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3 papers in the last 28 days · 0.1% of indexed attention

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

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Period ending 2026-09-07

2 new papers

A weekly snapshot of new work published in Ridge.

46 papers

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  1. Corner Cases: Headland Coverage Path Planning for Autonomous Driving in Arable Farming

    Sep 3, 2026Riikka Soitinaho, Timo OksanenEfficient Path PlanningRoadside

  2. Dalek: A Constructive Agent Machine

    Sep 3, 2026Wanpeng XieSelf-EvolutionAutomation and Machines

  3. RIDGE: Region-Informed Derivative-Guided Evidence Selection for Long Video Understanding

    Aug 30, 2026Shanqing Xu, Meng Luo, Mengchen Qian +7Video UnderstandingLong-Video Benchmarks

  4. Scalable Multi-Agent Maze Traversal with Local Communication

    Aug 12, 2026Julian Rau, Jahir Argote-Gerald, Grace McFassel +3Multi-Agent Path FindingPlanar Mazes

  5. Which Site, and When: A Free-Satellite-Data Test of Himalayan Glacial Lake Bursts, Landslides, and Ice Floods

    Aug 12, 2026Matthew Kahn, Milan Arjel, Nirmala Adhikari +2LandslidesFlood Detection

  6. SPECTRA: Pushing the KV Cache Beyond the 2-Bit Cliff via Spectral Transform Coding

    Aug 8, 2026Jiamu Zhang, Liang Wu, Kelly Wan +2Key-Value CacheCache

  7. Learning in Deep Networks under Dale's Constraint

    Aug 7, 2026Roy Abel, Shimon UllmanSynaptic PlasticitySingular Learning Theory

  8. Caved or Convinced: Temporal Sampling Gates Claim Deference in Video Large Language Models

    Aug 4, 2026Yuxin Cao, Wei Song, Jingling Xue +1Video Large Language ModelsFalsehood

  9. RIDGE: Re-Noising with Internal Dynamic Guidance for Image Editing

    Aug 4, 2026Ruiliang Gong, Zhen Wang, Yanghao Wang +1Image EditingNeural Guidance

  10. Isotropy Cliffs: The Geometric Signature of Decision-Making in Large Language Models

    Aug 1, 2026Okan S. Coskun, Florian Rottach, Carsten Eickhoff +1Multiple-Choice QuestionsDecisions

  11. Theia: Large-Scale Multimodal Captioning and Automated Validation of the Incidents1M Dataset for Data-Free Distillation

    Jul 30, 2026Simone Giano, Lorenzo Severini, Alessandro Galdelli +1Multimodal DatasetLarge Multimodal Models

  12. Crossing the Margin Cliff: Toward Relearn-Robust LLM Unlearning via Margin Calibration

    Jul 30, 2026Xiangyu Yin, Jiaxu Liu, Zhen Chen +1Large Language Model UnlearningLoss Function

  13. Rehearse: Stepping Back from the Confidence Cliff in Self-Improving Autoresearch

    Jul 30, 2026Jiazhen Ji, Shouhong DingAutoresearchSelf-Improvement

  14. RIDGE: An Autonomous Framework for Validation and Method Discovery in LLM-Generated Option Pricing

    Jul 28, 2026Liexin Cheng, Xue Cheng, Shuaiqiang Liu +1Derivative PricingValidity

  15. Not Forgotten: Implementation and Evaluation of a Personalized Episodic Memory for the Humanoid Robot Head Kim

    Jul 27, 2026Steve Aschenbrenner, Marcel Heisler, Thomas Sievers +1Human-Robot InteractionEpisodic Memory

  16. HiLLTS: Zero-Shot Hierarchical LLM-Guided Traffic Signal Control for Sustainable Transportation

    Jul 17, 2026Yue Ding, Tendai Mukande, Mingming LiuTraffic Signal ControlCongestion Mitigation

  17. A Bayesian framework for the uncanny valley in humanoid robot design

    Jul 7, 2026Shimon Honda, Rin Shibano, Hideyoshi YanagisawaHumanoid RobotsAnthropomorphism

  18. Ravines in quantum cost landscapes: opportunities for improved VQA predictions

    Jul 1, 2026Felix J. Beckmann, João F. BravoVariational Quantum CircuitsQuantum Neural Networks

  19. Cliff Tokens: Identifying Single-Token Failure Triggers in LLM Mathematical Reasoning

    Jun 24, 2026Jaeyong Ko, Pilsung Kang, Yukyung LeeMathematical ReasoningReasoning Benchmark

  20. Towards Understanding the Power and Limits of the Muon Optimizer: A River-Valley Perspective

    Jun 19, 2026Tianqi Shen, Jinji Yang, Runze Shi +3MuonOptimizer Design

  21. Filtered ANN as a Phase Transition: When Selectivity-Estimation Error Causes Plan Regret

    Jun 15, 2026Madhulatha Mandarapu, Sandeep KunkunuruApproximate Nearest-Neighbor SearchPlan Regret

  22. To GAN or Not To GAN: Segmentation Analysis on Mars DEM

    Jun 11, 2026Douglas Dziedzorm Agbeve, Aditya V. Handrale, Salim Fares +1Lunar SurfaceReal-Time Semantic Segmentation

  23. When New Generators Arrive: Lifelong Machine-Generated Text Attribution via Ridge Feature Transfer

    Jun 4, 2026Zhen Sun, Yifan Liao, Zhicong Huang +4Feature AttributionText Generation

  24. TERRA: Task-Embedded Reasoning and Representation Architecture for Cross-Domain Applications

    Jun 1, 2026Shayan ShokriAction-Conditioned Transition OperatorLatent Actions

  25. The Geometry of Activity Cliffs: Representation Dependence and Multi-Scale Characterization of Activity Landscapes

    May 29, 2026Pawel Dabrowski-Tumanski, Bartosz Topolski, Dariusz Plewczynski +1RidgeMultiscale

  26. Ridge Regression from Poisson Resetting: A Renewal Perspective on Spectral Regularization

    May 28, 2026Petar JolakoskiKernel Ridge RegressionRegression

  27. On the Construction and Implications of Low-Loss Valleys in LoRA-based Bayesian Inference

    May 28, 2026Daniel Dold, Emanuel Sommer, Julius Kobialka +2Parameter-Efficient Fine-Tuning MethodsBayesian Inference Approaches

  28. Optimal ridge regularization revisited

    May 27, 2026Jack Timmermans, Sergio A. AlvarezKernel Ridge RegressionLasso

  29. A Universal Cliff and a Design Fingerprint: Cross-Section Defect Detection Under LLM Orchestration

    May 25, 2026Hiroki FukuiDefectMulti-Agent Large Language Model Systems

  30. CryoNet: A Deep Learning Framework for Multi-Modal Debris-Covered Glacier Mapping. A Case Study of the Poiqu Basin, Central Himalaya

    May 19, 2026Farzaneh Barzegar, Tobias Bolch, Norbert Kuehtreiber +1Sea Surface TemperatureSentinel-2

  31. When Molecular Similarity Works: Property Cliffs Reveal Hidden Errors

    May 17, 2026Di Hu, Kun Li, Haojie Rao +6Molecular Property PredictionPrevious Machine-Learning-Based Implicit Solvent

  32. SR-Prominence: A Crowdsourced Protocol and Dataset Suite for Perceptually-Weighted Super-Resolution Artifact Evaluation

    May 14, 2026Ivan Molodetskikh, Kirill Malyshev, Mark Mirgaleev +3Image Quality AssessmentCrowdsourced Framework

  33. Allegory of the Cave: Measurement-Grounded Vision-Language Learning

    May 12, 2026Kepeng Xu, Li Xu, Gang He +1Vision-Language Model GroundingVision-Language Reasoning

  34. CREST: Curvature-Regulated Event-Centric Sampling for Efficient Long-Video Understanding

    May 9, 2026Mehrajul Abadin Miraj, Abdul Mohaimen Al Radi, Shariful Islam Rayhan +4Video UnderstandingRelevance

  35. The Text Uncanny Valley: Non-Monotonic Performance Degradation in LLM Information Retrieval

    May 8, 2026Zekai Tong, Ruiyao Xu, Aryan Shrivastava +2Large Language Models FailRidge

  36. Cubit: Token Mixer with Kernel Ridge Regression

    May 7, 2026Chuanyang Zheng, Jiankai Sun, Yihang Gao +6Deep Learning ModelsKernel Ridge Regression

  37. HeavySkill: Heavy Thinking as the Inner Skill in Agentic Harness

    May 4, 2026Jianing Wang, Linsen Guo, Zhengyu Chen +8Agentic ReasoningAgent Harness

  38. Valley3: Scaling Omni Foundation Models for E-commerce

    May 2, 2026Zeyu Chen, Guanghao Zhou, Min Yang +6Audio-Visual ReasoningOmni

  39. Improved large-scale graph learning through ridge spectral sparsification

    Apr 22, 2026Daniele Calandriello, Ioannis Koutis, Alessandro Lazaric +1Graph LaplaciansGraph Learning

  40. Back into Plato's Cave: Examining Cross-modal Representational Convergence at Scale

    Apr 20, 2026A. Sophia Koepke, Daniil Zverev, Shiry Ginosar +1Text ModalityRidge

  41. When W4A4 Breaks Camouflaged Object Detection: Token-Group Dual-Constraint Activation Quantization

    Apr 18, 2026Tianqi Li, Wenyu Fang, Xin He +3Camouflaged Object DetectionObject Detection

  42. DENALI: A Dataset Enabling Non-Line-of-Sight Spatial Reasoning with Low-Cost LiDARs

    Apr 17, 2026Nikhil Behari, Diego Rivero, Luke Apostolides +3Light Detection And RangingScene Understanding

  43. A B-Spline Function Based 3D Point Cloud Unwrapping Scheme for 3D Fingerprint Recognition and Identification

    Apr 17, 2026Mohammad Mogharen Askarin, Jiankun Hu, Min Wang +2Point CloudsFingerprint

  44. CAVERS: Multimodal SLAM Data from a Natural Karstic Cave with Ground Truth Motion Capture

    Apr 16, 2026Giacomo Franchini, David Rodríguez-Martínez, Alfonso Martínez-Petersen +2Simultaneous Localization And MappingMultimodal Dataset

  45. THEIA: Learning Complete Kleene Three-Valued Logic in a Pure-Neural Modular Architecture

    Apr 13, 2026Augustus Haoyang LiLogicMultilayer Perceptrons

  46. CaveAgent: Transforming LLMs into Stateful Runtime Operators

    Jan 4, 2026Maohao Ran, Zhenglin Wan, Cooper Lin +21RuntimeCoding Agents