Artificial Intelligence

Authors and titles for recent submissions

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Mon, 18 Nov 2024 (continued, showing last 47 of 100 entries )

[501] arXiv:2411.10091 (cross-list from cs.HC) [pdf, other]

Title: AI and the Future of Work in Africa White Paper

Jacki O'Neill, Vukosi Marivate, Barbara Glover, Winnie Karanu, Girmaw Abebe Tadesse, Akua Gyekye, Anne Makena, Wesley Rosslyn-Smith, Matthew Grollnek, Charity Wayua, Rehema Baguma, Angel Maduke, Sarah Spencer, Daniel Kandie, Dennis Ndege Maari, Natasha Mutangana, Maxamed Axmed, Nyambura Kamau, Muhammad Adamu, Frank Swaniker, Brian Gatuguti, Jonathan Donner, Mark Graham, Janet Mumo, Caroline Mbindyo, Charlette N'Guessan, Irene Githinji, Lesego Makhafola, Sean Kruger, Olivia Etyang, Mulang Onando, Joe Sevilla, Nanjira Sambuli, Martin Mbaya, Paul Breloff, Gideon M. Anapey, Tebogo L. Mogaleemang, Tiyani Nghonyama, Muthoni Wanyoike, Bhekani Mbuli, Lawrence Nderu, Wambui Nyabero, Uzma Alam, Kayode Olaleye, Caroline Njenga, Abigail Sellen, David Kairo, Rutendo Chabikwa, Najeeb G. Abdulhamid, Ketry Kubasu, Chinasa T. Okolo, Eugenia Akpo, Joel Budu, Issa Karambal, Joseph Berkoh, William Wasswa, Muchai Njagwi, Rob Burnet, Loise Ochanda, Hanlie de Bod, Elizabeth Ankrah, Selemani Kinyunyu, Mutembei Kariuki, Angel Maduke, Kizito Kiyimba, Farida Eleshin, Lillian Secelela Madeje, Catherine Muraga, Ida Nganga, Judy Gichoya, Tabbz Maina, Samuel Maina, Muchai Mercy, Millicent Ochieng, Stephanie Nyairo

Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)

[502] arXiv:2411.10087 (cross-list from cs.LG) [pdf, html, other]

Title: PFML: Self-Supervised Learning of Time-Series Data Without Representation Collapse

Einari Vaaras, Manu Airaksinen, Okko Räsänen

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

[503] arXiv:2411.10072 (cross-list from cs.CV) [pdf, html, other]

Title: Real-Time AI-Driven People Tracking and Counting Using Overhead Cameras

Ishrath Ahamed, Chamith Dilshan Ranathunga, Dinuka Sandun Udayantha, Benny Kai Kiat Ng, Chau Yuen

Comments: This paper is accepted to IEEE Region 10 conference (TENCON) 2024

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

[504] arXiv:2411.10071 (cross-list from cs.CV) [pdf, html, other]

Title: Evidential Federated Learning for Skin Lesion Image Classification

Rutger Hendrix, Federica Proietto Salanitri, Concetto Spampinato, Simone Palazzo, Ulas Bagci

Comments: Published as a conference paper at ICPR 2024

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

[505] arXiv:2411.10057 (cross-list from cs.IR) [pdf, html, other]

Title: KuaiFormer: Transformer-Based Retrieval at Kuaishou

Chi Liu, Jiangxia Cao, Rui Huang, Kai Zheng, Qiang Luo, Kun Gai, Guorui Zhou

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

[506] arXiv:2411.10055 (cross-list from cs.IR) [pdf, html, other]

Title: Towards unearthing neglected climate innovations from scientific literature using Large Language Models

César Quilodrán-Casas, Christopher Waite, Nicole Alhadeff, Diyona Dsouza, Cathal Hughes, Larissa Kunstel-Tabet, Alyssa Gilbert

Comments: 10 pages. Accepted in the LatinX in AI workshop at NeurIPS 2024

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

[507] arXiv:2411.10050 (cross-list from cs.LG) [pdf, other]

Title: Jal Anveshak: Prediction of fishing zones using fine-tuned LlaMa 2

Arnav Mejari, Maitreya Vaghulade, Paarshva Chitaliya, Arya Telang, Lynette D'mello

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

[508] arXiv:2411.10048 (cross-list from cs.LG) [pdf, html, other]

Title: Physics-informed neural networks need a physicist to be accurate: the case of mass and heat transport in Fischer-Tropsch catalyst particles

Tymofii Nikolaienko, Harshil Patel, Aniruddha Panda, Subodh Madhav Joshi, Stanislav Jaso, Kaushic Kalyanaraman

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Chemical Physics (physics.chem-ph); Computational Physics (physics.comp-ph)

[509] arXiv:2411.10036 (cross-list from cs.CV) [pdf, html, other]

Title: Rethinking Normalization Strategies and Convolutional Kernels for Multimodal Image Fusion

Dan He, Guofen Wang, Weisheng Li, Yucheng Shu, Wenbo Li, Lijian Yang, Yuping Huang, Feiyan Li

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

[510] arXiv:2411.10032 (cross-list from cs.CV) [pdf, html, other]

Title: VMID: A Multimodal Fusion LLM Framework for Detecting and Identifying Misinformation of Short Videos

Weihao Zhong, Yinhao Xiao, Minghui Xu, Xiuzhen Cheng

Comments: arXiv admin note: text overlap with arXiv:2211.10973 by other authors

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

[511] arXiv:2411.10028 (cross-list from cs.CV) [pdf, html, other]

Title: MOT FCG++: Enhanced Representation of Spatio-temporal Motion and Appearance Features

Yanzhao Fang

Comments: 14 pages, 7 figures

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

[512] arXiv:2411.10015 (cross-list from cs.CV) [pdf, html, other]

Title: MicroCrackAttentionNeXt: Advancing Microcrack Detection in Wave Field Analysis Using Deep Neural Networks through Feature Visualization

Fatahlla Moreh (Christian Albrechts University, Kiel, Germany), Yusuf Hasan (Aligarh Muslim University, Aligarh, India), Bilal Zahid Hussain (Texas A&M University, College Station, USA), Mohammad Ammar (Aligarh Muslim University, Aligarh, India), Sven Tomforde (Christian Albrechts University, Kiel, Germany)

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Emerging Technologies (cs.ET); Machine Learning (cs.LG)

[513] arXiv:2411.10010 (cross-list from cs.LG) [pdf, html, other]

Title: DeepMedcast: A Deep Learning Method for Generating Intermediate Weather Forecasts among Multiple NWP Models

Atsushi Kudo

Comments: 12 pages, 8 figures

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

[514] arXiv:2411.10006 (cross-list from cs.CL) [pdf, html, other]

Title: Orca: Enhancing Role-Playing Abilities of Large Language Models by Integrating Personality Traits

Yuxuan Huang

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

[515] arXiv:2411.10004 (cross-list from eess.IV) [pdf, other]

Title: EyeDiff: text-to-image diffusion model improves rare eye disease diagnosis

Ruoyu Chen, Weiyi Zhang, Bowen Liu, Xiaolan Chen, Pusheng Xu, Shunming Liu, Mingguang He, Danli Shi

Comments: 28 pages, 2 figures

Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[516] arXiv:2411.10000 (cross-list from cs.LG) [pdf, html, other]

Title: DuSEGO: Dual Second-order Equivariant Graph Ordinary Differential Equation

Yingxu Wang, Nan Yin, Mingyan Xiao, Xinhao Yi, Siwei Liu, Shangsong Liang

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

[517] arXiv:2411.09996 (cross-list from eess.SP) [pdf, html, other]

Title: Building 6G Radio Foundation Models with Transformer Architectures

Ahmed Aboulfotouh, Ashkan Eshaghbeigi, Hatem Abou-Zeid

Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Networking and Internet Architecture (cs.NI)

[518] arXiv:2411.09986 (cross-list from cs.CV) [pdf, html, other]

Title: Unlocking Transfer Learning for Open-World Few-Shot Recognition

Byeonggeun Kim, Juntae Lee, Kyuhong Shim, Simyung Chang

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

[519] arXiv:2411.09972 (cross-list from cs.CL) [pdf, html, other]

Title: Large Language Models as User-Agents for Evaluating Task-Oriented-Dialogue Systems

Taaha Kazi, Ruiliang Lyu, Sizhe Zhou, Dilek Hakkani-Tur, Gokhan Tur

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

[520] arXiv:2411.09969 (cross-list from cs.HC) [pdf, html, other]

Title: Steering AI-Driven Personalization of Scientific Text for General Audiences

Taewook Kim, Dhruv Agarwal, Jordan Ackerman, Manaswi Saha

Comments: 23 pages, 5 figures, 1 table

Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)

[521] arXiv:2411.09968 (cross-list from cs.CV) [pdf, html, other]

Title: Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs

Xiaofeng Zhang, Yihao Quan, Chaochen Gu, Chen Shen, Xiaosong Yuan, Shaotian Yan, Hao Cheng, Kaijie Wu, Jieping Ye

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

[522] arXiv:2411.09955 (cross-list from cs.CV) [pdf, html, other]

Title: Instruction-Guided Editing Controls for Images and Multimedia: A Survey in LLM era

Thanh Tam Nguyen, Zhao Ren, Trinh Pham, Thanh Trung Huynh, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen

Comments: Fixed a serious error in author information

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

[523] arXiv:2411.09952 (cross-list from cs.CV) [pdf, html, other]

Title: GGAvatar: Reconstructing Garment-Separated 3D Gaussian Splatting Avatars from Monocular Video

Jingxuan Chen

Comments: MMAsia'24 Accepted

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

[524] arXiv:2411.09945 (cross-list from cs.CR) [pdf, html, other]

Title: TEESlice: Protecting Sensitive Neural Network Models in Trusted Execution Environments When Attackers have Pre-Trained Models

Ding Li, Ziqi Zhang, Mengyu Yao, Yifeng Cai, Yao Guo, Xiangqun Chen

Comments: Accepted by TOSEM. Extended version of the S&P24 paper (arXiv:2310.07152)

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

[525] arXiv:2411.09933 (cross-list from cs.CV) [pdf, html, other]

Title: JRadiEvo: A Japanese Radiology Report Generation Model Enhanced by Evolutionary Optimization of Model Merging

Kaito Baba, Ryota Yagi, Junichiro Takahashi, Risa Kishikawa, Satoshi Kodera

Comments: Accepted by NeurIPS'24 Workshop on AIM-FM: Advancements In Medical Foundation Models: Explainability, Robustness, Security, and Beyond

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Neural and Evolutionary Computing (cs.NE)

[526] arXiv:2411.09921 (cross-list from cs.CV) [pdf, html, other]

Title: Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level

Andong Deng, Tongjia Chen, Shoubin Yu, Taojiannan Yang, Lincoln Spencer, Yapeng Tian, Ajmal Saeed Mian, Mohit Bansal, Chen Chen

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

[527] arXiv:2411.09900 (cross-list from cs.LG) [pdf, html, other]

Title: Statistical Analysis of Policy Space Compression Problem

Majid Molaei, Marcello Restelli, Alberto Maria Metelli, Matteo Papini

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

[528] arXiv:2411.09891 (cross-list from cs.LG) [pdf, other]

Title: Off-Dynamics Reinforcement Learning via Domain Adaptation and Reward Augmented Imitation

Yihong Guo, Yixuan Wang, Yuanyuan Shi, Pan Xu, Anqi Liu

Comments: Published at Neurips 2024

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

[529] arXiv:2411.09852 (cross-list from cs.IR) [pdf, html, other]

Title: InterFormer: Towards Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction

Zhichen Zeng, Xiaolong Liu, Mengyue Hang, Xiaoyi Liu, Qinghai Zhou, Chaofei Yang, Yiqun Liu, Yichen Ruan, Laming Chen, Yuxin Chen, Yujia Hao, Jiaqi Xu, Jade Nie, Xi Liu, Buyun Zhang, Wei Wen, Siyang Yuan, Kai Wang, Wen-Yen Chen, Yiping Han, Huayu Li, Chunzhi Yang, Bo Long, Philip S. Yu, Hanghang Tong, Jiyan Yang

Comments: 10 pages, 6 figures

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

[530] arXiv:2411.09850 (cross-list from cs.CV) [pdf, html, other]

Title: Enhancing Diffusion Posterior Sampling for Inverse Problems by Integrating Crafted Measurements

Shijie Zhou, Huaisheng Zhu, Rohan Sharma, Ruiyi Zhang, Kaiyi Ji, Changyou Chen

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

[531] arXiv:2411.09849 (cross-list from eess.SP) [pdf, html, other]

Title: Self-Supervised Radio Pre-training: Toward Foundational Models for Spectrogram Learning

Ahmed Aboulfotouh, Ashkan Eshaghbeigi, Dimitrios Karslidis, Hatem Abou-Zeid

Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Networking and Internet Architecture (cs.NI)

[532] arXiv:2411.09844 (cross-list from cs.LG) [pdf, html, other]

Title: Deep Autoencoders for Unsupervised Anomaly Detection in Wildfire Prediction

İrem Üstek, Miguel Arana-Catania, Alexander Farr, Ivan Petrunin

Comments: 33 pages, 18 figure, 16 tables. To appear in Earth and Space Science

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

[533] arXiv:2411.09837 (cross-list from cs.LG) [pdf, html, other]

Title: Real-time Adapting Routing (RAR): Improving Efficiency Through Continuous Learning in Software Powered by Layered Foundation Models

Kirill Vasilevski, Dayi Lin, Ahmed Hassan

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

[534] arXiv:2411.09834 (cross-list from cs.CL) [pdf, html, other]

Title: A Benchmark for Long-Form Medical Question Answering

Pedram Hosseini, Jessica M. Sin, Bing Ren, Bryceton G. Thomas, Elnaz Nouri, Ali Farahanchi, Saeed Hassanpour

Comments: AIM-FM: Advancements in Medical Foundation Models Workshop, 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

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

[535] arXiv:2411.09822 (cross-list from cs.CV) [pdf, html, other]

Title: A Self-Supervised Model for Multi-modal Stroke Risk Prediction

Camille Delgrange, Olga Demler, Samia Mora, Bjoern Menze, Ezequiel de la Rosa, Neda Davoudi

Comments: Accepted as oral paper at AIM-FM workshop, Neurips 2024

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

[536] arXiv:2411.09820 (cross-list from cs.LG) [pdf, html, other]

Title: WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking

Yunchao (Lance)Liu, Ha Dong, Xin Wang, Rocco Moretti, Yu Wang, Zhaoqian Su, Jiawei Gu, Bobby Bodenheimer, Charles David Weaver, Jens Meiler, Tyler Derr

Comments: * denotes equal contribution

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Biomolecules (q-bio.BM)

[537] arXiv:2411.09807 (cross-list from cs.LG) [pdf, html, other]

Title: Evaluating Loss Landscapes from a Topology Perspective

Tiankai Xie, Caleb Geniesse, Jiaqing Chen, Yaoqing Yang, Dmitriy Morozov, Michael W. Mahoney, Ross Maciejewski, Gunther H. Weber

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

[538] arXiv:2411.09788 (cross-list from cs.HC) [pdf, html, other]

Title: AI-Driven Human-Autonomy Teaming in Tactical Operations: Proposed Framework, Challenges, and Future Directions

Desta Haileselassie Hagos, Hassan El Alami, Danda B. Rawat

Comments: Submitted for review to the Proceedings of the IEEE

Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)

[539] arXiv:2411.09767 (cross-list from eess.IV) [pdf, other]

Title: Deep Learning for Fetal Inflammatory Response Diagnosis in the Umbilical Cord

Marina A. Ayad, Ramin Nateghi, Abhishek Sharma, Lawrence Chillrud, Tilly Seesillapachai, Lee A.D. Cooper, Jeffery A. Goldstein

Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[540] arXiv:2411.09730 (cross-list from cs.LG) [pdf, html, other]

Title: SureMap: Simultaneous Mean Estimation for Single-Task and Multi-Task Disaggregated Evaluation

Mikhail Khodak, Lester Mackey, Alexandra Chouldechova, Miroslav Dudík

Comments: NeurIPS 2024

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Applications (stat.AP); Machine Learning (stat.ML)

[541] arXiv:2411.09723 (cross-list from cs.CV) [pdf, html, other]

Title: Towards Neural Foundation Models for Vision: Aligning EEG, MEG, and fMRI Representations for Decoding, Encoding, and Modality Conversion

Matteo Ferrante, Tommaso Boccato, Grigorii Rashkov, Nicola Toschi

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

[542] arXiv:2411.09722 (cross-list from cs.LG) [pdf, html, other]

Title: Iterative Batch Reinforcement Learning via Safe Diversified Model-based Policy Search

Amna Najib, Stefan Depeweg, Phillip Swazinna

Comments: Workshop on Safe and Robust Robot Learning for Operation in the Real World (SAFE-ROL) at CoRL 2024

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

[543] arXiv:2411.09718 (cross-list from cs.SE) [pdf, html, other]

Title: NFRs in Medical Imaging

Amanda Vallentin

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

[544] arXiv:2411.09709 (cross-list from eess.SP) [pdf, html, other]

Title: Feature Selection via Dynamic Graph-based Attention Block in MI-based EEG Signals

Hyeon-Taek Han, Dae-Hyeok Lee, Heon-Gyu Kwak

Comments: 4 pages, 2 figures, 1 table, Name of Conference: International Conference on Brain-Computer Interface

Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[545] arXiv:2411.09706 (cross-list from cs.CY) [pdf, other]

Title: AI-Driven Feedback Loops in Digital Technologies: Psychological Impacts on User Behaviour and Well-Being

Anthonette Adanyin

Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)

[546] arXiv:2411.09355 (cross-list from cs.GT) [pdf, html, other]

Title: Prices, Bids, Values: Everything, Everywhere, All at Once

Ermis Soumalias, Jakob Heiss, Jakob Weissteiner, Sven Seuken

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

[547] arXiv:2204.09344 (cross-list from cs.CV) [pdf, other]

Title: Cyber-Forensic Review of Human Footprint and Gait for Personal Identification

Kapil Kumar Nagwanshi

Journal-ref: IAENG International Journal of Computer Science, vol. 46, no.4, pp645-661, 2019

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