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Publication date: December 1, 2024

Generative Portrait Shadow Removal

ACM Transactions on Graphics, Vol.43(6) (TOG), SIGGRAPH Asia 2024

Jae Shin Yoon, Zhixin Shu, Mengwei Ren, Xuaner Zhang, Yannick Hold-Geoffroy, Krishna Kumar Singh, He Zhang

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

Publication date: December 1, 2024

3D Reconstruction of Interacting Multi-Person in Clothing from a Single Image

IEEE Winter Conference on Applications of Computer Vision (WACV) 2024

Junuk Cha, Hansol Lee, Jaewon Kim, Bao Truong, Seungryul Baek, Jae Shin Yoon

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

Publication date: December 1, 2024

Structure-Guided Image Completion With Image-Level and Object-Level Semantic Discriminators

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2024)

Haitian Zheng, Zhe Lin, Jingwan (Cynthia) Lu, Scott Cohen, Eli Shechtman, Connelly Barnes, Jianming Zhang, Qing Liu, Sohrab Amirghodsi, Yuqian Zhou, Jiebo Luo

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

HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World Claims

EMNLP 2024 Workshop on Fact Extraction and VERification (FEVER)

Yejun Yoon, Jaeyoon Jung, David Seunghyun Yoon, Kunwoo Park

Won 2nd place at the main challenge

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: November 16, 2024

GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities

Empirical Methods in Natural Language Processing Conference (ENMLP)

Sreyan Ghosh, Sonal Kumar, Ashish Seth, Chandra Kiran Reddy Evuru, Utkarsh Tyagi, S Sakshi, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha

Oral Paper (Top 5%)

AI & Machine Learning
Audio
Natural Language Processing

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 12, 2024

Advancing Vision-Language Models with Adapter Ensemble Strategies

EMNLP

Yue Bai, Handong Zhao, Zhe Lin, Ajinkya Kale, Jiuxiang Gu, Tong Yu, Sungchul Kim, Yun Fu

AI & Machine Learning
Computer Vision, Imaging & Video
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: November 10, 2024

Augment, Drop & Swap: Improving Diversity in LLM Captions for Efficient Music-Text Representation Learning

International Society for Music Information Retrieval Conference (ISMIR)

Ilaria Manco, Justin Salamon, Oriol Nieto

AI & Machine Learning
Audio
Natural Language Processing

Publication date: November 10, 2024

DITTO-2: Distilled Diffusion Inference Time T-Optimization for Music Generation

International Society of Music Information Retrieval (ISMIR)

Zachary Novack, Julian McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan

AI & Machine Learning
Audio

Publication date: November 7, 2024

CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement

Arxiv

Leitian Tao, Xiang Chen, Tong Yu, Tung Mai, Ryan A. Rossi, Yixuan Li, Saayan Mitra

Intelligent Agents & Assistants
Natural Language Processing

Publication date: November 1, 2024

Matsa: Multi-agent table structure attribution

EMNLP 2024

Puneet Mathur, Alexa Siu, Nedim Lipka, Tong Sun

Document Intelligence
Intelligent Agents & Assistants

Publication date: October 30, 2024

On LLM Augmented AB Experimentation

Causality and Large Models, NeurIPS Workshop

Shiva Shankar, Ritwik Sinha, Madalina Fiterau

AI & Machine Learning
Content Intelligence
Natural Language Processing

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