Publications

Published 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
  • AI & Machine Learning
  • Audio

Published 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
  • AI & Machine Learning
  • Audio

Published 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
  • AI & Machine Learning
  • Audio

Published 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
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence

Published 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
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence

Published 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
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence

Published 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
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published 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
  • Computer Vision, Imaging & Video

Published 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
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published 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
  • Computer Vision, Imaging & Video

Published 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
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published 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
  • AR, VR & 360 Photography
  • Human Computer Interaction

Published August 23, 2021

Progressive Discrete Domains for Implicit Surface Reconstruction

SGP 2021

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

Published 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
  • Graphics (2D & 3D)

Published 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
  • AI & Machine Learning

Published August 6, 2021

Dynamic Path Reasoning for Measurement Relation Extraction

SemEval 2021

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

Published August 4, 2021

Unleash GPT-2 Power for Event Detection

ACL 2021

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

Published 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
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published August 4, 2021

TIMERS: Document-level Temporal Relation Extraction

ACL 2021

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