Adobe Research » Publications

Publication date: 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)

Publication date: 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

Publication date: 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)

Publication date: 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)

Publication date: November 30, 2020

MakeItTalk: Speaker-Aware Talking Head Animation

SIGGRAPH Asia 2020

Yang Zhou, Xintong Han, Eli Shechtman, Jose Echevarria, Evangelos Kalogerakis, Dingzeyu Li

AI & Machine Learning
Audio
Graphics (2D & 3D)

Publication date: November 26, 2020

MATch: Differentiable Material Graphs for Procedural Material Capture

SIGGRAPH Asia 2020

Liang Shi, Beichen Li, Milos Hasan, Kalyan Sunkavalli, Tamy Boubekeur, Radomír Měch, Wojciech Matusik

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

Publication date: 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

Publication date: 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)

Publication date: November 24, 2020

Real Time Multiscale Rendering of Dense Dynamic Stackings

Pacific Graphics 2020

Elie Michel, Tamy Boubekeur

Graphics (2D & 3D)

Publication date: 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

Publication date: 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

Publication date: 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

Publication date: 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

Publication date: 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

Publication date: 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

Publication date: 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

Publication date: November 18, 2020

Using Visual Feature Space as a Pivot Across Languages

EMNLP Findings 2020

Ziyan Yang, Leticia Pinto Alva, Franck Dernoncourt, Vicente Ordonez

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

Publication date: November 18, 2020

Rethinking Self-Attention: Towards Interpretability in Neural Parsing

EMNLP Findings 2020

Khalil Mrini, Franck Dernoncourt, Quan Hung Tran, Trung Bui, Walter Chang, Ndapa Nakashole

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: November 18, 2020

STL-CQA: Structure-based Transformers with Localization and Encoding for Chart Question Answering

EMNLP 2020

Hrituraj Singh, Sumit Shekhar

Computer Vision, Imaging & Video
Document Intelligence
Natural Language Processing

Publication date: November 18, 2020

Incorporating Stylistic Lexical Preferences in Generative Language Models

EMNLP Findings 2020

Hrituraj Singh, Gaurav Verma, Balaji Vasan Srinivasan

Natural Language Processing

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