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Publication date: March 24, 2025

MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark

International Conference on Learning Representations (ICLR)

S Sakshi, Utkarsh Tyagi, Sonal Kumar, Ashish Seth, Ramaneswaran Selvakumar, Oriol Nieto, Ramani Duraiswami, Sreyan Ghosh, Dinesh Manocha

Oral Paper (Top 5%)

AI & Machine Learning
Audio
Natural Language Processing

Publication date: March 24, 2025

Guidance Source Matters: How Guidance from AI, Expert, or a Group of Analysts Impacts Visual Data Preparation and Analysis

IUI '25: Proceedings of the 30th International Conference on Intelligent User Interfaces

Arpit Narechania, Alex Endert, Atanu R Sinha

Human Computer Interaction
Intelligent Agents & Assistants

Publication date: March 11, 2025

Evaluation-Free Time-Series Forecasting Model Selection via Meta-Learning

ACM Transactions on Knowledge Discovery from Data

mustafa abdallah, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Handong Zhao, Saurabh Bagchi

AI & Machine Learning

Publication date: March 5, 2025

Token-level adversarial prompt detection based on perplexity measures and contextual information

ICLR Workshop on Building Trust in Language Models and Applications

Zhengmian Hu, Gang Wu, Saayan Mitra, Ruiyi Zhang, Tong Sun, Heng Huang, Vishy Swaminathan

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

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: 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 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: 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 26, 2025

Exploring Rewriting Approaches for Different Conversational Tasks

Arxiv

Md Mehrab Tanjim, Ryan A. Rossi, Mike Rimer, Xiang Chen, Sungchul Kim, Vaishnavi Muppala, Tong Yu, Zhengmian Hu, Ritwik Sinha, Wei Zhang, Iftikhar Ahamath Burhanuddin, Franck Dernoncourt

Intelligent Agents & Assistants
Natural Language Processing

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: February 1, 2025

Self-Improving Diffusion Models With Synthetic Data

ICLR Workshop on Scaling Self-Improving Foundation Models (SSI-FM)

Sina Alemohammad, Ahmed Imtiaz Humayun, Shruti Agarwal, John Collomosse, Richard Baraniuk

AI & Machine Learning

Publication date: January 28, 2025

Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion

EMNLP 2025

Yujian Liu, Jiabao Ji, Tong Yu, Ryan A. Rossi, Sungchul Kim, Handong Zhao, Ritwik Sinha, Yang Zhang, Shiyu Chang

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: January 19, 2025

A Flash in the Pan: Better Prompting Strategies to Deploy Out-of-the-Box LLMs as Conversational Recommendation Systems

International Conference on Computational Linguistics (COLING)

Gustavo Adolpho Lucas de Carvalho, Simon Benigeri, Jennifer Healey, Victor S. Bursztyn, David Demeter, Lawrence Birnbaum

Natural Language Processing

Publication date: January 1, 2025

CLASS: Conditional Latent Architecture for Search and Synthesis of Design Layouts

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

Dipu Manandhar, Paul Guerrero, Zhaowen Wang, John Collomosse

AI & Machine Learning
Content Intelligence

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

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