Publications

Publication date: October 12, 2021

KDSalBox: A toolbox of efficient knowledge-distilled saliency models

SVRHM 2021 Workshop @ NeurIPS

Ard Kastrati, Zoya Bylinskii, Eli Shechtman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 11, 2021

CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds

ICCV 2021

Eric-Tuan Lê, Minhyuk Sung, Duygu Ceylan, Radomír Měch, Tamy Boubekeur, Niloy J. Mitra
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 11, 2021

Temporally-Coherent Surface Reconstruction via Metric-Consistent Atlases

ICCV

Jan Bednarik, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Shaifali Parashar, Mathieu Salzmann, Pascal Fua, Noam Aigerman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 11, 2021

BuildingNet: Learning to Label 3D Buildings

ICCV (oral)

Pratheba Selvaraju, Mohamed Nabail, Marios Loizou, Maria Maslioukova, Melinos Averkiou, Siddhartha Chaudhuri, Evangelos Kalogerakis
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 10, 2021

Rapido: Prototyping Interactive AR Experiences through Programming by Demonstration

User Interface Software and Technology (UIST)

Germán Leiva, Jens Emil Sloth Grønbæk, Clemens Nylandsted Klokmose, Cuong Nguyen, Rubaiat Habib, Paul Asente
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Human Computer Interaction

Publication date: October 10, 2021

HighlightMe: Detecting Highlights From Human-Centric Videos

IEEE/CVF International Conference on Computer Vision (ICCV), 2021

Uttaran Bhattacharya, Gang Wu, Stefano Petrangeli, Vishy Swaminathan, Dinesh Manocha
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: October 10, 2021

Dynamic Guidance for Decluttering Photographic Compositions

UIST 2021

Jane L. E, Kevin Y. Zhai, Jose Echevarria, Ohad Fried, Pat Hanrahan, James A. Landay
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Human Computer Interaction

Publication date: October 1, 2021

Free-viewpoint Indoor Neural Relighting from Multi-view Stereo

ACM Transactions on Graphics (SIGGRAPH 2022)

Julien Philip, Sébastien Morgenthaler, Michaël Gharbi, George Drettakis, Philip
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: September 14, 2021

ERGOBOSS: Ergonomic Optimization of Body-Supporting Surfaces

TVCG

Danyong Zhao, Yijing Li, Tim Langlois, Siddhartha Chaudhuri, Jernej Barbic
  • Adobe Research icon Graphics (2D & 3D)

Publication date: September 13, 2021

A Unified Batch Selection Policy for Active Metric Learning

ECML-PKDD

Priyadarshini K, Siddhartha Chaudhuri, Vivek Borkar, Subhasis Chaudhuri
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 8, 2021

Visual FUDGE: Form Understanding via Dynamic Graph Editing

ICDAR 2021

Brian Davis, Bryan Morse, Brian Price, Chris Tensmeyer, Curtis Wigington
  • Adobe Research icon Document Intelligence

Publication date: August 23, 2021

Progressive Discrete Domains for Implicit Surface Reconstruction

SGP 2021

Tong Zhao, Pierre Alliez, Tamy Boubekeur, Laurent Busé, Jean-Marc Thiery
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 21, 2021

Boundary-Sampled Halfspaces: A New Representation for Constructive Solid Modeling

ACM Transactions on Graphics (Proc. SIGGRAPH)

Xingyi Du, Qingnan Zhou, Nathan Carr, Tao Ju
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 14, 2021

Interactive Audience Expansion On Large Scale Online Visitor Data

ACM SIGKDD Conference on Knowledge Discovery & Data Mining

Gromit Yeuk-Yin Chan, Tung Mai, Anup Rao, Ryan A. Rossi, Fan Du, Claudio T. Silva, Juliana Freire
  • Adobe Research icon AI & Machine Learning

Publication date: August 6, 2021

Dynamic Path Reasoning for Measurement Relation Extraction

SemEval 2021

Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: August 4, 2021

Unleash GPT-2 Power for Event Detection

ACL 2021

Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: August 4, 2021

Document-Level Event Argument Extraction via Optimal Transport

ACL 2021

Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: August 4, 2021

TIMERS: Document-level Temporal Relation Extraction

ACL 2021

Puneet Mathur, Rajiv Jain, Franck Dernoncourt, Vlad Morariu, Quan Hung Tran, Dinesh Manocha
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: August 4, 2021

UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning

ACL 2021

Hwanhee Lee, David Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Kyomin Jung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: August 4, 2021

A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding

ACL 2021

Khalil Mrini, Franck Dernoncourt, David Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing
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