Publications

Published December 14, 2021

Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN

Siggraph Asia 2021

Badour AlBahar, Jingwan (Cynthia) Lu, Jimei Yang, Zhixin Shu, Eli Shechtman, Jia-Bin Huang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published December 6, 2021

VPN: Video Provenance Network for Robust Content Attribution

International Conference on Computer Vision in Media Production (CVMP)

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

Published November 10, 2021

TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts

New Frontiers in Summarization EMNLP Workshop 2021

Sajad Sotudeh, Hanieh Deilamsalehy, Franck Dernoncourt, Nazli Goharian
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published November 9, 2021

Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning

EMNLP 2021

Jianguo Zhang, Trung Bui, David Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip Yu
  • AI & Machine Learning
  • Content Intelligence
  • Natural Language Processing

Published November 9, 2021

QACE: Asking Questions to Evaluate an Image Caption

Findinds of EMNLP 2021

Hwanhee Lee, Thomas Scialom, David Seunghyun Yoon, Franck Dernoncourt, Kyomin Jung
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
  • Natural Language Processing

Published November 9, 2021

Learning Prototype Representations Across Few-Shot Tasks for Event Detection

EMNLP 2021

Viet Lai, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published November 9, 2021

IGA: An Intent-Guided Authoring Assistant

EMNLP 2021

Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer
  • AI & Machine Learning
  • Document Intelligence
  • Human Computer Interaction
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published November 9, 2021

StreamHover: Livestream Transcript Summarization and Annotation

Empirical Methods in Natural Language Processing (EMNLP)

Sangwoo Cho, Franck Dernoncourt, Tim Ganter, Trung Bui, Nedim Lipka, Walter Chang, Hailin Jin, Jonathan Brandt, Hassan Foroosh, Fei Liu
  • AI & Machine Learning
  • Content Intelligence
  • Document Intelligence
  • Natural Language Processing

Published November 8, 2021

Controllable deep melody generation via hierarchical music representation

International Society for Music Information Retrieval Conference

Shuqi Dai, Zeyu Jin, Celso Gomes, Roger B. Dannenberg
  • Audio

Published November 8, 2021

Deep Embeddings and Section Fusion Improve Music Segmentation

International Society for Music Information Retrieval Conference (ISMIR)

Justin Salamon, Oriol Nieto, Nicholas J. Bryan
  • AI & Machine Learning
  • Audio

Published November 7, 2021

ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring

Empirical Methods in Natural Language Processing (EMNLP)

Vinay Aggarwal, Aparna Garimella, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Rajiv Jain
  • Content Intelligence
  • Natural Language Processing

Published November 7, 2021

Exploring Conditional Text Generation for Aspect-based Sentiment Analysis

PACLIC 2021

Siva Uday Sampreeth Chebolu‬, Franck Dernoncourt, Nedim Lipka, Thamar Solorio
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published 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
  • Human Computer Interaction

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
  • 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

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 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

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

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
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