Publications

Publication date: October 28, 2021

ReAct: A Review Comment Dataset for Actionability (and more)

International Conference on Web Information Systems Engineering (WISE 2021)

Gautam Choudhary, Natwar Modani, Nitish Maurya
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: October 26, 2021

Efficient Image Vectorisation Using Mesh Colours

STAG 2021

Gerben Hettinga, Jose Echevarria, Jiri Kosinka
Best paper award
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 26, 2021

An Evaluation-Focused Framework for Visualization Recommendation Algorithms

IEEE Transactions on Visualization and Computer Graphics (VIS)

Zehua Zeng, Phoebe Moh, Fan Du, Jane Hoffswell, Tak Yeon Lee, Sana Malik, Eunyee Koh, Leilani Battle
Best Paper Honorable Mention
  • Adobe Research icon Human Computer Interaction

Publication date: October 23, 2021

CrowdFolio: Understanding How Holistic and Decomposed Workflows Influence Feedback on Online Portfolios

Conference On Computer-Supported Cooperative Work And Social Computing (CSCW)

Eureka Foong, Joy Kim, Mira Dontcheva, Elizabeth Gerber
  • Adobe Research icon Human Computer Interaction

Publication date: October 23, 2021

StreamSketch: Exploring Multi-Modal Interactions in Creative Live Streams

CSCW 2021

Zhicong Lu, Rubaiat Habib, Li-Yi Wei, Mira Dontcheva, Karrie Karahalios, Li-Yi Wei
  • Adobe Research icon Human Computer Interaction

Publication date: October 18, 2021

Who Calls the Shots? Rethinking Few-Shot Learning for Audio

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)

Yu Wang, Nicholas J. Bryan, Justin Salamon, Mark Cartwright, Juan Pablo Bello
Best Audio Few-Shot Learning Paper Award
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: October 18, 2021

Auto-DSP: Learning to Optimize Acoustic Echo Cancellers

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)

Jonah Casebeer, Nicholas J. Bryan, Paris Smaragdis
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: October 17, 2021

HiFi-GAN-2: Studio-quality speech enhancement via generative adversarial networks conditioned on acoustic features

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)

Jiaqi Su, Zeyu Jin, Adam Finkelstein
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: October 17, 2021

ALADIN: All Layer Adaptive Instance Normalization for Fine-grained Style Similarity

International Conference on Computer Vision (ICCV)

Dan Ruta, Saeid Motiian, Baldo Faeita, Zhe Lin, Hailin Jin, Alex Filipkowski, Andrew Gilbert, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: October 17, 2021

OSCAR-Net: Object-centric Scene Graph Attention for Image Attribution

International Conference on Computer Vision (ICCV)

Eric Nguyen, Tu Bui, Vishy Swaminathan, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: October 17, 2021

Scene Designer: a Unified Model for Scene Search and Synthesis from Sketch

ICCV Workshop on Sketching and Human Expressivity (ICCVW)

Leo Sampaio Ferraz Ribeiro, Tu Bui, John Collomosse, Moacir Ponti
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: October 17, 2021

Defending Object Detection Networks Against Adversarial Patch Attacks

ICCV Workshop on Adversarial Robustness in the Real World (ICCVW)

Tommy Gittings, Steve Schneider, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 14, 2021

StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery

International Conference on Computer Vision (ICCV'21)

Or Patashnik, Zongze Wu, Eli Shechtman, Daniel Cohen-Or, Dani Lischinski
Oral
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 13, 2021

Collaging Class-specific GANs for Semantic Image Synthesis

International Conference on Computer Vision (ICCV'21)

Yuheng Li, Yijun Li, Jingwan (Cynthia) Lu, Eli Shechtman, Yong Jae Lee, Krishna Kumar Singh, Jingwan (Cynthia) Lu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 13, 2021

Modulated Periodic Activations for Generalizable Local Functional Representations

International Conference on Computer Vision (ICCV'21)

Ishit Mehta, Michaël Gharbi, Connelly Barnes, Eli Shechtman, Ravi Ramamoorthi, Manmohan Chandraker
  • Adobe Research icon Computer Vision, Imaging & Video

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
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