Artificial Intelligence

Authors and titles for recent submissions, skipping first 314

• Fri, 17 May 2024
• Thu, 16 May 2024
• Wed, 15 May 2024
• Tue, 14 May 2024
• Mon, 13 May 2024

Tue, 14 May 2024 (continued, showing 50 of 176 entries)

[315]  arXiv:2405.07233 (cross-list from cs.LG) [pdf, other]

Title: OXYGENERATOR: Reconstructing Global Ocean Deoxygenation Over a Century with Deep Learning

Authors: Bin Lu, Ze Zhao, Luyu Han, Xiaoying Gan, Yuntao Zhou, Lei Zhou, Luoyi Fu, Xinbing Wang, Chenghu Zhou, Jing Zhang

Comments: Accepted to ICML 2024

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Atmospheric and Oceanic Physics (physics.ao-ph)

[316]  arXiv:2405.07226 (cross-list from quant-ph) [pdf, other]

Title: Separable Power of Classical and Quantum Learning Protocols Through the Lens of No-Free-Lunch Theorem

Authors: Xinbiao Wang, Yuxuan Du, Kecheng Liu, Yong Luo, Bo Du, Dacheng Tao

Subjects: Quantum Physics (quant-ph); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[317]  arXiv:2405.07223 (cross-list from cs.LG) [pdf, other]

Title: Ensemble Successor Representations for Task Generalization in Offline-to-Online Reinforcement Learning

Authors: Changhong Wang, Xudong Yu, Chenjia Bai, Qiaosheng Zhang, Zhen Wang

Comments: Accepted by Science China Information Sciences

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

[318]  arXiv:2405.07220 (cross-list from cs.LG) [pdf, other]

Title: On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition

Authors: Inwoo Hwang, Yunhyeok Kwak, Yeon-Ji Song, Byoung-Tak Zhang, Sanghack Lee

Comments: Conference on Causal Learning and Reasoning (CLeaR), 2023

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

[319]  arXiv:2405.07212 (cross-list from cs.NE) [pdf, other]

Title: Enhancing Decision-Making in Optimization through LLM-Assisted Inference: A Neural Networks Perspective

Authors: Gaurav Singh, Kavitesh Kumar Bali

Comments: Accepted IJCNN

Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)

[320]  arXiv:2405.07202 (cross-list from cs.CV) [pdf, other]

Title: Unified Video-Language Pre-training with Synchronized Audio

Authors: Shentong Mo, Haofan Wang, Huaxia Li, Xu Tang

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multimedia (cs.MM); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[321]  arXiv:2405.07200 (cross-list from cs.LG) [pdf, other]

Title: Chebyshev Polynomial-Based Kolmogorov-Arnold Networks: An Efficient Architecture for Nonlinear Function Approximation

Authors: Sidharth SS, Gokul R

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

[322]  arXiv:2405.07195 (cross-list from cs.CL) [pdf, other]

Title: InsightNet: Structured Insight Mining from Customer Feedback

Authors: Sandeep Sricharan Mukku, Manan Soni, Jitenkumar Rana, Chetan Aggarwal, Promod Yenigalla, Rashmi Patange, Shyam Mohan

Comments: EMNLP 2023

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

[323]  arXiv:2405.07194 (cross-list from cs.CV) [pdf, other]

Title: Differentiable Model Scaling using Differentiable Topk

Authors: Kai Liu, Ruohui Wang, Jianfei Gao, Kai Chen

Comments: Accepted by ICML 2024

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

[324]  arXiv:2405.07163 (cross-list from physics.ed-ph) [pdf, other]

Title: Realizing Visual Question Answering for Education: GPT-4V as a Multimodal AI

Authors: Gyeong-Geon Lee, Xiaoming Zhai

Subjects: Physics Education (physics.ed-ph); Artificial Intelligence (cs.AI)

[325]  arXiv:2405.07162 (cross-list from cs.RO) [pdf, other]

Title: Learning Reward for Robot Skills Using Large Language Models via Self-Alignment

Authors: Yuwei Zeng, Yao Mu, Lin Shao

Comments: ICML 2024

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

[326]  arXiv:2405.07157 (cross-list from cs.CV) [pdf, other]

Title: Semi-Self-Supervised Domain Adaptation: Developing Deep Learning Models with Limited Annotated Data for Wheat Head Segmentation

Authors: Alireza Ghanbari, Gholamhassan Shirdel, Farhad Maleki

Comments: 12

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

[327]  arXiv:2405.07142 (cross-list from cs.LG) [pdf, other]

Title: Cross-Domain Continual Learning via CLAMP

Authors: Weiwei Weng, Mahardhika Pratama, Jie Zhang, Chen Chen, Edward Yapp Kien Yee, Ramasamy Savitha

Comments: Under Review in Elsevier Journal

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

[328]  arXiv:2405.07140 (cross-list from cs.LG) [pdf, other]

Title: Edge Intelligence Optimization for Large Language Model Inference with Batching and Quantization

Authors: Xinyuan Zhang, Jiang Liu, Zehui Xiong, Yudong Huang, Gaochang Xie, Ran Zhang

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

[329]  arXiv:2405.07135 (cross-list from cs.LG) [pdf, other]

Title: Combining multiple post-training techniques to achieve most efficient quantized LLMs

Authors: Sayeh Sharify, Zifei Xu, Wanzin Yazar, Xin Wang

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

[330]  arXiv:2405.07117 (cross-list from cs.LG) [pdf, other]

Title: Context Neural Networks: A Scalable Multivariate Model for Time Series Forecasting

Authors: Abishek Sriramulu, Christoph Bergmeir, Slawek Smyl

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

[331]  arXiv:2405.07105 (cross-list from cond-mat.mtrl-sci) [pdf, other]

Title: Overcoming systematic softening in universal machine learning interatomic potentials by fine-tuning

Authors: Bowen Deng, Yunyeong Choi, Peichen Zhong, Janosh Riebesell, Shashwat Anand, Zhuohan Li, KyuJung Jun, Kristin A. Persson, Gerbrand Ceder

Subjects: Materials Science (cond-mat.mtrl-sci); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[332]  arXiv:2405.07101 (cross-list from cs.CL) [pdf, ps, other]

Title: Advanced Natural-based interaction for the ITAlian language: LLaMAntino-3-ANITA

Authors: Marco Polignano, Pierpaolo Basile, Giovanni Semeraro

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

[333]  arXiv:2405.07098 (cross-list from cs.LG) [pdf, other]

Title: Interpretable global minima of deep ReLU neural networks on sequentially separable data

Authors: Thomas Chen, Patricia Muñoz Ewald

Comments: AMS Latex, 22 pages, 3 figures

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Mathematical Physics (math-ph); Optimization and Control (math.OC); Machine Learning (stat.ML)

[334]  arXiv:2405.07097 (cross-list from cs.LG) [pdf, other]

Title: Diffusion models as probabilistic neural operators for recovering unobserved states of dynamical systems

Authors: Katsiaryna Haitsiukevich, Onur Poyraz, Pekka Marttinen, Alexander Ilin

Comments: Preprint submitted to IEEE MLSP 2024

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

[335]  arXiv:2405.07076 (cross-list from cs.CL) [pdf, other]

Title: Integrating Emotional and Linguistic Models for Ethical Compliance in Large Language Models

Authors: Edward Y. Chang

Comments: 29 pages, 10 tables, 6 figures

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

[336]  arXiv:2405.07027 (cross-list from cs.CV) [pdf, other]

Title: TD-NeRF: Novel Truncated Depth Prior for Joint Camera Pose and Neural Radiance Field Optimization

Authors: Zhen Tan, Zongtan Zhou, Yangbing Ge, Zi Wang, Xieyuanli Chen, Dewen Hu

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

[337]  arXiv:2405.07001 (cross-list from cs.CL) [pdf, other]

Title: Evaluating Task-based Effectiveness of MLLMs on Charts

Authors: Yifan Wu, Lutao Yan, Yuyu Luo, Yunhai Wang, Nan Tang

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

[338]  arXiv:2405.06981 (cross-list from cs.CL) [pdf, other]

Title: AraSpell: A Deep Learning Approach for Arabic Spelling Correction

Authors: Mahmoud Salhab, Faisal Abu-Khzam

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

[339]  arXiv:2405.06972 (cross-list from cs.PL) [pdf, other]

Title: A Machine Learning-based Approach for Solving Recurrence Relations and its use in Cost Analysis of Logic Programs

Authors: Louis Rustenholz, Maximiliano Klemen, Miguel Ángel Carreira-Perpiñán, Pedro López-García

Comments: arXiv admin note: text overlap with arXiv:2309.07259

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

[340]  arXiv:2405.06964 (cross-list from cs.RO) [pdf, other]

Title: ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots

Authors: Zhixuan Xu, Chongkai Gao, Zixuan Liu, Gang Yang, Chenrui Tie, Haozhuo Zheng, Haoyu Zhou, Weikun Peng, Debang Wang, Tianyi Chen, Zhouliang Yu, Lin Shao

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

[341]  arXiv:2405.06932 (cross-list from cs.CL) [pdf, ps, other]

Title: Piccolo2: General Text Embedding with Multi-task Hybrid Loss Training

Authors: Junqin Huang, Zhongjie Hu, Zihao Jing, Mengya Gao, Yichao Wu

Comments: tech report

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

[342]  arXiv:2405.06925 (cross-list from cs.LG) [pdf, other]

Title: Semi-supervised Anomaly Detection via Adaptive Reinforcement Learning-Enabled Method with Causal Inference for Sensor Signals

Authors: Xiangwei Chen, Ruliang Xiaoa, Zhixia Zeng, Zhipeng Qiu, Shi Zhang, Xin Du

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

[343]  arXiv:2405.06909 (cross-list from cs.LG) [pdf, ps, other]

Title: Fairness in Reinforcement Learning: A Survey

Authors: Anka Reuel, Devin Ma

Comments: 10 pages

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)

[344]  arXiv:2405.06907 (cross-list from cs.CL) [pdf, other]

Title: CoRE: LLM as Interpreter for Natural Language Programming, Pseudo-Code Programming, and Flow Programming of AI Agents

Authors: Shuyuan Xu, Zelong Li, Kai Mei, Yongfeng Zhang

Comments: 12 pages, 6 figures, comments and suggestions are welcome

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Programming Languages (cs.PL)

[345]  arXiv:2405.06890 (cross-list from cs.CL) [pdf, other]

Title: TacoERE: Cluster-aware Compression for Event Relation Extraction

Authors: Yong Guan, Xiaozhi Wang, Lei Hou, Juanzi Li, Jeff Pan, Jiaoyan Chen, Freddy Lecue

Comments: Accepted to LREC-COLING 2024

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

[346]  arXiv:2405.06886 (cross-list from cs.IR) [pdf, other]

Title: Event GDR: Event-Centric Generative Document Retrieval

Authors: Yong Guan, Dingxiao Liu, Jinchen Ma, Hao Peng, Xiaozhi Wang, Lei Hou, Ru Li

Comments: Accepted to WWW 2024

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

[347]  arXiv:2405.06859 (cross-list from cs.LG) [pdf, other]

Title: Reimplementation of Learning to Reweight Examples for Robust Deep Learning

Authors: Parth Patil, Ben Boardley, Jack Gardner, Emily Loiselle, Deerajkumar Parthipan

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

[348]  arXiv:2405.06849 (cross-list from cs.CV) [pdf, other]

Title: GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs

Authors: Mustafa Munir, William Avery, Md Mostafijur Rahman, Radu Marculescu

Comments: Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

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

[349]  arXiv:2405.06848 (cross-list from cs.LG) [pdf, other]

Title: ISR: Invertible Symbolic Regression

Authors: Tony Tohme, Mohammad Javad Khojasteh, Mohsen Sadr, Florian Meyer, Kamal Youcef-Toumi

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

[350]  arXiv:2405.06835 (cross-list from cs.LG) [pdf, other]

Title: Automating Code Adaptation for MLOps -- A Benchmarking Study on LLMs

Authors: Harsh Patel, Buvaneswari A. Ramanan, Manzoor A. Khan, Thomas Williams, Brian Friedman, Lawrence Drabeck

Comments: The work was completed during 2Q, 3Q of Year 2023, when WizardCoder was the top performing Open source LLM for coding. Newer and better models have emerged since then. The processes and methodologies utilized for this benchmarking can still be utilized for evaluating the current SoTA models

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

[351]  arXiv:2405.06823 (cross-list from cs.CR) [pdf, other]

Title: PLeak: Prompt Leaking Attacks against Large Language Model Applications

Authors: Bo Hui, Haolin Yuan, Neil Gong, Philippe Burlina, Yinzhi Cao

Comments: To appear in the Proceedings of The ACM Conference on Computer and Communications Security (CCS), 2024

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

[352]  arXiv:2405.06822 (cross-list from cs.LG) [pdf, other]

Title: MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis

Authors: Luyuan Xie, Manqing Lin, Tianyu Luan, Cong Li, Yuejian Fang, Qingni Shen, Zhonghai Wu

Comments: This paper is accepted by ICML 2024

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

[353]  arXiv:2405.06808 (cross-list from q-fin.RM) [pdf, other]

Title: Large Language Model in Financial Regulatory Interpretation

Authors: Zhiyu Cao, Zachary Feinstein

Subjects: Risk Management (q-fin.RM); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

[354]  arXiv:2405.06802 (cross-list from cs.CL) [pdf, ps, other]

Title: Summarizing Radiology Reports Findings into Impressions

Authors: Raul Salles de Padua, Imran Qureshi

Comments: 10 pages, 6 figures

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

[355]  arXiv:2405.06783 (cross-list from cs.HC) [pdf, other]

Title: BLIP: Facilitating the Exploration of Undesirable Consequences of Digital Technologies

Authors: Rock Yuren Pang, Sebastin Santy, René Just, Katharina Reinecke

Comments: To appear in the Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24), May 11--16, 2024, Honolulu, HI, USA

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

[356]  arXiv:2405.06780 (cross-list from cs.LG) [pdf, other]

Title: Deep MMD Gradient Flow without adversarial training

Authors: Alexandre Galashov, Valentin de Bortoli, Arthur Gretton

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

[357]  arXiv:2405.06772 (cross-list from cs.CR) [pdf, other]

Title: CANAL -- Cyber Activity News Alerting Language Model: Empirical Approach vs. Expensive LLM

Authors: Urjitkumar Patel, Fang-Chun Yeh, Chinmay Gondhalekar

Comments: Published in 2024 IEEE 3rd International Conference on AI in Cybersecurity (ICAIC), Conference Date: 07-09 February 2024

Journal-ref: 2024 IEEE 3rd International Conference on AI in Cybersecurity (ICAIC), Houston, TX, USA, 2024, pp. 1-12

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

[358]  arXiv:2405.06760 (cross-list from cs.CL) [pdf, ps, other]

Title: Opportunities for Persian Digital Humanities Research with Artificial Intelligence Language Models; Case Study: Forough Farrokhzad

Authors: Arash Rasti Meymandi, Zahra Hosseini, Sina Davari, Abolfazl Moshiri, Shabnam Rahimi-Golkhandan, Khashayar Namdar, Nikta Feizi, Mohamad Tavakoli-Targhi, Farzad Khalvati

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

[359]  arXiv:2405.06725 (cross-list from q-bio.NC) [pdf, other]

Title: On the Shape of Brainscores for Large Language Models (LLMs)

Authors: Jingkai Li

Comments: Published as a workshop paper at ICLR AGI Workshop 2024

Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)

[360]  arXiv:2405.06724 (cross-list from q-bio.MN) [pdf, other]

Title: Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network models

Authors: Lun Ai, Stephen H. Muggleton, Shi-Shun Liang, Geoff S. Baldwin

Subjects: Molecular Networks (q-bio.MN); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[361]  arXiv:2405.06721 (cross-list from cs.LG) [pdf, other]

Title: Kolmogorov-Arnold Networks are Radial Basis Function Networks

Authors: Ziyao Li

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

[362]  arXiv:2405.06719 (cross-list from cs.CL) [pdf, ps, other]

Title: Enhancing Traffic Prediction with Textual Data Using Large Language Models

Authors: Xiannan Huang

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

[363]  arXiv:2405.06715 (cross-list from cs.CL) [pdf, other]

Title: Enhancing Creativity in Large Language Models through Associative Thinking Strategies

Authors: Pronita Mehrotra, Aishni Parab, Sumit Gulwani

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

[364]  arXiv:2405.06714 (cross-list from cs.CL) [pdf, other]

Title: Towards a Path Dependent Account of Category Fluency

Authors: David Heineman, Reba Koenen, Sashank Varma

Comments: To appear at CogSci 2024

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

• Fri, 17 May 2024
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• Wed, 15 May 2024
• Tue, 14 May 2024
• Mon, 13 May 2024