Publications

Published December 6, 2020

Towards Safe Policy Improvement for Non-Stationary MDPs

Neural Information Processing Systems (NeurIPS 2020)

Yash Chandak, Scott Jordan, Georgios Theocharous, Martha White, Philip S. Thomas
Spotlight
  • AI & Machine Learning

Published December 6, 2020

Few-shot Image Generation via Self-adaptation

Neurips 2020

Yijun Li, Richard Zhang, Jingwan (Cynthia) Lu, Eli Shechtman
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published December 6, 2020

Swapping Autoencoder for Deep Image Manipulation

Neurips 2020

Taesung Park, Jun-Yan Zhu, Oliver Wang, Jingwan (Cynthia) Lu, Eli Shechtman, Alexei A. Efros, Richard Zhang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published December 4, 2020

A Benchmark and Baseline for Language-Driven Image Editing

ACCV 2020

Jing Shi, Ning Xu, Trung Bui, Franck Dernoncourt, Zheng Wen, Chenliang Xu
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published December 4, 2020

DeformSyncNet: Deformation Transfer via Synchronized Shape Deformation Spaces

SIGGRAPH Asia

Minhyuk Sung, Zhenyu Jiang, Panos Achlioptas, Niloy J. Mitra, Leonidas J. Guibas
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published December 4, 2020

Spherical Light Integration over Spherical Caps via Spherical Harmonics

SIGGRAPH Asia 2020 Technical Communications

Zihong Zhou, Li-Yi Wei
  • Graphics (2D & 3D)

Published December 4, 2020

Simple Methods to Represent Shapes with Sample Spheres

SIGGRAPH Asia 2020 Technical Communications

Li-Yi Wei, Arjun V Anand, Shally Kumar, Tarun Beri, Wei
  • Graphics (2D & 3D)

Published December 1, 2020

Vax-a-Net: Training-time Defence Against Adversarial Patch Attacks

Asian Conference on Computer Vision (ACCV)

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

Published December 1, 2020

DeepVoxels++: Enhancing the Fidelity of Novel View Synthesis from 3D Voxel Embeddings

Asian Conference on Computer Vision (ACCV)

Tong He, John Collomosse, Hailin Jin, Stefano Soatto
  • AI & Machine Learning
  • AR, VR & 360 Photography
  • Graphics (2D & 3D)

Published December 1, 2020

Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction

Advances in Neural Information Processing Systems (NeurIPS)

Tong He, John Collomosse, Hailin Jin, Stefano Soatto
  • AR, VR & 360 Photography
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published November 30, 2020

MakeItTalk: Speaker-Aware Talking Head Animation

SIGGRAPH Asia 2020

Yang Zhou, Dingzeyu Li, Eli Shechtman, Jose Echevarria, Xintong Han, Evangelos Kalogerakis
  • AI & Machine Learning
  • Audio
  • Graphics (2D & 3D)

Published November 25, 2020

Motion Annotation Programs: A Scalable Approach to Annotating Kinematic Articulations in Large 3D Shape Collections

3DV

Xianghao Xu, David Charatan, Sonia Raychaudhuri, Hanxiao Jiang, Mae Heitmann, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Manolis Savva, Angel X. Chang, Daniel Ritchie
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
  • Graphics (2D & 3D)
  • Human Computer Interaction
  • Systems & Languages

Published November 25, 2020

COALESCE: Component Assembly by Learning to Synthesize Connections

3DV (oral)

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

Published November 20, 2020

ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT

EMNLP 2020 Eval4NLP

Hwanhee Lee, David Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published November 18, 2020

Continuous Curve Textures

SIGGRAPH Asia 2020

Peihan Tu, Li-Yi Wei, Koji Yatani, Takeo Igarashi, Matthias Zwicker
  • Graphics (2D & 3D)
  • Human Computer Interaction

Published November 18, 2020

Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning

EMNLP 2020

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

Published November 18, 2020

Learning to Fuse Sentences with Transformers for Summarization

EMNLP 2020

Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published November 18, 2020

Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation

EMNLP 2020

Kang Min Yoo, Hanbit Lee, Franck Dernoncourt, Trung Bui, Walter Chang, Sang-goo Lee
  • AI & Machine Learning
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published November 18, 2020

Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation

EMNLP Findings 2020

Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published November 18, 2020

Scene Graph Modification Based on Natural Language Commands

EMNLP Findings 2020

Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Zhe Lin, Trung Bui, Franck Dernoncourt, Nhan Dam
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Intelligent Agents & Assistants
  • Natural Language Processing
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