Publications

Publication date: June 21, 2024

Scaling Up Video Summarization Pretraining with Large Language Models

CVPR 2024

Dawit Mureja Argaw, David Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, Zhaowen Wang, Franck Dernoncourt, Joon Son Chung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: June 9, 2024

R2D2: Reducing Redundancy and Duplication in Data Lakes

International Conference on Management of Data (SIGMOD)

Koyel Mukherjee, Raunak shah, Atharv Tyagi, Sai Keerthana Karnam, Dhruv Joshi, Shivam Bhosale, Subrata Mitra
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Systems & Languages

Publication date: May 25, 2024

OATS: A Challenge Dataset for Opinion Aspect Target Sentiment Joint Detection for Aspect-Based Sentiment Analysis

LREC-COLING 2024

Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 25, 2024

DocScript: New Task, Dataset, and Models for Document-level Script Event Prediction

LREC-COLING 2024

Puneet Mathur, Vlad Morariu, Aparna Garimella, Franck Dernoncourt, Jiuxiang Gu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha, Rajiv Jain
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 25, 2024

Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports

LREC-COLING 2024

Hieu Man, Chien Nguyen, Nghia Ngo, Linh Ngo, Franck Dernoncourt, Thien Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 25, 2024

CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages

LREC-COLING 2024

Thuat Nguyen, Chien Nguyen, Viet Lai, Hieu Man, Nghia Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 7, 2024

ScaleViz: Scaling Visualization Recommendation Models on Large Data

Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)

Ghazi Shazan Ahmad, Shubham Agarwal, Subrata Mitra, Ryan A. Rossi, Manav Doshi, Syam Manoj Kumar Paila
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: April 16, 2024

Approximate Caching for Efficiently Serving Diffusion Models

USENIX Symposium on Networked Systems Design and Implementation (NSDI)

Shubham Agarwal, Subrata Mitra, Sarthak Chakraborty, Srikrishna Karanam, Koyel Mukherjee, Shiv Saini
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Systems & Languages

Publication date: March 22, 2024

Fine-tuning CLIP Text Encoders with Two-step Paraphrasing

Findings of EACL 2024

Hyunjae Kim, David Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Hung Tran, Franck Dernoncourt, Jaewoo Kang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: March 18, 2024

BLiSS: Bootstrapped Linear Shape Space

International Conference on 3D Vision (3DV)

Sanjeev Muralikrishnan, Chun-Hao Paul Huang, Duygu Ceylan, Niloy J. Mitra
  • Adobe Research icon Graphics (2D & 3D)

Publication date: February 27, 2024

Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models

AAAI 2024

Hieu Man, Franck Dernoncourt, Thien Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: February 22, 2024

CoPL: Contextual Prompt Learning for Vision-Language Understanding

AAAI 2024

Koustava Goswami, Srikrishna Karanam, Prateksha Udhayanan, Joseph K J, Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: February 2, 2024

Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation

Multimedia Modelling 2024

Linzi Xing, Quan Hung Tran, Fabian Caba Heilbron, Franck Dernoncourt, David Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: January 4, 2024

Iterative Multi-Granular Image Editing Using Diffusion Models

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Joseph K J, Prateksha Udhayanan, Tripti Shukla, Aishwarya Agarwal, Srikrishna Karanam, Koustava Goswami, Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: January 4, 2024

Domain Adaptive 3D Shape Retrieval From Monocular Images

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Harsh Pal, Ritwik Khandelwal, Shivam Pande, Biplab Banerjee, Srikrishna Karanam
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 18, 2023

Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification

2023 IEEE International Conference on Big Data

Zhongfen Deng, David Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip Yu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: December 15, 2023

Authoring and simulating meandering rivers

ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2023)

Axel Paris, Eric Guérin, Pauline Collon, Eric Galin
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 12, 2023

RMIP: Displacement ray tracing via inversion and oblong bounding

SIGGRAPH Asia 2023

Théo Thonat, Iliyan Georgiev, François Beaune, Tamy Boubekeur
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 10, 2023

Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback

EMNLP 2023 Demonstrations

Viet Lai, Chien Nguyen, Nghia Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: December 10, 2023

ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning

Findings of EMNLP 2023

Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing
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