Publications

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 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 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 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 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

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 August 21, 2021

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

ACM Transaction 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

Published 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
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published 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
  • AI & Machine Learning
  • Document Intelligence
  • Intelligent Agents & Assistants
  • Natural Language Processing
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