Publications

Publication date: June 18, 2023

Fast Natural Language Based Data Exploration with Samples

International Conference on Management of Data (SIGMOD)

Shubham Agarwal, Gromit Yeuk-Yin Chan, Shaddy Garg, Tong Yu, Subrata Mitra
  • Adobe Research icon Data Intelligence

Publication date: June 18, 2023

GamutMLP: A Lightweight MLP for Color Loss Recovery

CVPR 2023

Hoang Le, Brian Price, Scott Cohen, Michael Brown
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 18, 2023

Towards Open-World Segmentation of Parts

CVPR 2023

Tai-Yu Pan, Qing Liu, Wei-Lun Chao, Brian Price
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 18, 2023

ObjectStitch: Generative Object Compositing

CVPR 2023

Yizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen, Brian Price, Jianming Zhang, Soo Ye Kim, Daniel Aliaga
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 18, 2023

Unsupervised 3D Shape Reconstruction by Part Retrieval and Assembly

CVPR

Xianghao Xu, Paul Guerrero, Matt Fisher, Siddhartha Chaudhuri, Daniel Ritchie
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 18, 2023

Language-Guided Audio-Visual Source Separation via Trimodal Consistency

Conference on Computer Vision and Pattern Recognition (CVPR)

Reuben Tan, Arijit Ray, Bryan A. Plummer, Justin Salamon, Oriol Nieto, Bryan Russell, Kate Saenko
Highlight Paper (Top 10%)
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 10, 2023

Visualizing Topics and Opinions Helps Students Interpret Large Collections of Peer Feedback for Creative Projects

Transactions on Human-Computer Interaction (TOCHI)

Patrick Crain, Jaewook Lee, Yu-Chen Yen, Joy Kim, Alyssa Aiello, Brian Bailey
  • Adobe Research icon Human Computer Interaction

Publication date: June 7, 2023

SketchBuddy: Context-Aware Sketch Enrichment and Enhancement

ACM Conference on Multimedia Systems (MMSys)

Aishwarya Agarwal, Anuj Srivastava, Inderjeet Nair, Swasti Shreya Mishra, Vineeth Dorna, Sharmila Reddy Nangi, Balaji Vasan Srinivasan
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 6, 2023

Curricular Next Conversation Prediction Pretraining for Transcript Segmentation

Findings of EACL 2023

Anvesh Rao Vijjini, Hanieh Deilamsalehy, Franck Dernoncourt, Snigdha Chaturvedi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: June 4, 2023

Audio-Text Models Do Not Yet Leverage Natural Language

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

Ho-Hsiang Wu, Oriol Nieto, Juan Pablo Bello, Justin Salamon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: June 4, 2023

Transcription Free Filler Word Detection with Neural Semi-CRFs

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

Ge Zhu, Yujia Yan, Juan-Pablo Caceres, Zhiyao Duan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: May 12, 2023

Subpixel Deblurring of Anti-Aliased Raster Clip-Art

Computer Graphics Forum, Proc. Eurographics 2023

Jinfan Yang, Nicholas Vining, Shakiba Kheradmand, Nathan Carr, Leonid Sigal, Alla Sheffer
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 3, 2023

PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search

EACL 2023

Thang Minh Pham, David Seunghyun Yoon, Trung Bui, Anh Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 2, 2023

A Neural CRF-based Hierarchical Approach for Linear Text Segmentation

Findings of the 17th Conference of the European Chapter of the Association for Computational Linguistics

Inderjeet Nair, Aparna Garimella, Balaji Vasan Srinivasan, Natwar Modani, Niyati Chhaya, Srikrishna Karanam, Sumit Shekhar
  • Adobe Research icon Natural Language Processing

Publication date: April 30, 2023

Web Table Formatting Affects Readability on Mobile Devices

Proceedings of the ACM Web Conference 2023

Chris Tensmeyer, Zoya Bylinskii, Tianyuan Cai, Dave Miller, Ani Nenkova, Aleena Gertrudes Niklaus, Shaun Wallace
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Human Computer Interaction

Publication date: April 30, 2023

CausIL: Causal Graph for Instance Level Microservice Data

Proceedings of the Web Conference (WWW)

Sarthak Chakraborty, Shubham Agarwal, Shaddy Garg, Ayush Chauhan, Shiv Saini
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Systems & Languages

Publication date: April 30, 2023

Augmenting Visualizations with Predictive and Investigative Insights to Facilitate Decision Making

ACM Web Conference (WebConf)

Md Main Uddin Rony, Fan Du, Ryan A. Rossi, Jane Hoffswell, Niyati Chhaya, Iftikhar Ahamath Burhanuddin, Eunyee Koh
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: April 25, 2023

Direct Inference of Effect of Treatment (DIET) for a Cookieless World

International Conference on Artificial Intelligence and Statistics (AISTATS)

Shiv Shankar, Ritwik Sinha, Saayan Mitra, Moumita Sinha, Madalina Fiterau
  • Adobe Research icon Content Intelligence

Publication date: April 23, 2023

DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation

CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, April 2023

Arpit Narechania, Fan Du, Atanu R Sinha, Ryan A. Rossi, Jane Hoffswell, Shunan Guo, Eunyee Koh, Shamkant B. Navathe, Alex Endert
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Human Computer Interaction

Publication date: April 19, 2023

Digital Reading Rulers: Evaluating Inclusively Designed Rulers for Readers With Dyslexia and Without

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems

Aleena Gertrudes Niklaus, Tianyuan Cai, Zoya Bylinskii, Shaun Wallace, Bylinskii
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Human Computer Interaction
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