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Publication date: March 4, 2025

Domain-specific Question Answering with Hybrid Search

AAAI 2025 Workshop on Document Understanding and Intelligence

Dewang Sultania, Zhaoyu Lu, Twisha Naik, Franck Dernoncourt, David Seunghyun Yoon, Sanat Sharma, Trung Bui, Ashok Gupta, Tushar Vatsa, Suhas Suresha, Ishita Verma, Vibha Belavadi, Cheng Chen, Michael Friedrich

AI & Machine Learning
Document Intelligence
Intelligent Agents & Assistants
Natural Language Processing

Publication date: March 1, 2025

Design-o-meter: Towards Evaluating and Refining Graphic Designs

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025

Sahil Goyal, Abhinav Mahajan, Swasti Shreya Mishra, Prateksha Udhayanan, Tripti Shukla, Joseph K J, Balaji Vasan Srinivasan

Graphics (2D & 3D)

Publication date: February 28, 2025

AlignIT: Enhancing Prompt Alignment in Customization of Text-to-Image Models

Winter Conference on Applications of Computer Vision (WACV)

Aishwarya Agarwal, Srikrishna Karanam, Balaji Vasan Srinivasan

Computer Vision, Imaging & Video

Publication date: February 28, 2025

An Image is Worth Multiple Words: Multi-attribute Inversion for Constrained Text-to-Image Synthesis

Winter Conference on Applications of Computer Vision (WACV)

Aishwarya Agarwal, Srikrishna Karanam, Tripti Shukla, Balaji Vasan Srinivasan

Computer Vision, Imaging & Video

Publication date: December 11, 2024

Thinking Forward: Memory-Efficient Federated Finetuning of Language Models

The 38th Annual Conference on Neural Information Processing Systems (NeurIPS)

Kunjal Panchal, Nisarg Parikh, Sunav Choudhary, Lijun Zhang, Yuriy Brun, Hui Guan

AI & Machine Learning
Systems & Languages

Publication date: December 10, 2024

ActAnywhere: Subject-Aware Video Background Generation

Neural Information Processing Systems (NeurIPS)

Boxiao Pan, Zhan Xu, Chun-Hao Paul Huang, Krishna Kumar Singh, Yang Zhou, Leonidas J. Guibas, Jimei Yang

Computer Vision, Imaging & Video
Content Intelligence

Publication date: December 9, 2024

Improved Distribution Matching Distillation for Fast Image Synthesis

NeurIPS 2024

Tianwei Yin, Michaël Gharbi, Taesung Park, Richard Zhang, Eli Shechtman, Frédo Durand, William T. Freeman

Oral

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 3, 2024

Compositional Neural Textures

SIGGRAPH Asia 2024

Peihan Tu, Li-Yi Wei, Matthias Zwicker

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

Publication date: December 2, 2024

Direct Manipulation of Analytic Implicit Surfaces

SIGGRAPH Asia 2024

Marzia Riso, Élie Michel, Axel Paris, Valentin Deschaintre, Mathieu Gaillard, Fabio Pellacini

Graphics (2D & 3D)

Publication date: December 2, 2024

Procedural Material Generation with Reinforcement Learning

SIGGRAPH Asia 2024

Beichen Li, Yiwei Hu, Paul Guerrero, Milos Hasan, Liang Shi, Valentin Deschaintre, Wojciech Matusik

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

Publication date: November 19, 2024

Unsteady Streamline Synthesis

SIGGRAPH Asia 2024 Technical Communications

Chen-Yuan Hsu, Li-Yi Wei

Graphics (2D & 3D)

Publication date: November 16, 2024

An Analysis of Multilingual FActScore

EMNLP 2024

Vu Trong Kim, Michael Krumdick, Varshini Reddy, Franck Dernoncourt, Viet Dac Lai

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: November 16, 2024

Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs

EMNLP 2024

Mihir Parmar, Hanieh Deilamsalehy, Franck Dernoncourt, David Seunghyun Yoon, Ryan A. Rossi, Trung Bui

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: November 16, 2024

DocEditAgent: Document Structure Editing Via Multimodal LLM Grounding

EMNLP 2024

Manan Suri, Puneet Mathur, Franck Dernoncourt, Rajiv Jain, Vlad Morariu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: November 16, 2024

FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document

EMNLP 2024

Joonho Yang, David Seunghyun Yoon, ByeongJeong Kim, Hwanhee Lee

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: November 16, 2024

PDFTriage: Question Answering over Long, Structured Documents

EMNLP 2024 Industry Track

Jon Saad-Falcon, Joe Barrow, Alexa Siu, Ani Nenkova, David Seunghyun Yoon, Ryan A. Rossi, Franck Dernoncourt

AI & Machine Learning
Document Intelligence
Intelligent Agents & Assistants
Natural Language Processing

Publication date: November 16, 2024

ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning

EMNLP 2024 Demo Track

Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Intelligent Agents & Assistants
Natural Language Processing

Publication date: November 12, 2024

Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP) 2024

Himanshu Maheshwari, Sambaran Bandyopadhyay, Aparna Garimella, Anandhavelu Natarajan

AI & Machine Learning
Content Intelligence
Document Intelligence
Natural Language Processing

Publication date: November 11, 2024

Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition

2024 Conference on Empirical Methods in Natural Language Processing

Pritika Ramu, Koustava Goswami, Apoorv Saxena, Balaji Vasan Srinivasan

Natural Language Processing

Publication date: October 27, 2024

SegGuard: Defending Scene Segmentation against Adversarial Patch Attack

International Conference on Image Processing (ICIP)

Tommy Gittings, Steve Schneider, John Collomosse

Content Intelligence

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