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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

Text2Relight: Creative Portrait Relighting with Text Guidance

The Association for the Advancement of Artificial Intelligence (AAAI) 2025

Junuk Cha, Mengwei Ren, Krishna Kumar Singh, He Zhang, Yannick Hold-Geoffroy, Seunghyun Yoon, HyunJoon Jung, Seungryul Baek, Jae Shin Yoon

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

Publication date: February 26, 2025

RAMPA: Robotic Augmented Reality for Machine Programming by DemonstrAtion

IEEE Robotics and Automation Letters (RA-L), 2025

Fatih Dogangun, Serdar Bahar, Yigit Yildirim, Bora Toprak Temir, Emre Ugur, Doga Dogan

AI & Machine Learning
AR, VR & 360 Photography
Human Computer Interaction

Publication date: February 4, 2025

Temporally-Coherent Surface Reconstruction using Metrically-Consistent Atlases

Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Jan Bednarik, Noam Aigerman, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Shaifali Parashar, Mathieu Salzmann, Pascal Fua

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

Publication date: February 1, 2025

Detecting Ambiguities to Guide Query Rewrite for Robust Conversations in Enterprise AI Assistants

arXiv

Mehrab Tanjim, Xiang Chen, Victor S. Bursztyn, Uttaran Bhattacharya, Tung Mai, Vaishnavi Muppala, Akash Maharaj, Saayan Mitra, Eunyee Koh, Yunyao Li, Ken Russell

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

Publication date: January 23, 2025

GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration

arXiv

Yue Fan, Handong Zhao, Ruiyi Zhang, Yu Shen, Xin Eric Wang, Gang Wu

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

Publication date: January 19, 2025

Federated Retrieval Augmented Generation for Multi-Product Question Answering

COLING

Parshin Shojaee, Sai Sree Harsha, Dan Luo, Akash Maharaj, Tong Yu, Yunyao Li

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

Publication date: December 16, 2024

Uncertainty-aware Fine-tuning of Segmentation Foundation Models

Proceedings of the 38th International Conference on Neural Information Processing Systems (NeurIPS 2024)

Kangning Liu, Brian Price, Jason Kuen, Yifei Fan, Zijun Wei, Luis Figueroa, Krzysztof Geras, Carlos Fernandez-Granda

AI & Machine Learning
Computer Vision, Imaging & Video

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

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

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 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

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