Trees

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Period ending 2026-09-21

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Period ending 2026-09-07

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  1. Accelerating Diffusion Sampling via Speculative Draft Trees

    Sep 15, 2026Marcello Bullo, Yanxiao Liu, Öykü Sıla Güner +2Diffusion SamplingSelf-Speculative

  2. BarkNet-Lite: A Lightweight Texture and Colour Network with the BarkBD Benchmark for Bark-Based Tree Species Recognition in Bangladesh

    Sep 7, 2026Aroshi Ali, Saad Ahmed, Md. Khalid SyfullahTreesBangla

  3. Tree species mapping in Denmark: A comparison of spectral-temporal features with geospatial foundation model embeddings

    Sep 3, 2026Alkiviadis Koukos, Spyros Kondylatos, Thomas Nord-Larsen +3Forest InventoryGeospatial Foundation Models

  4. Spruce: Scalable Private Outsourced Retrieval Using Compact Embeddings

    Sep 3, 2026Peichun Hua, Yunming XiaoPrivacy-Preserving FrameworkText Corpora

  5. Spawn Freely, Act Sparingly: Progressive Risk Vesting for Recursive LLM-Agent Trees

    Sep 1, 2026Molly WangAgent DecisionsRuntime Enforcement

  6. Stochastic Optimization of Tree Tensor Networks

    Sep 1, 2026Marius Willner, Maximilian Scharf, André Uschmajew +2Tensor NetworksNeural Network Optimization

  7. Cross-Regional Grapevine Cold Hardiness Prediction via Learned Multimodal Latent Representations

    Aug 31, 2026William Solow, Paola Pesantez-Cabrera, Markus Keller +3Transfer LearningApple Tree Leaf Disease Segmentation Dataset

  8. One Policy Is Enough: Single-Agent Reinforcement Learning Outperforms Tree Search for Chemistry Tool Learning

    Aug 31, 2026Armin Dariani, Sifan Wu, Bang Liu +1Multi-Turn Tool-Use AgentMonte Carlo Tree Search

  9. CedarCypress3D: an annotated UAV-LiDAR dataset of individual trees in planted cedar and cypress forests

    Aug 31, 2026Katsuto Shimizu, Fumiaki Kitahara, Tomohiro Nishizono +8Light Detection And Ranging Point CloudsReal3D-Ad Datasets

  10. From crown candidates to neighborhood screening: integrating optical GeoAI and spatial modeling for urban-canopy assessment in Davis, California

    Aug 14, 2026Mohammadreza Narimani, Shreyan Mitra, Parastoo FarajpoorCanopyNeighbors

  11. DARTree: Speculative Diffusion Decoding with Autoregressive Draft Trees

    Aug 13, 2026Tianyi Li, Yaxin Luo, Xinyi Shang +1Speculative DecodingAutoregressive Language Models

  12. Remote Sensing and Machine Learning-Based Analysis of Land Use and Vegetation Change in Dhaka District, Bangladesh

    Aug 12, 2026Muhammad Masud Tarek, Md. Alamgir Hossain, Md. Samiul Islam +1Normalized Difference Vegetation IndexForest Inventory

  13. A Remote Approach to Cashew Orchard Detection: Leveraging Active Learning with Satellite Imagery in Guinea-Bissau

    Aug 12, 2026Miguel, Sofia, Maria +3Forest InventorySatellite Imagery

  14. Chain-of-Thought Shows the Path to a Tree: Realizing Branching Complexity

    Aug 12, 2026Debanjan Dutta, Anish Chakrabarty, Swagatam DasSearch DepthChain-of-Thought Reasoning

  15. Transferable Above-Ground Biomass (AGB) Estimation Model from Multi-Sensor Data with Sparse Field Calibration

    Aug 12, 2026Pann Thinzar Seint, Bryan Atwood, Subas ChhatkuliAbove-Ground BiomassBoreal Forests

  16. Integrating spectral and morphological plant features with decision-tree models for early-season cotton biomass and nitrogen status estimation from multi-year UAV data

    Aug 7, 2026Vaishali Swaminathan, Nithya Rajan, J Alex Thomasson +4Above-Ground BiomassMediterranean Greenhouses

  17. BONSAI: Evolvability-Guided Tree Search over Skills

    Aug 7, 2026Yash Priya Shastri, Anand Eswaran, Adnan Qidwai +2Skill EvolutionTree Search

  18. Above-ground Biomass Estimation with Geospatial Foundation Models

    Aug 5, 2026Ghjulia Sialellia, Linus Scheibenreif, Jan Dirk Wegner +1Above-Ground BiomassGeospatial Foundation Models

  19. ArborEnum: Decision Tree Rashomon Sets over Continuous Features

    Aug 5, 2026Zakk Heile, Hayden McTavish, Margo Seltzer +1Decision TreesTrees

  20. From Chains to Trees: Parent-Conditioned Drafting for Semi-Autoregressive Speculative Decoding

    Aug 3, 2026Zixian Li, Tong Li, Chi Xie +2Speculative DecodingLLM Inference Efficiency

  21. Mapping melliferous tree species in Kenya via one-class classification with hyperspectral unsupervised domain adaptation

    Aug 3, 2026Zhaozhi Luo, Janne Heiskanen, Ilja Vuorinne +6BeesDomain Adaptation

  22. Deep Evidential Regression for Sparse Forest Height Estimation from Multimodal Satellite Imagery

    Aug 3, 2026Laura Bader, Muhammad Ammar Ahmed, Xiao Xiang Zhu +1CanopySatellite Data

  23. Bole: Efficient Tree Speculation for Hybrid-Attention Language Models

    Aug 3, 2026Li Wang, Yi Su, Xiabao Wu +9Speculative DecodingLLM Inference Efficiency

  24. UAV3DCrop: Benchmarking 3D Reconstruction in Repeated Multi-Angle UAV Crop Surveys

    Aug 3, 2026Junxiong Zhou, Xuechen Li, Chonghao Qiu +11Crop3D Reconstruction

  25. Receding-Horizon Next-Best-View Planner for Autonomous Leaf Surface Reconstruction

    Jul 31, 2026Arif Ahmed, Sajal K. Das, Parikshit MainiHigh-Fidelity Surface ReconstructionLight Detection And Ranging Point Clouds

  26. TreeCCA: Canonical Correlation Analysis via Gradient-Boosted Trees

    Jul 29, 2026James ChapmanGradient Boosted TreeSpurious Correlations

  27. Distributional Split Criteria for Random Forests: Extensions, Shrinkage, and the Robustness of Mean Splitting

    Jul 26, 2026Silas KoemenRandom ForestBoreal Forests

  28. Random Forest-Based Prediction of Bone Volume Fraction and Fracture Position from S-Parameters

    Jul 26, 2026Jianhe Li, Jinsui Meng, Yida Zhao +3Radio FrequencyRandom Forest

  29. A Framework for Individual Tree Growth Reconstruction Using Multi-Platform Laser Scanning

    Jul 24, 2026Daniella Tavi, Valtteri Soininen, Lassi Ruoppa +2Boreal ForestsLight Detection And Ranging Point Clouds

  30. Encoding orders and trees in real-valued functions

    Jul 23, 2026G Conant, C TerryUpper BoundsOrder Matters

  31. DTIF: Robust Loop Closure Detection via Delaunay Triangle Topology in Complex Forests

    Jul 23, 2026Xin Zhao, Jianping Li, Qin Zou +3Forest InventoryLight Detection And Ranging Point Clouds

  32. Searching Videos as Trees: Self-Correcting Agents for Grounded Long Video QA

    Jul 17, 2026Ce Zhang, Ziyang Wang, Yulu Pan +6Video Question AnsweringVideos

  33. TreeSRNF: Square-Root Normal Fields for Generative Modelling of the Geometric and Structural Variability in Tree-like 3D Objects

    Jul 15, 2026Tahmina Khanam, Hamid Laga, Mohammed Bennamoun +43D GeometryTrees

  34. Hierarchical \mathcal{F}-Clustering: Approximation and Hardness of Clustering into Trees and Bounded Diameter Graphs

    Jul 14, 2026Michał Szyfelbein, Dariusz DereniowskiImage ClusteringApproximation Algorithms

  35. NEEDL-Bench: Dataset for Swiss Needle Cast and Stomata Detection in Microscopy Images

    Jul 13, 2026Benjamin Blake, Declan McIntosh, Jürgen Ehlting +3Tomato DiseasesMicroscopy

  36. Uncertainty Quantification for EO Regression Tasks: Building Height, Tree Canopy Height and Above-ground Biomass Estimation

    Jul 13, 2026Ritu Yadav, Andrea Nascetti, Yifang BanCanopyAbove-Ground Biomass

  37. PhenoEmbed: Self-Supervised Multispectral UAV Time-Series Embeddings for Individual Tree Crown Phenology

    Jul 11, 2026Taimur KhanMultiple Hyperspectral BenchmarksTrees

  38. Is sub-metre resolution necessary for cocoa mapping? A landscape-stratified evaluation of very high resolution imagery, decametric Earth Observation inputs, and operational products in Cote d'Ivoire

    Jul 9, 2026Kasimir Orlowski, Filip Sabo, Michele Meroni +3Cloud-Aware Earth Observation SequencesForest Inventory

  39. High-Dimensional Procrustes Matching via Tree Counts

    Jul 9, 2026Xiaochun Niu, Tselil Schramm, Jiaming XuHigh-Dimensional DataFeature Matching

  40. 3D Reconstruction of deciduous Trees using low-cost UAV- and Crane-based Photogrammetry for Monitoring Shoot Elongation across entire Canopies

    Jul 8, 2026Stephan Nebiker, Micha Tschanz, Nando Amport +1CanopyTrees

  41. Trees from Marginals: Autoregressive drafting with factorized priors

    Jul 7, 2026Yuma Oda, Ryan Mathieu, Roman Knyazhitskiy +1Autoregressive DecodingAutoregressive Language Models

  42. ForestIR: Physics-Informed Forest Sound Simulation for Array-Based Bioacoustic Remote Sensing

    Jul 7, 2026Xin Shen, Jennifer N. Kampe, Changwoo J. Lee +7Passive Acoustic MonitoringDirection-Of-Arrival Estimation

  43. Canopy: A Heterograph Foundation Model for Metabolic Engineering

    Jul 7, 2026Jake Bowden, Laurence Legon, Satnam SuraeMetabolicBiomedical Knowledge Graph

  44. Shifting from Discrete to Continuous Reference Data: QSM-Derived Horizontal Tree Biomass Distribution for Deep Learning Biomass Estimation

    Jul 6, 2026Nils Griese, Christoph Kleinn, Nils NölkeAbove-Ground BiomassRandom Forest

  45. Environmental Drivers of Respiratory Disease: A District Level Analysis

    Jul 5, 2026Rahim Iqbal, Asfi Ahamed, Izzath Nisfer +6Air PollutionRespiratory Sound Classification

  46. Phase-Preserving Trimodal Transformer for Tropical Forest Biomass Estimation Using Optical and PolInSAR Data

    Jul 4, 2026Luiz Felipe Parente Santiago, Felipe Ferrari, Daniel Rodrigues dos Santos +1Above-Ground BiomassCanopy

  47. Actual causality in fault trees

    Jul 2, 2026Georgiana Caltais, Milan Lopuhaä-Zwakenberg, Mariëlle StoelingaCausal ReasoningRobot Failures

  48. Uncertainty-aware tree height change regression

    Jul 1, 2026Max Gaber, Dimitri Gominski, Jaime C. Revenga +3CanopyChange

  49. Multistage Defer Trees for Hybrid Interpretability: If at First You Can't Succeed, Tree Again

    Jun 30, 2026Zakk Heile, Hayden McTavish, Margo Seltzer +1Decision TreesInterpretable Models

  50. A Stationary-Distribution Theory for Triplet-Based Plateau Search in Random Forest Ensemble-Size Selection

    Jun 29, 2026Andrey A. Dukhovny, Andrey M. LangeRandom ForestFinite-Sample

  51. Miti360: A Comprehensive Dataset for Improved Reforestation Monitoring

    Jun 28, 2026Cedric Kiplimo, Samuel Mbatia, Ciira wa Maina +2Forest InventoryMachine Learning

  52. SelectAnyTree: A Promptable Instance Segmentation Model for 3D Forest LiDAR Point Clouds

    Jun 25, 2026Trung Thanh Nguyen, Daniel Lusk, Kilian Gerberding +103D Semantic SegmentationLight Detection And Ranging Point Clouds

  53. Self-Supervised Tree-level Biomass Estimation in Urban Environments From Airborne LiDAR and Optical Observations

    Jun 24, 2026Jose Bermudez, Zilong Zhong, Dominic Cyr +2Above-Ground BiomassDelineation

  54. Counting Trees from Satellite Imagery with Noisy Supervision

    Jun 23, 2026Dimitri Gominski, Maurice Mugabowindekwe, Qiue Xu +6Boreal ForestsSatellite Imagery

  55. AwakeForest: An Interactive Geospatial Platform for Large-Scale Forest Imagery

    Jun 22, 2026Suraj Prasai, Kangning Cui, Rongkun Zhu +5Boreal ForestsCanopy

  56. EML Trees Are Universal Approximators

    Jun 22, 2026Joe Germany, Elie Abdo, Joseph BakarjiNeural-Network ApproximationApproximation

  57. Storyline Trees: Hierarchical Representations for Long-Form Narratives

    Jun 18, 2026Litu Ou, Mirella LapataNarrativesEfficient Long-Context Inference

  58. Integrating national forest inventory, airborne lidar, and satellite imagery for wall-to-wall mapping of forest structure with computer vision

    Jun 18, 2026Luke J. Zachmann, David D. Diaz, Vincent A. Landau +8Forest InventoryCanopy

  59. DeepForestVisionV2: Ecology-Driven Taxonomy Expansion for Camera-Trap Monitoring in African Tropical Forests

    Jun 18, 2026Hugo Magaldi, Theau d'Audiffret, Etienne Francois Akomo-Okoue +24Biodiversity MonitoringBoreal Forests

  60. ForEnt: A Multi-Modal Dataset for Characterizing Quadruped Robot Entrapments in Forest Environments

    Jun 18, 2026Natapat Kirdwichai, Danesh TaraporeLegged RobotsBoreal Forests