Browse State-of-the-Art › Pose Estimation › Papers where code ran, page 4

Pose Estimation

Papers archive 2025-07-28

archive papers tagged: 4,228 · with a code link: 1,679 · where Syntology ran a sample: 376 (327 with a run with no instrument failure, 49 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (376 of 4,228 tagged: 327 with a run with no instrument failure, 49 where every run was a failure of Syntology's instrument)

Syntology We ran code from the paper's repository; we did not run it on this task or check it against the task's benchmarks.

Page 4 of 4: papers 301 to 376 of the 376 tagged papers where Syntology ran at least one harvested sample (327 with a run with no instrument failure, 49 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Quaternion Equivariant Capsule Networks for 3D Point Clouds
  27 Dec 2019 2 repositories listed Syntology 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• Category-Level Articulated Object Pose Estimation
  26 Dec 2019 2 repositories listed Syntology community repositories only · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 12 harvested samples)
• DeepSFM: Structure From Motion Via Deep Bundle Adjustment
  20 Dec 2019 1 repository listed Syntology 14 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 16 harvested samples)
• Self-Supervised 3D Keypoint Learning for Ego-motion Estimation
  7 Dec 2019 1 repository listed Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 1 pointer-only (licence)
• Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference
  6 Dec 2019 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Why Having 10,000 Parameters in Your Camera Model is Better Than Twelve
  5 Dec 2019 2 repositories listed Syntology community repositories only · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples)
• Generating 3D People in Scenes without People
  5 Dec 2019 3 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• SuperGlue: Learning Feature Matching with Graph Neural Networks
  26 Nov 2019 19 repositories listed Syntology community repositories only · 16 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 5 where Syntology's instrument failed) · 6 unverified (of 22 harvested samples) · 6 pointer-only (licence)
• PVN3D: A Deep Point-wise 3D Keypoints Voting Network for 6DoF Pose Estimation
  11 Nov 2019 3 repositories listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Chirality Nets for Human Pose Regression
  31 Oct 2019 1 repository listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Form2Fit: Learning Shape Priors for Generalizable Assembly from Disassembly
  30 Oct 2019 1 repository listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
• 6-PACK: Category-level 6D Pose Tracker with Anchor-Based Keypoints
  23 Oct 2019 2 repositories listed Syntology official (archive's flag): 14 ran · 15 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 0 violated, 15 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 15 harvested samples) · 1 pointer-only (licence)
• Distribution-Aware Coordinate Representation for Human Pose Estimation
  14 Oct 2019 6 repositories listed Syntology community repositories only · 6 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 5 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 1 pointer-only (licence)
• Self-Supervised Learning of Depth and Motion Under Photometric Inconsistency
  19 Sep 2019 1 repository listed Syntology 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 15 harvested samples)
• Cross View Fusion for 3D Human Pose Estimation
  3 Sep 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Satellite Pose Estimation with Deep Landmark Regression and Nonlinear Pose Refinement
  30 Aug 2019 1 repository listed Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 1 pointer-only (licence)
• A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image
  27 Aug 2019 2 repositories listed Syntology official (archive's flag): 6 ran · 8 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 6 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples)
• HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation
  27 Aug 2019 19 repositories listed Syntology official (archive's flag): 2 ran · 17 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 4 where Syntology's instrument failed) · 10 unverified (of 27 harvested samples) · 2 pointer-only (licence)
• Three-D Safari: Learning to Estimate Zebra Pose, Shape, and Texture from Images "In the Wild"
  20 Aug 2019 1 repository listed Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 17 harvested samples)
• Pix2Pose: Pixel-Wise Coordinate Regression of Objects for 6D Pose Estimation
  20 Aug 2019 3 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 8 harvested samples)
• Deep High-Resolution Representation Learning for Visual Recognition
  20 Aug 2019 42 repositories listed Syntology 21 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 0 honoured, 1 violated, 18 with no contract checked; 2 where Syntology's instrument failed) · 13 unverified (of 34 harvested samples) · 21 pointer-only (licence)
• Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image
  26 Jul 2019 4 repositories listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• Pose Estimation for Non-Cooperative Rendezvous Using Neural Networks
  24 Jun 2019 1 repository listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 4 harvested samples)
• Pose from Shape: Deep Pose Estimation for Arbitrary 3D Objects
  12 Jun 2019 2 repositories listed Syntology 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 1 pointer-only (licence)
• Learnable Triangulation of Human Pose
  14 May 2019 1 repository listed Syntology 16 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 0 violated, 15 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 17 harvested samples) · 1 pointer-only (licence)
• Exploiting temporal context for 3D human pose estimation in the wild
  10 May 2019 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Convolutional Mesh Regression for Single-Image Human Shape Reconstruction
  8 May 2019 2 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
• LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking
  7 May 2019 2 repositories listed Syntology official (archive's flag): 9 ran · 11 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 16 harvested samples)
• Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network
  11 Apr 2019 2 repositories listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 11 harvested samples)
• High-Resolution Representations for Labeling Pixels and Regions
  9 Apr 2019 39 repositories listed Syntology official: harvested, nothing ran · 14 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 18 harvested samples) · 11 pointer-only (licence)
• Normalized Diversification
  7 Apr 2019 1 repository listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 2 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking
  2 Apr 2019 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Understanding the Limitations of CNN-based Absolute Camera Pose Regression
  18 Mar 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• DPOD: 6D Pose Object Detector and Refiner
  28 Feb 2019 2 repositories listed Syntology community repositories only · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• Deep High-Resolution Representation Learning for Human Pose Estimation
  25 Feb 2019 39 repositories listed Syntology official (archive's flag): 8 ran · 16 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 8 where Syntology's instrument failed) · 9 unverified (of 25 harvested samples) · 2 pointer-only (licence)
• Implicit 3D Orientation Learning for 6D Object Detection from RGB Images
  4 Feb 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 5 harvested samples)
• DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images
  23 Jan 2019 5 repositories listed Syntology official: no sample here; runs from other or unrecorded repositories · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
• DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion
  15 Jan 2019 8 repositories listed Syntology 17 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 19 harvested samples) · 1 pointer-only (licence)
• Fast and Robust Multi-Person 3D Pose Estimation from Multiple Views
  14 Jan 2019 4 repositories listed Syntology 15 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 1 violated, 13 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 19 harvested samples)
• Normalized Object Coordinate Space for Category-Level 6D Object Pose and Size Estimation
  9 Jan 2019 10 repositories listed Syntology community repositories only · 18 ran (of which 0 constructed an object rather than computing a result; 18 with no instrument failure: 0 honoured, 0 violated, 18 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 20 harvested samples)
• PVNet: Pixel-wise Voting Network for 6DoF Pose Estimation
  31 Dec 2018 5 repositories listed Syntology 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 2 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples)
• OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
  18 Dec 2018 51 repositories listed Syntology official: no sample here; runs from other or unrecorded repositories · 12 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 16 harvested samples) · 2 pointer-only (licence)
• Segmentation-driven 6D Object Pose Estimation
  6 Dec 2018 5 repositories listed Syntology community repositories only · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
• Estimating 6D Pose From Localizing Designated Surface Keypoints
  4 Dec 2018 6 repositories listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples)
• Parsing R-CNN for Instance-Level Human Analysis
  30 Nov 2018 2 repositories listed Syntology official (archive's flag): 5 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• Joint Monocular 3D Vehicle Detection and Tracking
  26 Nov 2018 1 repository listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation
  31 Oct 2018 1 repository listed Syntology official (archive's flag): 16 ran · 16 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 0 violated, 15 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 18 harvested samples) · 1 pointer-only (licence)
• Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation
  17 Aug 2018 2 repositories listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Neural Ordinary Differential Equations
  19 Jun 2018 56 repositories listed Syntology community repositories only · 98 ran (of which 44 constructed an object rather than computing a result; 65 with no instrument failure: 2 honoured, 5 violated, 58 with no contract checked; 33 where Syntology's instrument failed) · 26 unverified (of 124 harvested samples) · 43 pointer-only (licence)
• A Mixed Classification-Regression Framework for 3D Pose Estimation from 2D Images
  8 May 2018 1 repository listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Computing CNN Loss and Gradients for Pose Estimation with Riemannian Geometry
  2 May 2018 1 repository listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Face Alignment in Full Pose Range: A 3D Total Solution
  2 Apr 2018 2 repositories listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• DeepIM: Deep Iterative Matching for 6D Pose Estimation
  31 Mar 2018 2 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Pose2Seg: Detection Free Human Instance Segmentation
  28 Mar 2018 7 repositories listed Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 16 harvested samples)
• GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose
  6 Mar 2018 3 repositories listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 8 harvested samples)
• Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep Learning
  3 Mar 2018 2 repositories listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• 2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning
  26 Feb 2018 2 repositories listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 20 unverified (of 25 harvested samples)
• Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB
  9 Dec 2017 5 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• Exploiting temporal information for 3D pose estimation
  23 Nov 2017 1 repository listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Non-local Neural Networks
  21 Nov 2017 32 repositories listed Syntology official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Fine-Grained Head Pose Estimation Without Keypoints
  2 Oct 2017 14 repositories listed Syntology community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Unsupervised Deep Homography: A Fast and Robust Homography Estimation Model
  12 Sep 2017 3 repositories listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• A simple yet effective baseline for 3d human pose estimation
  8 May 2017 14 repositories listed Syntology community repositories only · 5 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples)
• First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations
  8 Apr 2017 1 repository listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Deep Residual Learning for Instrument Segmentation in Robotic Surgery
  24 Mar 2017 1 repository listed Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 16 harvested samples)
• Mask R-CNN
  20 Mar 2017 179 repositories listed Syntology 101 ran (of which 3 constructed an object rather than computing a result; 90 with no instrument failure: 0 honoured, 0 violated, 90 with no contract checked; 11 where Syntology's instrument failed) · 39 unverified (of 140 harvested samples) · 32 pointer-only (licence)
• SegICP: Integrated Deep Semantic Segmentation and Pose Estimation
  5 Mar 2017 2 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• Learning from Synthetic Humans
  5 Jan 2017 2 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Learning from Simulated and Unsupervised Images through Adversarial Training
  22 Dec 2016 9 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• ArtTrack: Articulated Multi-person Tracking in the Wild
  5 Dec 2016 14 repositories listed Syntology 24 ran (of which 0 constructed an object rather than computing a result; 24 with no instrument failure: 0 honoured, 1 violated, 23 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 29 harvested samples) · 2 pointer-only (licence)
• 3D Bounding Box Estimation Using Deep Learning and Geometry
  1 Dec 2016 11 repositories listed Syntology 19 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 1 honoured, 0 violated, 16 with no contract checked; 2 where Syntology's instrument failed) · 8 unverified (of 27 harvested samples) · 5 pointer-only (licence)
• Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
  24 Nov 2016 61 repositories listed Syntology community repositories only · 18 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 1 honoured, 1 violated, 14 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 23 harvested samples) · 4 pointer-only (licence)
• Associative Embedding: End-to-End Learning for Joint Detection and Grouping
  16 Nov 2016 5 repositories listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples)
• Stacked Hourglass Networks for Human Pose Estimation
  22 Mar 2016 46 repositories listed Syntology 24 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 0 honoured, 0 violated, 22 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 25 harvested samples) · 1 pointer-only (licence)
• Convolutional Pose Machines
  30 Jan 2016 50 repositories listed Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 4 harvested samples) · 3 pointer-only (licence)
• Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation
  11 Jun 2014 1 repository listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)

Syntology lines on 76 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; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.