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Artificial Intelligence & Machine Learning — Research Papers | Faculti

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Artificial Intelligence & Machine Learning

Core AI/ML methods, models, and techniques

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530,750Articles

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artificial intelligencemachine learningdeep learningreinforcement learningdeep reinforcement learningsupervised learningunsupervised learningself-supervised learningcontrastive learningfew-shot learningtransfer learningfederated learningrepresentation learningdomain adaptationknowledge distillation

Articles published on Artificial Intelligence & Machine Learning

530,750 results

13 Feb 2026|arxiv:2602.11136

FormalJudge: A Neuro-Symbolic Paradigm for Agentic Oversight

Jiayi Zhou; Yang Sheng; Hantao Lou; Yaodong Yang; Jie Fu2026·arXiv Preprint

25 Mar 2026|arxiv:2603.11118

A Learning-Based Superposition Operator for Non-Renewal Arrival Processes in Queueing Networks

Eliran Sherzer2026·arXiv Preprint

6 Jan 2026|arxiv:2601.00604

Cycling Race Time Prediction: A Personalized Machine Learning Approach Using Route Topology and Training Load

Francisco Aguilera Moreno2026·arXiv Preprint

13 Mar 2026|arxiv:2603.10069

Improving Search Agent with One Line of Code

Jian Li; Dongsheng Chen; Zhenhua Xu; Yizhang Jin; Jiafu Wu; Chengjie Wang; Xiaotong Yuan; Yabiao Wang2026·arXiv Preprint

28 Mar 2026|arxiv:2603.13669

SHAMISA: SHAped Modeling of Implicit Structural Associations for Self-supervised No-Reference Image Quality Assessment

Mahdi Naseri; Zhou Wang2026·arXiv Preprint

2 Apr 2026|10.1109/tcyb.2025.3646012

Novel Switching Laws for Switched Nonlinear Time-Delay Systems and Applications to Neural Networks

Zhichuang Wang; Wei He; Jian Sun et al.2026·IEEE Transactions on Cybernetics

3 Apr 2026|10.56294/ai2026379

Artificial Intelligence systems, subjects or objects in the legal relationship?

Vania Jacomino González; Bárbara Rosa Chinea Cárdenas2026·EthAIca

3 Mar 2026|arxiv:2602.15379

FlashMem: Supporting Modern DNN Workloads on Mobile with GPU Memory Hierarchy Optimizations

Zhihao Shu; Md Musfiqur Rahman Sanim; Hangyu Zheng; Kunxiong Zhu; Miao Yin; Gagan Agrawal; Wei Niu2026·arXiv Preprint

20 Mar 2026|arxiv:2603.17052

Early Quantization Shrinks Codebook: A Simple Fix for Diversity-Preserving Tokenization

Wenhao Zhao; Qiran Zou; Rushi Shah; Yudi Wu; Zhouhan Lin; Dianbo Liu2026·arXiv Preprint

4 Mar 2026|arxiv:2602.16179

EnterpriseBench Corecraft: Training Generalizable Agents on High-Fidelity RL Environments

Sushant Mehta; Logan Ritchie; Suhaas Garre; Ian Niebres; Nick Heiner; Edwin Chen2026·arXiv Preprint

6 Mar 2026|arxiv:2603.04134

InstMeter: An Instruction-Level Method to Predict Energy and Latency of DL Model Inference on MCUs

Hao Liu; Qing Wang; Marco Zuniga2026·arXiv Preprint

23 Jan 2026|arxiv:2601.14620

Scaling Ambiguity: Augmenting Human Annotation in Speech Emotion Recognition with Audio-Language Models

Wenda Zhang; Hongyu Jin; Siyi Wang; Zhiqiang Wei; Ting Dang2026·arXiv Preprint

5 Jan 2026|10.1371/journal.pone.0340186

Weakly supervised deep multi-instance learning for classification of endometrial lesions on hematoxylin and eosin-stained whole-slide images

Medicine

Zhixian Zhou; Jiaqi Guo; XiangLong Du et al.2026·PLoS ONETier 2

24 Feb 2026|arxiv:2602.19326

City Editing: Hierarchical Agentic Execution for Dependency-Aware Urban Geospatial Modification

Rui Liu; Steven Jige Quan; Zhong-Ren Peng; Zijun Yao; Han Wang; Zhengzhang Chen; Kunpeng Liu; Yanjie Fu; Dongjie Wang2026·arXiv Preprint

1 Apr 2026|arxiv:2603.27960

Efficient Inference of Large Vision Language Models

Surendra Pathak2026·arXiv Preprint

6 Mar 2026|arxiv:2603.03825

From Narrow to Panoramic Vision: Attention-Guided Cold-Start Reshapes Multimodal Reasoning

Ruilin Luo; Chufan Shi; Yizhen Zhang; Cheng Yang; Songtao Jiang; Tongkun Guan; Ruizhe Chen; Ruihang Chu; Peng Wang; Mingkun Yang; Yujiu Yang; Junyang Lin; Zhibo Yang2026·arXiv Preprint

5 Jan 2026|10.3760/cma.j.cn112137-20250723-01829

[Current status, challenges, and high-quality development pathways for the integration of artificial intelligence and sports medicine].

Medicine

Wang; X X; Li; J H; Ling + 5 more2026·Zhonghua yi xue za zhi

13 Feb 2026|arxiv:2602.10607

Hierarchical Zero-Order Optimization for Deep Neural Networks

Sansheng Cao; Zhengyu Ma; Yonghong Tian2026·arXiv Preprint

14 Mar 2026|arxiv:2603.11907

Causal Representation Learning with Optimal Compression under Complex Treatments

Wanting Liang; Haoang Chi; Zhiheng Zhang2026·arXiv Preprint

16 Jan 2026|arxiv:2601.09451

Late Breaking Results: Quamba-SE: Soft-edge Quantizer for Activations in State Space Models

Yizhi Chen; Ahmed Hemani2026·arXiv Preprint

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