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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

15 Jan 2026|arxiv:2601.08156

Project Synapse: A Hierarchical Multi-Agent Framework with Hybrid Memory for Autonomous Resolution of Last-Mile Delivery Disruptions

Arin Gopalan Yadav; Varad Dherange; Kumar Shivam2026·arXiv Preprint

25 Jan 2026|arxiv:2601.09746

Multi-Agent Cooperative Learning for Robust Vision-Language Alignment under OOD Concepts

Philip Xu; Isabel Wagner; Eerke Boiten2026·arXiv Preprint

31 Jan 2026|arxiv:2601.21572

Signal-Adaptive Trust Regions for Gradient-Free Optimization of Recurrent Spiking Neural Networks

Jinhao Li; Yuhao Sun; Zhiyuan Ma; Hao He; Xinche Zhang; Xing Chen; Jin Li; Sen Song2026·arXiv Preprint

5 Jan 2026|10.24867/31ef02jovanovic

ISTRAŽIVANJE SPOSOBNOSTI VEŠTAČKE INTELIGENCIJE DA GENERIŠE PREDLOG DIZAJNA AMBALAŽE UZIMAJUĆI U OBZIR UKUS PROIZVODA

Dejana Jovanović; Gojko Vladić2026·Zbornik radova Fakulteta tehničkih nauka u Novom Sadu

24 Feb 2026|10.1007/s11548-026-03580-9

CVS assessment via distillation-based self-supervised and multiple instance learning in laparoscopic cholecystectomy.

Wang; Hao; Zhang; Yutao; Yang + 3 more2026·International journal of computer assisted radiology and surgeryTier 2

7 Feb 2026|arxiv:2602.04812

Robust Generalizable Heterogeneous Legal Link Prediction

Lorenz Wendlinger; Simon Alexander Nonn; Abdullah Al Zubaer; Michael Granitzer2026·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

19 Mar 2026|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 Xu2026·arXiv Preprint

15 Feb 2026|arxiv:2602.01009

LASS-ODE: Scaling ODE Computations to Connect Foundation Models with Dynamical Physical Systems

Haoran Li; Chenhan Xiao; Lihao Mai; Yang Weng; Erik Blasch2026·arXiv Preprint

22 Jan 2026|arxiv:2601.13303

Verifying Local Robustness of Pruned Safety-Critical Networks

Minh Le; Phuong Cao2026·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

9 Jan 2026|10.5281/zenodo.18167797

Mitigating Position-Shift Failures in Text-Based Modular Arithmetic via Position Curriculum and Template Diversity

Nikolay Yudin2026·arXiv Preprint

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

10 Mar 2026|arxiv:2603.05768

Bridging Domains through Subspace-Aware Model Merging

Levy Chaves; Chao Zhou; Rebekka Burkholz; Eduardo Valle; Sandra Avila2026·arXiv Preprint

1 Apr 2026|arxiv:2603.27960

Efficient Inference of Large Vision Language Models

Surendra Pathak2026·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

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

9 Mar 2026|arxiv:2603.00126

QuickGrasp: Responsive Video-Language Querying Service via Accelerated Tokenization and Edge-Augmented Inference

Miao Zhang; Ruixiao Zhang; Jianxin Shi; Hengzhi Wang; Hao Fang; Jiangchuan Liu2026·arXiv Preprint

30 Jan 2026|arxiv:2601.20800

Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces

Kaito Baba; Yoshihiko Ozaki; Shuhei Watanabe2026·arXiv Preprint

27 Mar 2026|arxiv:2603.23933

ORACLE: Orchestrate NPC Daily Activities using Contrastive Learning with Transformer-CVAE

Seong-Eun Hong; JuYeong Hwang; RyunHa Lee; HyeongYeop Kang2026·arXiv Preprint

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