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Publication date: December 14, 2024

Copiloting Creative 3D Scene Modeling and Visualization with Generative Agents

Neural Information Processing Systems (NeurIPS)

Stefano Petrangeli, Yu Shen, Gang Wu, Matheus Gadelha, Cuong Nguyen, Petrangeli

AI & Machine Learning
AR, VR & 360 Photography
Intelligent Agents & Assistants

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 10, 2024

Calibrating Reasoning in Language Models with Internal Consistency

NeurIPS

Zhihui Xie, Jizhou Guo, Tong Yu, Shuai Li

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

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

Best Paper Award - Honorable Mention

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: December 1, 2024

DMesh: A Differentiable Representation for General Meshes

The Thirty-Eighth Annual Conference on Neural Information Processing Systems

Sanghyun Son, Matheus Gadelha, Yang Zhou, Zexiang Xu, Ming C. Lin, Yi Zhou

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

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: 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

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

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