Minimal

Ask about this topic

Recent momentum

-70%

3 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Weekly history

Recent digests

What was published in this topic, kept on the site without email delivery.

Period ending 2026-09-21

1 new paper

A weekly snapshot of new work published in Minimal.

Period ending 2026-09-14

1 new paper

A weekly snapshot of new work published in Minimal.

50 papers

Latest in Minimal

Browse all topics →
CardsList

  1. Hierarchical Prototype Emergence in Modern Hopfield Models

    Sep 14, 2026Aditya Cowsik, Adithya SriramHopfield NetworksDense Associative Memory

  2. REVOLVE: An Automated Closed-Loop Framework for Evolving Robot Manipulation with Minimal Human Intervention

    Sep 13, 2026Hanyu Liu, Qian Li, Yizhu Ding +8Robotic Manipulation PoliciesGeneralizable Robotic Manipulations

  3. Larger Context Window, Fewer Overcorrections: Optimizing Prompts and Batching for Minimal-Edit Grammatical Error Correction

    Sep 11, 2026Kateryna Karpo, Artem ChernodubGrammatical Error CorrectionCorrection

  4. Adaptation of Generalist Robot Policies with Minimal Data

    Aug 11, 2026Shreyas Kowshik, Sreyas Venkataraman, Leo Wang +3Robot PoliciesRobot Systems

  5. A Single Atom in Front of a Mirror is a Universal Reservoir Computer

    Aug 11, 2026Peter J. Ehlers, Phi Hung Nguyen, Kanu Sinha +4Reservoir ComputingReservoir

  6. A Minimal κκ--ττ Logic for Risk-Sensitive Abduction

    Aug 8, 2026Remo PareschiAbductive ReasoningPropositions

  7. Computing Actual Causes for Neural Network Predictions under Structured Causal Inputs

    Aug 4, 2026Jannick Strobel, Muqsit Azeem, Stefan LeueStructural Causal ModelExplainability

  8. AI Agent Economics: Can Autonomous Economic Behavior Emerge among AI Agents under Minimal External Conditions?

    Aug 4, 2026Lingyun Zhang, Shang ShangEconomiesArtificial Intelligence Agents

  9. AI Security Leaderboard: Methodology, Results and Minimal Standard

    Aug 4, 2026Jasper Timm, Lukas Struppek, Ziwei Xu +12Security AnalysisArtificial Intelligence Safety

  10. Hash Chemistry: Minimal Models for Evolutionary Growth of Complexity

    Jul 30, 2026Ilya Horiguchi, Hiroki SayamaReplicator EquationsEvolution

  11. What Does It Take to Detect an AI Agent? Minimal Feature Sets for Behavioral Detection under Browser Automation

    Jul 29, 2026Vishisht Choudhary, Lukas Schmidt, Anne Zoë Kenntner +3Artificial Intelligence DetectionBrowser Agent

  12. Computational Extraction of Legal Causes via al-Sabr wa al-Taqsim: A Set-Theoretic Formalization for Closed Fiqh Chapters

    Jul 28, 2026Elnaser AbdelwahabLegal DomainAdjudication

  13. Less Data, Better Alignment: Data-Centric Multi-Evaluator Agreement for Preference Optimization

    Jul 27, 2026Zhengtao Yao, Runhao Li, Xupeng Chen +12On-PolicyMinimal

  14. A Minimal Interpretable Architecture for Zero-Shot Reconstruction of Dynamical Systems

    Jul 16, 2026Christoph Jürgen Hemmer, Florian Plaswig, Daniel DurstewitzZero-Shot ForecastingDynamical Systems

  15. Life as Plasmas: Autonomy and Interactivism in-materio

    Jul 3, 2026Nicolás Hinrichs, Mahault Albarracin, Felipe Engelberger +2Self-OrganizationPlasma Shape Control

  16. SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe

    Jul 3, 2026Yifei Shen, Bo Li, Xinjie ZhangSkill EvolutionSelf-Evolving Agents

  17. ALEE: Any-Language Evaluation of Embeddings via English-Centric Minimal Pairs

    Jun 30, 2026Andrianos Michail, Stylianos Psychias, Michelle Wastl +3Legal Natural Language Processing BenchmarksDomain-Invariant Text Embeddings

  18. When Stopping Fails: Rethinking Minimal Risk Conditions through Human-Interactive Autonomous Driving for Safe Transportation Systems

    Jun 27, 2026Yash Tandon, Giovanni Tapia Lopez, Marcus Blennemann +2Autonomous DrivingCollision Avoidance

  19. Establishing the Minimal Clinically Important Difference (MCID) for Smartphone-Derived Gait Measures in Multiple Sclerosis

    Jun 26, 2026Mike D Rinderknecht, Bernhard Fehlmann, Dimitar Stanev +7Multiple SclerosisMinimal

  20. Non-asymptotic estimates of the minimal risk in statistical learning

    Jun 22, 2026Liming Wu, Sen YangEmpirical Risk MinimizationConcentration Inequalities

  21. An Information Theoretic Framework for Graph Novelty Generation via Latent Mixture Modeling

    Jun 18, 2026Itsuki Nakagawa, Kenji YamanishiGraph Representation LearningGenerative Models

  22. SuCo: Sufficiency-guided Continuous Adaptive Reasoning

    Jun 16, 2026Jiahao Wang, Bingyu Liang, Chenhao Hu +5Minimal

  23. Scaling LLM Reasoning from Minimal Labels: A Semi-Supervised Framework with a Lightweight Verifier

    Jun 15, 2026Keizo Kato, Chenhui Chu, Yugo Murawaki +1Large Language Model ReasoningReasoning Traces

  24. Minim: Privacy-Aware Minimal View for Agents via Trusted Local Sanitization

    Jun 11, 2026Hexuan Yu, Chaoyu Zhang, Heng Jin +4Data LeakagePrompt-Level Mitigations

  25. A Minimal Model of Bounded Trade-Off Screening in Multi-Attribute Choice

    Jun 11, 2026Manisha Dubey, Anirban Sarkar, Subramanian RamamoorthyExpected UtilityTrade-Off

  26. Minimalist Genetic Programming

    Jun 8, 2026Leonardo TrujilloGenetic AlgorithmsMock-Interface Synthesis

  27. Estimate Collapsibility of Causal Effects in Completed Partial DAGs via Strong d-Convex Hulls

    Jun 8, 2026Yuxin Deng, Yi Sun, Zhiming Li +1Directed Acyclic GraphConvex Sets

  28. OPTIMUS-Prime: Minimal and Sufficient Concept Explanations for Deep Vision Models

    Jun 5, 2026Arthur Hoarau, Chenrui Zhu, Vu Linh NguyenExplainable Artificial IntelligenceVision Foundation Models

  29. Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data

    Jun 3, 2026XiuYu Zhang, Yi Shan, Junfeng Fang +1Self-AssessmentsElicitation

  30. Prediction Under Imperfect Compression: A Theory of Approximate MDL

    Jun 3, 2026Qian Li, Xinyu Mao, Shang-Hua Teng +1Maximum LikelihoodReward-Prediction Error

  31. DDOR: Delta Debugging for Explainable Overrefusal Testing and Repair

    Jun 2, 2026Qinyan Zhou, Peixin Zhang, Jun Sun +2Large Language Model SafetyRefusals

  32. Skill Reuse as Compression in Agentic RL

    May 29, 2026Zhikun Xu, Yu Feng, Jacob Dineen +3Agentic Reinforcement-Learning FrameworkReusable Skills

  33. Minimum Description Length based Granular-Ball Tree Regularization for Spectral Clustering

    May 21, 2026Zeqiang Xian, Caihui Liu, Yong Zhang +1Granular-Ball ComputingImage Clustering

  34. Achieving ε−2ε^{-2} Sample Complexity for Single-Loop Actor-Critic under Minimal Assumptions

    May 13, 2026Ishaq Hamza, Zaiwei ChenSoft Actor-CriticOptimal Policies

  35. Separating Shortcut Transition from Cross-Family OOD Failure in a Minimal Model

    May 13, 2026Hongmin LiOut-Of-DistributionSpurious Correlations

  36. A Boundary-Aware Non-parametric Granular-Ball Classifier Based on Minimum Description Length

    May 12, 2026Zeqiang Xian, Caihui Liu, Yong Zhang +3Granular-Ball ComputingBoundary-Aware

  37. RUBEN: Rule-Based Explanations for Retrieval-Augmented LLM Systems

    May 11, 2026Joel Rorseth, Parke Godfrey, Lukasz Golab +2Large Language Model SafetyMinimal

  38. MDL-GBG: A Non-parametric and Interpretable Granular-Ball Generation Method for Clustering

    May 9, 2026Zeqiang Xian, Caihui Liu, Yong Zhang +3Granular-Ball ComputingImage Clustering

  39. Hint Tuning: Less Data Makes Better Reasoners

    May 9, 2026Siqi Fan, Minghao Li, Xiaoqian Ma +6Large Reasoning ModelsRecursive Reasoner

  40. SMT-Based Active Learning of Weighted Automata

    May 8, 2026Tiago Ferreira, Kevin Batz, Alexandra SilvaAutomataActive Learning

  41. SRGAN-CKAN: Expressive Super-Resolution with Nonlinear Functional Operators under Minimal Resources

    May 2, 2026Roberto Isai Navaro-Aviña, Eduardo Said Merin-Martinez, Andres Mendez-Vazquez +1Diffusion-Based Super-Resolution FrameworkPerceptual Quality

  42. Minimal, Local, Causal Explanations for Jailbreak Success in Large Language Models

    Apr 30, 2026Shubham Kumar, Narendra AhujaLarge Language Model JailbreaksNovel Jailbreak Method

  43. Evaluating Epistemic Guardrails in AI Reading Assistants: A Behavioral Audit of a Minimal Prototype

    Apr 30, 2026Matthew Christian AgustinInterpretive OpennessStreaming Guardrails

  44. Just Type It in Isabelle! AI Agents Drafting, Mechanizing, and Generalizing from Human Hints

    Apr 17, 2026Kevin Kappelmann, Maximilian Schäffeler, Lukas Stevens +3Formal SemanticsAutoformalization

  45. Structure as Computation: Developmental Generation of Minimal Neural Circuits

    Apr 16, 2026Duan ZhouSynaptic PlasticityMinimal

  46. What Is the Minimum Architecture for Prolepsis? Early Irrevocable Commitment Across Tasks in Small Transformers

    Apr 16, 2026Éric JacopinTransformer ArchitecturesSmall Models

  47. Less Data, Faster Convergence: Goal-Driven Data Optimization for Multimodal Instruction Tuning

    Mar 12, 2026Rujie Wu, Haozhe Zhao, Hai Ci +1Multimodal Instruction TuningVideo Dataset

  48. Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization

    Mar 1, 2026Theophilus Amaefuna, Hitesh Vaidya, Anshuman Chhabra +1Large ModelsModel Weights

  49. Emergence of Minimal Circuits for Indirect Object Identification in Attention-Only Transformers

    Oct 28, 2025Rabin AdhikariTransformer AttentionTransformer Architectures

  50. Less Data, More Security: Advancing Cybersecurity LLMs Specialization via Resource-Efficient Domain-Adaptive Continuous Pre-training with Minimal Tokens

    Jun 30, 2025Salahuddin Salahuddin, Ahmed Hussain, Jussi Löppönen +1CybersecurityLarge Language Model Safety