Artificial Intelligence

Authors and titles for recent submissions, skipping first 215

• Tue, 7 May 2024
• Mon, 6 May 2024
• Fri, 3 May 2024
• Thu, 2 May 2024
• Wed, 1 May 2024

Mon, 6 May 2024 (continued, showing 25 of 99 entries)

[216]  arXiv:2405.01847 (cross-list from cs.IR) [pdf, other]

Title: A Model-based Multi-Agent Personalized Short-Video Recommender System

Authors: Peilun Zhou, Xiaoxiao Xu, Lantao Hu, Han Li, Peng Jiang

Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)

[217]  arXiv:2405.01843 (cross-list from cs.LG) [pdf, ps, other]

Title: Closing the Gap: Achieving Global Convergence (Last Iterate) of Actor-Critic under Markovian Sampling with Neural Network Parametrization

Authors: Mudit Gaur, Amrit Singh Bedi, Di Wang, Vaneet Aggarwal

Comments: Accepted at ICML 2024. This is a revised version of arXiv:2306.10486, where we have gone from finite action space to continuous action space, from average iterate convergence to last iterate convergence and from $\epsilon^{-4}$ to $\epsilon^{-3}$ sample complexity

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)

[218]  arXiv:2405.01824 (cross-list from cs.RO) [pdf, other]

Title: Creation of Novel Soft Robot Designs using Generative AI

Authors: Wee Kiat Chan, PengWei Wang, Raye Chen-Hua Yeow

Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)

[219]  arXiv:2405.01820 (cross-list from cs.CY) [pdf, ps, other]

Title: Real Risks of Fake Data: Synthetic Data, Diversity-Washing and Consent Circumvention

Authors: Cedric Deslandes Whitney, Justin Norman

Journal-ref: FAccT '24, June 03--06, 2024, Rio de Janeiro, Brazil

Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[220]  arXiv:2405.01815 (cross-list from cs.SD) [pdf, other]

Title: Toward end-to-end interpretable convolutional neural networks for waveform signals

Authors: Linh Vu, Thu Tran, Wern-Han Lim, Raphael Phan

Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)

[221]  arXiv:2405.01807 (cross-list from cs.GT) [pdf, other]

Title: Algorithmic Decision-Making under Agents with Persistent Improvement

Authors: Tian Xie, Xuwei Tan, Xueru Zhang

Subjects: Computer Science and Game Theory (cs.GT); Artificial Intelligence (cs.AI)

[222]  arXiv:2405.01799 (cross-list from cs.CL) [pdf, other]

Title: Exploiting ChatGPT for Diagnosing Autism-Associated Language Disorders and Identifying Distinct Features

Authors: Chuanbo Hu, Wenqi Li, Mindi Ruan, Xiangxu Yu, Lynn K. Paul, Shuo Wang, Xin Li

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[223]  arXiv:2405.01790 (cross-list from cs.CL) [pdf, other]

Title: Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization

Authors: Olubusayo Olabisi, Ameeta Agrawal

Comments: Accepted at VarDial 2024

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[224]  arXiv:2405.01787 (cross-list from cs.PL) [pdf, other]

Title: Towards Neural Synthesis for SMT-Assisted Proof-Oriented Programming

Authors: Saikat Chakraborty, Gabriel Ebner, Siddharth Bhat, Sarah Fakhoury, Sakina Fatima, Shuvendu Lahiri, Nikhil Swamy

Subjects: Programming Languages (cs.PL); Artificial Intelligence (cs.AI); Software Engineering (cs.SE)

[225]  arXiv:2405.01776 (cross-list from cs.RO) [pdf, other]

Title: An Approach to Systematic Data Acquisition and Data-Driven Simulation for the Safety Testing of Automated Driving Functions

Authors: Leon Eisemann, Mirjam Fehling-Kaschek, Henrik Gommel, David Hermann, Marvin Klemp, Martin Lauer, Benjamin Lickert, Florian Luettner, Robin Moss, Nicole Neis, Maria Pohle, Simon Romanski, Daniel Stadler, Alexander Stolz, Jens Ziehn, Jingxing Zhou

Comments: 8 pages, 5 figures

Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)

[226]  arXiv:2405.01768 (cross-list from cs.CL) [pdf, other]

Title: CoS: Enhancing Personalization and Mitigating Bias with Context Steering

Authors: Jerry Zhi-Yang He, Sashrika Pandey, Mariah L. Schrum, Anca Dragan

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[227]  arXiv:2405.01760 (cross-list from cs.LG) [pdf, other]

Title: Reinforcement Learning-Guided Semi-Supervised Learning

Authors: Marzi Heidari, Hanping Zhang, Yuhong Guo

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)

[228]  arXiv:2405.01756 (cross-list from physics.med-ph) [pdf, other]

Title: Segmentation-Free Outcome Prediction in Head and Neck Cancer: Deep Learning-based Feature Extraction from Multi-Angle Maximum Intensity Projections (MA-MIPs) of PET Images

Authors: Amirhosein Toosi, Isaac Shiri, Habib Zaidi, Arman Rahmim

Comments: 15 pages, 4 tables, 4 figures. Submitted for European Journal of Nuclear Medicine and Medical Imaging

Subjects: Medical Physics (physics.med-ph); Artificial Intelligence (cs.AI)

[229]  arXiv:2405.01744 (cross-list from cs.LG) [pdf, other]

Title: ALCM: Autonomous LLM-Augmented Causal Discovery Framework

Authors: Elahe Khatibi, Mahyar Abbasian, Zhongqi Yang, Iman Azimi, Amir M. Rahmani

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Methodology (stat.ME)

[230]  arXiv:2405.01741 (cross-list from cs.CR) [pdf, other]

Title: PVF (Parameter Vulnerability Factor): A Quantitative Metric Measuring AI Vulnerability and Resilience Against Parameter Corruptions

Authors: Xun Jiao, Fred Lin, Harish D. Dixit, Joel Coburn, Abhinav Pandey, Han Wang, Jianyu Huang, Venkat Ramesh, Wang Xu, Daniel Moore, Sriram Sankar

Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Hardware Architecture (cs.AR); Machine Learning (cs.LG)

[231]  arXiv:2405.01734 (cross-list from cs.CV) [pdf, other]

Title: Diabetic Retinopathy Detection Using Quantum Transfer Learning

Authors: Ankush Jain, Rinav Gupta, Jai Singhal

Comments: 14 pages, 12 figures and 5 tables

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[232]  arXiv:2405.01724 (cross-list from cs.CL) [pdf, other]

Title: Large Language Models are Inconsistent and Biased Evaluators

Authors: Rickard Stureborg, Dimitris Alikaniotis, Yoshi Suhara

Comments: 9 pages, 7 figures

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[233]  arXiv:2405.01723 (cross-list from cs.CV) [pdf, other]

Title: Zero-Shot Monocular Motion Segmentation in the Wild by Combining Deep Learning with Geometric Motion Model Fusion

Authors: Yuxiang Huang, Yuhao Chen, John Zelek

Comments: Accepted by the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[234]  arXiv:2405.01714 (cross-list from cs.LG) [pdf, other]

Title: Interpretable Vital Sign Forecasting with Model Agnostic Attention Maps

Authors: Yuwei Liu, Chen Dan, Anubhav Bhatti, Bingjie Shen, Divij Gupta, Suraj Parmar, San Lee

Comments: 8 pages, 4 figures

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)

[235]  arXiv:2405.01711 (cross-list from cs.LG) [pdf, ps, other]

Title: Individual Fairness Through Reweighting and Tuning

Authors: Abdoul Jalil Djiberou Mahamadou, Lea Goetz, Russ Altman

Comments: 14 pages, 1 figure, and 2 tables

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)

[236]  arXiv:2405.01705 (cross-list from cs.CV) [pdf, other]

Title: Long Tail Image Generation Through Feature Space Augmentation and Iterated Learning

Authors: Rafael Elberg, Denis Parra, Mircea Petrache

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[237]  arXiv:2405.01699 (cross-list from cs.CV) [pdf, other]

Title: SOAR: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients

Authors: Tushar Verma, Jyotsna Singh, Yash Bhartari, Rishi Jarwal, Suraj Singh, Shubhkarman Singh

Comments: 7 pages, 5 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[238]  arXiv:2405.01686 (cross-list from cs.CL) [pdf, other]

Title: Automatically Extracting Numerical Results from Randomized Controlled Trials with Large Language Models

Authors: Hye Sun Yun, David Pogrebitskiy, Iain J. Marshall, Byron C. Wallace

Comments: 24 pages, 7 figures, 6 tables

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[239]  arXiv:2405.01684 (cross-list from cs.LG) [pdf, other]

Title: Intelligent Switching for Reset-Free RL

Authors: Darshan Patil, Janarthanan Rajendran, Glen Berseth, Sarath Chandar

Comments: Published at ICLR 2024

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)

[240]  arXiv:2405.01682 (cross-list from cs.CL) [pdf, other]

Title: Leveraging Prompt-Learning for Structured Information Extraction from Crohn's Disease Radiology Reports in a Low-Resource Language

Authors: Liam Hazan, Gili Focht, Naama Gavrielov, Roi Reichart, Talar Hagopian, Mary-Louise C. Greer, Ruth Cytter Kuint, Dan Turner, Moti Freiman

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

• Tue, 7 May 2024
• Mon, 6 May 2024
• Fri, 3 May 2024
• Thu, 2 May 2024
• Wed, 1 May 2024