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EN
Guide
Artificial Intelligence & Machine Learning — Research Papers | Faculti
All papers by subject
Artificial Intelligence & Machine Learning
Core AI/ML methods, models, and techniques
Overview
530,750
Articles
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Public Health & Epidemiology
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knowledge distillation
Articles published on Artificial Intelligence & Machine Learning
530,750 results
8 Jan 2026
|
arxiv:2601.03093
ATLAS: Adaptive Test-Time Latent Steering with External Verifiers for Enhancing LLMs Reasoning
Tuc Nguyen; Thai Le
2026
·
arXiv Preprint
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16 Feb 2026
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arxiv:2602.02828
A Single Revision Step Improves Token-Efficient LLM Reasoning
Yingchuan Zhang; Terry Ma; Wenxuan Zhong; Ping Ma
2026
·
arXiv Preprint
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19 Mar 2026
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arxiv:2603.16243
RASLF: Representation-Aware State Space Model for Light Field Super-Resolution
Zeqiang Wei; Kai Jin; Kuan Song; Xiuzhuang Zhou; Wenlong Chen; Min Xu
2026
·
arXiv Preprint
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6 Mar 2026
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arxiv:2603.03662
Graph Negative Feedback Bias Correction Framework for Adaptive Heterophily Modeling
Jiaqi Lv; Qingfeng Du; Yu Zhang; Yongqi Han; Sheng Li
2026
·
arXiv Preprint
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1 Apr 2026
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arxiv:2603.28248
Reasoning as Energy Minimization over Structured Latent Trajectories
David K. Johansson
2026
·
arXiv Preprint
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15 Jan 2026
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arxiv:2601.08000
Reasoning over Precedents Alongside Statutes: Case-Augmented Deliberative Alignment for LLM Safety
Can Jin; Rui Wu; Tong Che; Qixin Zhang; Hongwu Peng; Jiahui Zhao; Zhenting Wang; Wenqi Wei; Ligong Han; Zhao Zhang; Yuan Cao; Ruixiang Tang; Dimitris N. Metaxas
2026
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arXiv Preprint
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6 Mar 2026
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arxiv:2603.04134
InstMeter: An Instruction-Level Method to Predict Energy and Latency of DL Model Inference on MCUs
Hao Liu; Qing Wang; Marco Zuniga
2026
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arXiv Preprint
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13 Feb 2026
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arxiv:2602.11136
FormalJudge: A Neuro-Symbolic Paradigm for Agentic Oversight
Jiayi Zhou; Yang Sheng; Hantao Lou; Yaodong Yang; Jie Fu
2026
·
arXiv Preprint
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28 Jan 2026
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arxiv:2601.17935
FedGraph-VASP: Privacy-Preserving Federated Graph Learning with Post-Quantum Security for Cross-Institutional Anti-Money Laundering
Daniel Commey; Matilda Nkoom; Yousef Alsenani; Sena G. Hounsinou; Garth V. Crosby
2026
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arXiv Preprint
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17 Jan 2026
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10.1016/j.ajic.2025.08.027
The effect of textiles and their management on healthcare-associated infections: A scoping review.
Caliaro; Arianna; Pontirolli; Alessia; Canzan + 2 more
2026
·
American journal of infection control
Tier 1
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11 Feb 2026
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arxiv:2602.08295
The Vibe-Automation of Automation: A Proactive Education Framework for Computer Science in the Age of Generative AI
Ilya Levin
2026
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arXiv Preprint
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24 Feb 2026
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arxiv:2602.15094
On propagation of chaos for the Fisher-Rao gradient flow in entropic mean-field optimization
Petra Lazić; Linshan Liu; Mateusz B. Majka
2026
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arXiv Preprint
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25 Jan 2026
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arxiv:2601.06843
Speak While Watching: Unleashing TRUE Real-Time Video Understanding Capability of Multimodal Large Language Models
Junyan Lin; Junlong Tong; Hao Wu; Jialiang Zhang; Jinming Liu; Xin Jin; Xiaoyu Shen
2026
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arXiv Preprint
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11 Apr 2026
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arxiv:2604.07512
Rhizome OS-1: Rhizome's Semi-Autonomous Operating System for Small Molecule Drug Discovery
Yiwen Wang; Gregory Sinenka; Xhuliano Brace
2026
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arXiv Preprint
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5 Jan 2026
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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 ONE
Tier 2
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14 Mar 2026
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arxiv:2603.12091
Resource-Efficient Iterative LLM-Based NAS with Feedback Memory
Xiaojie Gu; Dmitry Ignatov; Radu Timofte
2026
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arXiv Preprint
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24 Feb 2026
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arxiv:2602.19396
Hiding in Plain Text: Detecting Concealed Jailbreaks via Activation Disentanglement
Amirhossein Farzam; Majid Behabahani; Mani Malek; Yuriy Nevmyvaka; Guillermo Sapiro
2026
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arXiv Preprint
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15 Jan 2026
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arxiv:2601.08662
From Classical to Quantum Reinforcement Learning and Its Applications in Quantum Control: A Beginner's Tutorial
Abhijit Sen; Sonali Panda; Mahima Arya; Subhajit Patra; Zizhan Zheng; Denys I. Bondar
2026
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arXiv Preprint
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16 Jan 2026
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arxiv:2601.09451
Late Breaking Results: Quamba-SE: Soft-edge Quantizer for Activations in State Space Models
Yizhi Chen; Ahmed Hemani
2026
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arXiv Preprint
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17 Mar 2026
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arxiv:2603.12552
Asymptotic and Finite-Time Guarantees for Langevin-Based Temperature Annealing in InfoNCE
Faris Chaudhry
2026
·
arXiv Preprint
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