Adobe Research » Publications

Publication date: July 14, 2023

MeetingBank: A Benchmark Dataset for Meeting Summarization

ACL 2023

Yebowen Hu, Tim Ganter, Hanieh Deilamsalehy, Franck Dernoncourt, Hassan Foroosh, Fei Liu

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: July 14, 2023

Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection

ACL 2023

Luis Fernando Guzman Nateras, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: July 14, 2023

SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment

Findings of ACL 2023

Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao and Hailin Jin

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: July 14, 2023

Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training

Findings of ACL 2023

Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min, Thien Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: July 10, 2023

Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations

ACL 2023

Hyunjae Kim, Jaehyo Yoo, David Seunghyun Yoon, Jaewoo Kang

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: July 10, 2023

MeetingQA: Extractive Question-Answering on Meeting Transcripts

ACL 2023

Archiki Prasad, Trung Bui, David Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Mohit Bansal

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

Publication date: July 1, 2023

Floaters No More: Radiance Field Gradient Scaling for Improved Near-Camera Training

EGSR 2023

Julien Philip, Valentin Deschaintre

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

Publication date: June 23, 2023

Reinforced approximate exploratory data analysis

Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)

Shaddy Garg, Subrata Mitra, Tong Yu, Yash Gadhia, Arjun Kashettiwar

AI & Machine Learning
Data Intelligence
Systems & Languages

Publication date: June 22, 2023

Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations

CVPR 2023

Ziyan Yang, Kushal Kafle, Franck Dernoncourt, Vicente Ordonez

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 21, 2023

EKILA: Synthetic Media Provenance and Attribution for Generative Art

CVPR Workshop on Media Forensics (CVPRW)

Kar Balan, Shruti Agarwal, Simon Jenni, Andy Parsons, Andrew Gilbert, John Collomosse

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: June 20, 2023

SceneComposer: Any-Level Semantic Image Synthesis

Computer Vision and Pattern Recognition (CVPR)

Yu Zeng, Zhe Lin, Jianming Zhang, Qing Liu, John Collomosse, Jason Kuen, Vishal M. Patel

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

Publication date: June 18, 2023

MIME: Human-Aware 3D Scene Generation

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Hongwei Yi, Chun-Hao (Paul) Huang, Shashank Tripathi, Lea Hering, Justus Thies, Michael J. Black

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

Publication date: June 18, 2023

Normal-guided Garment UV Prediction for Human Re-texturing

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Yasamin Jafarian, Tuanfeng Y. Wang, Duygu Ceylan, Jimei Yang, Nathan Carr, Yi Zhou, Hyun Soo Park

Highlight (10% of accepted papers, 2.5% of submissions)

AI & Machine Learning
AR, VR & 360 Photography
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: June 18, 2023

RoSteALS: Robust Steganography using Autoencoder Latent Space

CVPR Workshop on Media Forensics (CVPRW)

Tu Bui, Shruti Agarwal, Ning Yu, John Collomosse

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

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

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

Publication date: June 18, 2023

Multi-Concept Customization of Text-to-Image Diffusion

CVPR 2023

Nupur Kumari, Bingliang Zhang, Richard Zhang, Eli Shechtman, Jun-Yan Zhu

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

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

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

AI & Machine Learning
Document Intelligence
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

AI & Machine Learning
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

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

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