Publications

Published June 23, 2021

Spatially-Adaptive Pixelwise Networks for Fast Image Translation

Computer Vision and Pattern Recognition (CVPR'21)

Tamar Rott Shaham, Michaël Gharbi, Richard Zhang, Eli Shechtman, Tomer Michaeli
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 22, 2021

Ensembling with Deep Generative Views

Computer Vision and Pattern Recognition (CVPR'21)

Lucy Chai, Jun-Yan Zhu, Eli Shechtman, Phillip Isola, Richard Zhang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence

Published June 21, 2021

TransFill: Reference-guided Image Inpainting by Merging Multiple Color and Spatial Transformations

Computer Vision and Pattern Recognition (CVPR'21)

Yuqian Zhou, Connelly Barnes, Eli Shechtman, Sohrab Amirghodsi
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 21, 2021

Multi-Scale Aligned Distillation for Low-Resolution Detection

Conference on Computer Vision and Pattern Recognition (CVPR'21)

Lu Qi, Jason Kuen, Jiuxiang Gu, Zhe Lin, Yi Wang, Yukang Chen, Yanwei Li, Jiaya Jia
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 20, 2021

Deep Image Comparator: Learning to Visualize Editorial Change

CVPR Workshop on Media Forensics (CVPRW)

Alexander Black, Tu Bui, Hailin Jin, Vishy Swaminathan, John Collomosse
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence

Published June 19, 2021

IMAGINE: Image Synthesis by Image-Guided Model Inversion

CVPR2021

Pei Wang, Yijun Li, Krishna Kumar Singh, Jingwan (Cynthia) Lu, Nuno Vasconcelos
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 19, 2021

Joint Learning of 3D Shape Retrieval and Deformation

CVPR

Mikaela Angelina Uy, Vladimir (Vova) Kim, Minhyuk Sung, Noam Aigerman, Siddhartha Chaudhuri, Leonidas Guibas
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
  • Graphics (2D & 3D)

Published June 19, 2021

DECOR-GAN: 3D Shape Detailization by Conditional Refinement

CVPR (oral)

Zhiqin Chen, Vladimir (Vova) Kim, Matt Fisher, Noam Aigerman, Hao Zhang, Siddhartha Chaudhuri
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
  • Graphics (2D & 3D)

Published June 11, 2021

X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering

NAACL 2021

Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren, Jonathan May
  • AI & Machine Learning
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published June 11, 2021

KPQA: A Metric for Generative Question Answering Using Keyphrase Weights

NAACL 2021

Hwanhee Lee, David Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Joongbo Shin, Kyomin Jung
  • AI & Machine Learning
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published June 11, 2021

A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution

NAACL 2021

Tuan Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published June 11, 2021

Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models

NAACL 2021

Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published June 11, 2021

Open-Domain Question Answering with Pre-Constructed Question Spaces

NAACL SRW 2021

Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published June 11, 2021

UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization

NAACL BioNLP 2021

Khalil Mrini, Franck Dernoncourt, David Seunghyun Yoon, Trung Bui, Walter Chang, Emilias Farcas, Ndapa Nakashole
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published June 11, 2021

Personalized HRTF Modeling Using DNN-augmented BEM

ICASSP

Mengfan Zhang, Jui-Hsien Wang, Doug L. James, Wang
  • AI & Machine Learning
  • Audio
  • Graphics (2D & 3D)

Published June 9, 2021

Bandwidth Extension is All You Need

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Jiaqi Su, Yunyun Wang, Adam Finkelstein, Zeyu Jin
  • AI & Machine Learning
  • Audio

Published June 9, 2021

CDPAM: Contrastive learning for perceptual audio similarity

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Pranay Manocha, Zeyu Jin, Richard Zhang, Adam Finkelstein
  • AI & Machine Learning
  • Audio

Published June 8, 2021

Sound Event Detection and Separation: A Benchmark on DESED Synthetic Soundscapes

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Nicolas Turpault, Romain Serizel, Scott Wisdom, Hakan Erdogan, John R. Hershey, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
  • AI & Machine Learning
  • Audio

Published June 8, 2021

What’s all the Fuss about Free Universal Sound Separation Data?

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Scott Wisdom, Hakan Erdogan, Daniel P. W. Ellis, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Justin Salamon, Prem Seetharaman, John R. Hershey
  • AI & Machine Learning
  • Audio

Published June 8, 2021

Few-Shot Continual Learning for Audio Classification

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Yu Wang, Nicholas J. Bryan, Mark Cartwright, Juan Pablo Bello, Justin Salamon
  • AI & Machine Learning
  • Audio
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