At this year’s European Conference on Computer Vision (ECCV 2022), held from October 23 through October 27, 2022, Adobe has co-authored a total of 43 main conference papers, including 4 oral papers and 39 poster papers, plus 6 workshop papers.
Adobe authors have also contributed to the conference in many other ways, including co-organizing several workshops, area chairing, and reviewing papers.
Nearly all these papers are the result of research internships or other collaborations with university students and faculty. Please check out Adobe Research’s careers page to learn more about internships and full-time career opportunities.
Here are Adobe’s contributions to ECCV 2022.
Oral papers
OccamNets: Mitigating Dataset Bias by Favoring Simpler Hypotheses
Robik Shrestha, Kushal Kafle, Christopher Kanan
Perceptual Artifacts Localization for Inpainting
Lingzhi Zhang, Yuqian Zhou, Connelly Barnes, Zhe Lin, Eli Shechtman, Sohrab Amirghodsi, Jianbo Shi
Physically-Based Editing of Indoor Scene Lighting from a Single Image
Zhengqin Li, Jia Shi, Sai Bi, Rui Zhu, Kalyan Sunkavalli, Milos Hasan, Zexiang Xu, Ravi Ramamoorthi, Manmohan Chandraker
Toward Understanding WordArt: Corner-Guided Transformer for Scene Text Recognition
Xudong Xie, Ling Fu, Zhifei Zhang, Zhaowen Wang, Xiang Bai
Poster papers
3D-FM GAN: Towards 3D-Controllable Face Manipulation
Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Richard Zhang, Sun-Yuan Kung
A Repulsive Force Unit for Garment Collision Handling in Neural Networks
Qingyang Tan, Yi Zhou, Tuanfeng Wang, Duygu Ceylan, Xin Sun, Dinesh Manocha
Any-resolution Training for High-resolution Image Synthesis
Lucy Chai, Michaël Gharbi, Eli Shechtman, Phillip Isola, Richard Zhang
ARF: Artistic Radiance fields
Kai Zhang, Nicholas Kolkin, Sai Bi, Fujun Luan, Zexiang Xu, Eli Shechtman, Noah Snavely
BlobGAN: Spatially Disentangled Scene Representations
Dave Epstein, Taesung Park, Richard Zhang, Eli Shechtman, Alexei Efros
Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Object Detection
Sanghyun Woo, Kwanyong Park, Seoung Wug Oh, In So Kweon, Joon-Young Lee
CA-SSL: Class-Agnostic Semi-Supervised Learning for Detection and Segmentation
Lu Qi, Jason Kuen, Zhe Lin, Jiuxiang Gu, Fengyun Rao, Dian Li, Weidong Guo, Zhen Wen, Ming-Hsuan Yang, Jiaya Jia
ChunkyGAN: Real Image Inversion via Segments
Adéla Šubrtová, David Futschik, Jan Čech, Michal Lukáč, Eli Shechtman, Daniel Sýkora
CoGS: Controllable Generation and Search from Sketch and Style
Cusuh Ham, Gemma Canet Tarrés, Tu Bui, James Hays, Zhe Lin, John Collomosse
Contrastive Learning for Diverse Disentangled Foreground Generation
Yuheng Li, Yijun Li, Jingwan Lu, Eli Shechtman, Yong Jae Lee, Krishna Kumar Singh
Controllable Shadow Generation Using Pixel Heigh Maps
Yichen Sheng, Yifan Liu, Jianming Zhang, Wei Yin, A. Cengiz Oztireli, He Zhang, Zhe Lin, Eli Shechtman, Bedrich Benes
Deep 360° Optical Flow Estimation by Multi-Projection Fusion
Yiheng Li, Connelly Barnes, Kun Huang, Fang-Lue Zhang
Distilling the Undistillable: Learning from a Nasty Teacher
Surgan Jandial, Yash Khasbage, Arghya Pal, Vineeth Balasubramanian, Balaji Krishnamurthy
Error Compensation Framework for Flow-Guided Video Inpainting
Jaeyeon Kang, Seoung Wug Oh, Seon Joo Kim
GALA: Toward Geometry-and-Lighting-Aware Object Search for Compositing
Sijie Zhu, Zhe Lin, Scott Cohen, Jason Kuen, Zhifei Zhang, Chen Chen
Image Inpainting with Cascaded Modulation GAN and Object-Aware Training
Haitian Zheng, Zhe Lin, Jingwan Lu, Scott Cohen, Eli Shechtman, Connelly Barnes, Jianming Zhang, Ning Xu, Sohrab Amirghodsi, Jiebo Luo
Improving Closed and Open-Vocabulary Attribute Prediction using Transformers
Khoi Pham, Kushal Kafle, Zhe Lin, Zhihong Ding, Scott Cohen, Quan Hung Tran, Abhinav Shrivastava
Improving the Reliability for Confidence Estimation
Haoxuan Qu, Yanchao Li, Lin Geng Foo, Jason Kuen, Jiuxiang Gu, Jun Liu
Inpainting at Modern Camera Resolution by Guided PatchMatch with Auto-Curation
Connelly Barnes, Lingzhi Zhang, Jianbo Shi, Zhe Lin, Eli Shechtman, Sohrab Amirghodsi, Kevin Wampler
Intelli-Paint: Towards Developing More Human-Intelligible Painting Agents
Jaskirat Singh, Cameron Smith, Jose Echevarria, Liang Zheng
Learning an Isometric Surface Parameterization for Texture Unwrapping
Sagnik Das, Ke Ma, Zhixin Shu, Dimitris Samaras
Learning Visibility for Robust Dense Human Body Estimation
Chun-Han Yao, Jimei Yang, Duygu Ceylan, Yi Zhou, Yang Zhou, Ming-Hsuan Yang
Meta Spatio-Temporal Debiasing for Video Scene Graph Generation
LI XU, Haoxuan Qu, Jason Kuen, Jiuxiang Gu, Jun Liu
MovieCuts: A New Dataset and Benchmark forCut Type Recognition
Alejandro Pardo, Fabian Caba, Juan C Leon, Ali K Thabet, Bernard Ghanem
MPIB: An MPI-Based Bokeh Rendering Framework for Realistic Partial Occlusion Effects
Juewen Peng, Jianming Zhang, Xianrui Luo, Hao Lu, Ke Xian, Zhiguo Cao
One-Trimap Video Matting
Hongje Seong, Seoung Wug Oh, Brian Price, Euntai Kim, Joon-Young Lee
Paint2Pix: Interactive Painting based Progressive Image Synthesis and Editing
Jaskirat Singh, Liang Zheng, Cameron Y Smith, Jose Echevarria
PatchRD: Detail-Preserving Shape Completion by Learning Patch Retrieval and Deformation
Bo Sun, Vladimir Kim, Qixing Huang, Noam Aigerman, Siddhartha Chaudhuri
RepMix: Representation Mixing for Robust Attribution of Synthesized Images
Tu Bui, Ning Yu, John Collomosse
Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency
Tom Monnier, Matthew Fisher, Alexei A Efros, Mathieu Aubry
Skeleton-free Pose Transfer for Stylized 3D Characters
Zhouyingcheng Liao, Jimei Yang, Jun Saito, Gerard Pons-Moll, Yang Zhou
Spotting Temporally Precise, Fine-Grained Events in Video
James Hong, Haotian Zhang, Michaël Gharbi, Matthew Fisher, Kayvon Fatahalian
StyleBabel: Artistic Style Tagging and Captioning
Dan Ruta, Andrew Gilbert, Pranav Aggarwal, Naveen Marri, Ajinkya Kale, Jo Briggs, Chris Speed, Hailin Jin, Baldo Faieta, Alex Filipkowski, Zhe Lin, John Collomosse
TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information
Suraj Kothawade, Saikat Ghosh, Sumit Shekhar, Yu Xiang, Rishabh Iyer
TensoRF: Tensorial Radiance Fields
Anpei Chen, Zexiang Xu, Andreas Geiger, Jingyi Yu, Hao Su
The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing
Dawit Mureja Argaw, Fabian Caba, Joon-Young Lee, Markus Woodson, In So Kweon
The Shape Part Slot Machine: Contact-based Reasoning for Generating 3D Shapes from Parts
Kai Wang, Paul Guerrero, Vladimir Kim, Siddhartha Chaudhuri, Minhyuk Sung, Daniel Ritchie
Tracking by Associating Clips
Sanghyun Woo, Kwanyong Park, Seoung Wug Oh, In So Kweon, Joon-Young Lee
Video Activity Localisation with Uncertainties in Temporal Boundary
Jiabo Huang, Hailin Jin, Shaogang Gong, Yang Liu
Workshop papers
Discovering and Mitigating Biases in CLIP-based Text-to-Image Generation
Md Mehrab Tanjim, Krishna Kumar Singh, Kushal Kafle, Ritwik Sinha, Garrison W. Cottrell
Presented at the Responsible Computer Vision workshop
End-to-end Document Recognition and Understanding with Dessurt
Brian Davis, Bryan Morse, Chris Tensmeyer, Brian Price, Curtis Wigington, Vlad Morariu
Presented at the Text in Everything workshop
HyperNST: Hyper-Networks for Neural Style Transfer
Dan Ruta, Andrew Gilbert, Saeid Motiian, Baldo Faieta, Zhe Lin, John Collomosse
Presented at the VISART – Vision for Art workshop
Learning Joint Surface Atlases
Theo Deprelle, Thibault Groueix, Noam Aigerman, Vladimir Kim, Mathieu Aubry
Presented at the Learning to Generate 3D Shapes and Scenes workshop
Recovering Detail in 3D Shapes Using Disparity Maps
Marissa Ramirez de Chanlatte, Matheus Gadelha, Thibault Groueix, Radomir Mech
Presented at the Learning to Generate 3D Shapes and Scenes workshop
Third Time’s the Charm? Image and Video Editing with StyleGAN3
Yuval Alaluf, Or Patashnik, Zongze Wu, Asif Zamir, Eli Shechtman, Dani Lischinski, Daniel Cohen-Or
Presented at the Advances in Image Manipulation workshop
Workshop co-organizer
Drawings and Abstract Imagery: Representation and Analysis (DIRA)
Kushal Kafle, Chris Tensmeyer, Sumit Shekhar
Sketching for Human Expressivity
Richard Zhang
Invited talk
Keynote at the Drawings and Abstract Imagery: Representation and Analysis (DIRA) workshop
Niloy Mitra
Keynote at the VISART Vision for Art workshop
John Collomosse
