Adobe Research at ECCV 2020

August 24, 2020

Tags: AI & Machine Learning, Computer Vision, Imaging & Video, Conferences, Graphics (2D & 3D)

Accurate implicit surface reconstruction from noisy point clouds using a new method called Points2Surf. It generalizes under both geometric and topological variations. Asset source: (left) metratron; (right) Tarbosaurus skull

Adobe Research will present a total of 34 papers at the ECCV 2020 conference this week on research topics ranging from shape estimation to image synthesis, image relighting, geometry processing, facial synthesis, and many more. In addition, five Adobe researchers served as area chairs for the conference, and Adobe researchers will deliver six invited lectures and one submitted paper at the ECCV workshops. Nearly all of Adobe Research’s papers are the result of student internships or other collaborations with university students and faculty. 

Oral Presentations

Transforming and Projecting Images into Class-conditional Generative Networks
Minyoung Huh, Richard Zhang, Jun-Yan Zhu, Sylvain Paris, Aaron Hertzmann

Rewriting a Deep Generative Model
David Bau, Steven Liu, Tongzhou Wang, Jun-Yan Zhu, Antonio Torralba

Spotlight Presentations

Contacts and Human Dynamics from Monocular Video
Davis Rempe, Leonidas Guibas, Aaron Hertzmann, Bryan Russell, Ruben Villegas, Jimei Yang

Unified Multisensory Perception: Weakly- Supervised Audio-Visual Video Parsing
Yapeng Tian, Dingzeyu Li, Chenliang Xu

CLIFFNet for Monocular Depth Estimation with Hierarchical Embedding Loss
Lijun Wang, Jianming Zhang, Yifan Wang, Huchuan Lu, Xiang Ruan

The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement
William Peebles, John Peebles, Jun-Yan Zhu, Alexei Efros, Antonio Torralba

Deep Reflectance Volumes: Relightable Reconstructions from Multi-View Photometric Images
Sai Bi, Zexiang Xu, Kalyan Sunkavalli, Milos Hasan, Yannick Hold- Geoffroy, David Kriegman, Ravi Ramamoorthi

Points2Surf: Learning Implicit Surfaces from Point Cloud Patches
Philipp Erler, Paul Guerrero Stefan Ohrhallinger, Niloy J. Mitra, Michael Wimmer

PhraseClick: Toward Achieving Flexible Interactive Segmentation by Phrase and Click
Henghui Ding, Scott Cohen, Brian Price, and Xudong Jiang

Rotationally- Consistent Novel View Synthesis for Humans
YoungJoong Kwon, Stefano Petrangeli, Dahun Kim, Haoliang Wang, Henry Fuchs, Vishy Swaminathan

Poster Presentations

Lifespan Age Transformation Synthesis
Roy Or-El, Soumyadip Sengupta, Ohad Fried, Eli Shechtman, Ira Kemelmacher-Shlizerman

Unsupervised Video Object Segmentation with Joint Hotspot Tracking
Lu Zhang, Jianming Zhang, Zhe Lin, Radomir Mech, Huchuan Lu, You He

Unselfie: Translating Selfies to Neutral- pose Portraits in the Wild
Liqian Ma, Zhe Lin, Connelly Barnes, Alexei A Efros, Jingwan Lu

URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark
Seonguk Seo, Joon-Young Lee, Bohyung Han

Modeling Artistic Workflows for Image Generation and Editing
Hung-Yu Tseng, Matthew Fisher, Jingwan Lu, Yijun Li, Vladimir Kim, Ming-Hsuan Yang

LandscapeAR: Large Scale Outdoor Augmented Reality by Matching Photographs with Terrain Models Using Learned Descriptors
Jan Brejcha, Michal Lukac, Yannick Hold- Geoffroy, Oliver Wang, Martin Čadík

Deformation-Aware 3D Model Embedding and Retrieval
Mikaela Angelina Uy, Jingwei Huang, Minhyuk Sung, Tolga Birdal, Leonidas Guibas

Learning 3D Part Assembly from a Single Image
Yichen Li, Kaichun Mo, Lin Shao, Minhyuk Sung, Leonidas Guibas

Neural Geometric Parser for Single Image Camera Calibration
Jinwoo Lee, Minhyuk Sung, Hyunjoon Lee, Junho Kim

Pix2Surf: Learning Parametric 3D Surface Models from One or More Images
Jiahui Lei, Srinath Sridhar, Paul Guerrero, Minhyuk Sung, Niloy J. Mitra, Leonidas Guibas

How does Lipschitz Regularization Influence GAN Training?
Yipeng Qin, Niloy Mitra, Peter Wonka

CFAD: Coarse-to-Fine Action Detector for Spatiotemporal Action Localization
Yuxi Li, Weiyao Lin, John See, Ning Xu, Shugong Xu, Yan Ke, Cong Yang

Multiple Sound Sources Localization from Coarse to Fine
Rui Qian, Di Hu, Heinrich Dinkel, Mengyue Wu, Ning Xu, Weiyao Lin

Incorporating Reinforced Adversarial Learning in Autoregressive Image Generation
Kenan Ak, Ning Xu, Zhe Lin, Yilin Wang

ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds
Gopal Sharma, Difan Liu, Subhransu Maji, Evangelos Kalogerakis, Siddhartha Chaudhuri, Radomír Mech

Contrastive Learning for Unpaired Image- to-Image Translation
Taesung Park, Alexei Efros, Richard Zhang, Jun-Yan Zhu

Coupling Explicit and Implicit Surface Representations for Generative 3D Modeling
Omid Poursaeed, Matthew Fisher, Noam Aigerman, Vladimir Kim

Single View Metrology in the Wild
Rui Zhu, Xingyi Yang, Yannick Hold-Geoffroy, Federico Perazzi, Jonathan Eisenmann, Kalyan Sunkavalli, Manmohan Chandraker

Deep Multi Depth Panoramas for View Synthesis
Kai-En Lin, Zexiang Xu, Ben Mildenhall, Pratul P. Srinivasan, Yannick Hold-Geoffroy, Stephen DiVerdi, Qi Sun, Kalyan Sunkavalli, Ravi Ramamoorthi

Open-Edit: Open- Domain Image Manipulation with Open-Vocabulary Instructions
Xihui Liu, Zhe Lin, Jianming Zhang, Handong Zhao, Quan Tran, Xiaogang Wang, Hongsheng Li

High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling
Yu Zeng, Zhe Lin, Jimei Yang, Jianming Zhang, Eli Shechtman, Huchuan Lu

Shape Adaptor: A Learnable Resizing Module
Shikun Liu, Zhe Lin, Yilin Wang, Jianming Zhang, Federico Perazzi, Edward Johns

Texture Hallucination for Large-Factor Painting Super- Resolution
Yulun Zhang, Zhifei Zhang, Stephen DiVerdi, Zhaowen Wang, Jose Echevarria, Yun Fu

Look here! A parametric learning based approach to redirect visual attention
Youssef A. Mejjati, Celso Gomez, Kwang In Kim, Eli Shechtman, Zoya Bylinskii

Workshop Presentations

Invited talk: Human Visual Perception of Art as Computation
Aaron Hertzmann
ART V: Vision for Art Workshop

Invited talk: Audiovisual Synchrony in Video Understanding and Animation
Dingzeyu Li
Multi-Modal Video Analysis Workshop

Invited talk: Controllable Content Creation from Unlabelled Data
Niloy Mitra
Learning 3D Representations for Shape and Appearance Workshop

Invited talk: Generative Networks for Creative Content: Patterns, Textures and Shapes
Niloy Mitra
Holistic Scene Structures for 3D Vision Workshop

Invited talk: Detecting Generated Imagery, Deep and Shallow
Richard Zhang
Sensing, Understanding and Synthesizing Humans Workshop

Invited talk: Structure and Style Disentanglement for Image Manipulation
Richard Zhang
AIM: Advances in Image Manipulation Workshop

Paper presentation: Disentangled Image Generation for Unsupervised Domain Adaptation
Safa Cicek, Ning Xu, Zhaowen Wang, Hailin Jin, Stefano Soatto
TASK-CV – Transferring and Adapting Source Knowledge in Computer Vision Workshop

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