Audio system embrace: Ekin Dogus Cubuk
Organizers embrace: Xinyun Chen, Alexander Robey, Nataniel Ruiz, Yutong Bai
AV4D: Visible Studying of Sounds in Areas
Invited Audio system embrace: John Hershey
Problem on Cellular Clever Images and Imaging (MIPI)
Invited Audio system embrace: Peyman Milanfar
Strong Imaginative and prescient Problem 2022
Organizing Committee contains: Alina Kuznetsova
Laptop Imaginative and prescient within the Wild
Problem Organizers embrace: Yi-Ting Chen, Ye Xia
Invited Audio system embrace: Yin Cui, Yongqin Xian, Neil Houlsby
Self-Supervised Studying for Subsequent-Era Business-Degree Autonomous Driving (SSLAD)
Organizers embrace: Fisher Yu
Accountable Laptop Imaginative and prescient
Organizing Committee contains: Been Kim
Invited Audio system embrace: Emily Denton
Cross-Modal Human-Robotic Interplay
Invited Audio system embrace: Peter Anderson
ISIC Pores and skin Picture Evaluation
Organizing Committee contains: Yuan Liu
Steering Committee contains: Yuan Liu, Dale Webster
Invited Audio system embrace: Yuan Liu
Observing and Understanding Arms in Motion
Sponsored by Google
Autonomous Car Imaginative and prescient (AVVision)
Audio system embrace: Fisher Yu
Visible Notion for Navigation in Human Environments: The JackRabbot Human Physique Pose Dataset and Benchmark
Organizers embrace: Edward Vendrow
Language for 3D Scenes
Invited Audio system embrace: Jason Baldridge
Organizers embrace: Leonidas Guibas
Designing and Evaluating Laptop Notion Programs (CoPe)
Organizers embrace: Andrew Zisserman
Studying To Generate 3D Shapes and Scenes
Panelists embrace: Pete Florence
Advances in Picture Manipulation
Program Committee contains: George Toderici, Ming-Hsuan Yang
TiE: Textual content in All the things
Problem Organizers embrace: Shangbang Lengthy, Siyang Qin
Invited Audio system embrace: Tali Dekel, Aishwarya Agrawal
Occasion-Degree Recognition
Organizing Committee: Andre Araujo, Bingyi Cao, Tobias Weyand
Invited Audio system embrace: Mathilde Caron
What Is Movement For?
Organizing Committee: Deqing Solar, Fitsum Reda, Charles Herrmann
Invited Audio system embrace: Tali Dekel
Neural Geometry and Rendering: Advances and the Frequent Objects in 3D Problem
Invited Audio system embrace: Ben Mildenhall
Visible Object-Oriented Studying Meets Interplay: Discovery, Representations, and Functions
Invited Audio system embrace: Klaus Greff, Thomas Kipf
Organizing Committee contains: Leonidas Guibas
Imaginative and prescient with Biased or Scarce Knowledge (VBSD)
Program Committee contains: Yizhou Wang
A number of Object Monitoring and Segmentation in Advanced Environments
Invited Audio system embrace: Xingyi Zhou, Fisher Yu
third Visible Inductive Priors for Knowledge-Environment friendly Deep Studying Workshop
Organizing Committee contains: Ekin Dogus Cubuk
DeeperAction: Detailed Video Motion Understanding and Anomaly Recognition
Advisors embrace: Rahul Sukthankar
Signal Language Understanding Workshop and Signal Language Recognition, Translation & Manufacturing Problem
Organizing Committee contains: Andrew Zisserman
Audio system embrace: Andrew Zisserman
Ego4D: First-Particular person Multi-Modal Video Understanding
Invited Audio system embrace: Michal Irani
AI-Enabled Medical Picture Evaluation: Digital Pathology & Radiology/COVID19
Program Chairs embrace: Po-Hsuan Cameron Chen
Workshop Accomplice: Google Well being
Visible Object Monitoring Problem (VOT 2022)
Technical Committee contains: Christoph Mayer
Assistive Laptop Imaginative and prescient and Robotics
Technical Committee contains: Maja Mataric
Human Physique, Arms, and Actions from Selfish and Multi-View Cameras
Organizers embrace: Francis Engelmann
Frontiers of Monocular 3D Notion: Implicit x Express
Panelists embrace: Pete Florence
Tutorials
Self-Supervised Illustration Studying in Laptop Imaginative and prescient
Invited Audio system embrace: Ting Chen
Neural Volumetric Rendering for Laptop Imaginative and prescient
Organizers embrace: Ben Mildenhall, Pratul Srinivasan, Jon Barron
Presenters embrace: Ben Mildenhall, Pratul Srinivasan
New Frontiers in Environment friendly Neural Structure Search!
Audio system embrace: Ruochen Wang
*Work completed whereas at Google. ↩
