Sand

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

23 shown of 23 papers with code (107 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Computational Optimal Transport
  1 Mar 2018 5 repositories listed
  Optimal transport (OT) theory can be informally described using the words of the French mathematician Gaspard Monge (1746-1818): A worker with a shovel in hand has to move a large pile of sand lying on a construction…
• RMMDet: Road-Side Multitype and Multigroup Sensor Detection System for Autonomous Driving
  9 Mar 2023 2 repositories listed Syntology ran 0 of 8 samples · 8 unverified
  Then we implement muti-type sensor detection and multi-group sensors fusion in this environment, including camera-radar and camera-lidar detection based on result-level fusion.
• SAND-mask: An Enhanced Gradient Masking Strategy for the Discovery of Invariances in Domain Generalization
  4 Jun 2021 2 repositories listed Syntology ran 8 of 12 samples · 4 unverified · 11 pointer-only (licence)
  A major bottleneck in the real-world applications of machine learning models is their failure in generalizing to unseen domains whose data distribution is not i.
• Partial Membership Latent Dirichlet Allocation
  28 Dec 2016 2 repositories listed
  Topic models (e.
• Partial Membership Latent Dirichlet Allocation
  9 Nov 2015 2 repositories listed
  Topic models (e.
• Reduced-Order Neural Operators: Learning Lagrangian Dynamics on Highly Sparse Graphs
  4 Jul 2024 1 repository listed Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
  We propose accelerating the simulation of Lagrangian dynamics, such as fluid flows, granular flows, and elastoplasticity, with neural-operator-based reduced-order modeling.
• AoSRNet: All-in-One Scene Recovery Networks via Multi-knowledge Integration
  6 Feb 2024 1 repository listed
  Additionally, we suggest a multi-receptive field extraction module (MEM) to attenuate the loss of image texture details caused by GC nonlinear and OLS linear transformations.
• Watermarks in the Sand: Impossibility of Strong Watermarking for Generative Models
  7 Nov 2023 1 repository listed Syntology ran 1 of 1 samples · 0 unverified
  To prove this result, we introduce a generic efficient watermark attack; the attacker is not required to know the private key of the scheme or even which scheme is used.
• Personal Protective Equipment Detection in Extreme Construction Conditions
  25 Jul 2023 1 repository listed
  Object detection has been widely applied for construction safety management, especially personal protective equipment (PPE) detection.
• Pretrained Language Models as Visual Planners for Human Assistance
  17 Apr 2023 1 repository listed
  Given a succinct natural language goal, e.
• Learning to Simulate Daily Activities via Modeling Dynamic Human Needs
  9 Feb 2023 1 repository listed Syntology ran 0 of 4 samples · 4 unverified
  To enhance the fidelity and utility of the generated activity data, our core idea is to model the evolution of human needs as the underlying mechanism that drives activity generation in the simulation model.
• The GA-cal software for the automatic calibration of soil constitutive laws: a tutorial and a user manual
  24 Nov 2022 1 repository listed
  The calibration of an advanced constitutive law for soil is a challenging task.
• Robotic Dough Shaping
  31 Jul 2022 1 repository listed
  The ability to deform soft objects remains a great challenge for robots due to difficulties in defining the problem mathematically.
• Self-Supervised Learning to Guide Scientifically Relevant Categorization of Martian Terrain Images
  21 Apr 2022 1 repository listed
  Automatic terrain recognition in Mars rover images is an important problem not just for navigation, but for scientists interested in studying rock types, and by extension, conditions of the ancient Martian paleoclimate…
• Particle Video Revisited: Tracking Through Occlusions Using Point Trajectories
  8 Apr 2022 1 repository listed Syntology ran 0 of 5 samples · 5 unverified
  In this paper, we revisit Sand and Teller's "particle video" approach, and study pixel tracking as a long-range motion estimation problem, where every pixel is described with a trajectory that locates it in multiple…
• Manipulation of Granular Materials by Learning Particle Interactions
  3 Nov 2021 1 repository listed
  In this paper, we propose to use a graph-based representation to model the interaction dynamics of the material and rigid bodies manipulating it.
• RMA: Rapid Motor Adaptation for Legged Robots
  8 Jul 2021 1 repository listed
  Successful real-world deployment of legged robots would require them to adapt in real-time to unseen scenarios like changing terrains, changing payloads, wear and tear.
• Marine Snow Removal Benchmarking Dataset
  26 Mar 2021 1 repository listed
  This paper introduces a new benchmarking dataset for marine snow removal of underwater images.
• Adaptive Meta-Learning for Identification of Rover-Terrain Dynamics
  21 Sep 2020 1 repository listed Syntology ran 0 of 7 samples · 7 unverified
  Rovers require knowledge of terrain to plan trajectories that maximize safety and efficiency.
• Scale-Adaptive Neural Dense Features: Learning via Hierarchical Context Aggregation
  25 Mar 2019 1 repository listed
  In all cases, we show how incorporating SAND features results in better or comparable results to the baseline, whilst requiring little to no additional training.
• What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models
  21 Dec 2018 1 repository listed
  We further present a comprehensive analysis of neurons with the aim to address the following questions: i) how localized or distributed are different linguistic properties in the models?
• Pontogammarus Maeoticus Swarm Optimization: A Metaheuristic Optimization Algorithm
  5 Jul 2018 1 repository listed
  In this algorithm, global optima is modeled as sea edge (coast) to which Gammarus creatures are willing to move in order to rest from sea waves and forage in sand.
• Deep Texture Manifold for Ground Terrain Recognition
  29 Mar 2018 1 repository listed
  The GTOS database (comprised of over 30, 000 images of 40 classes of ground terrain in outdoor scenes) enables supervised recognition.

Syntology lines on 7 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.