| MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation |
1 |
2 |
29 Jun 2025 |
official (archive's flag): 9 ran · 9 ran (of which 7 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) · 4 unverified |
| Scene-Centric Unsupervised Panoptic Segmentation |
1 |
3 |
2 Apr 2025 |
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) · 5 unverified |
| UniDepthV2: Universal Monocular Metric Depth Estimation Made Simpler |
1 |
1 |
27 Feb 2025 |
official (archive's flag): 2 ran · 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 (2 pointer-only for licence) |
| PrimeDepth: Efficient Monocular Depth Estimation with a Stable Diffusion Preimage |
1 |
2 |
13 Sep 2024 |
official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 2 honoured, 3 violated, 5 with no contract checked; 4 where Syntology's instrument failed) · 1 unverified (6 pointer-only for licence) |
| Let Go of Your Labels with Unsupervised Transfer |
1 |
1 |
11 Jun 2024 |
official (archive's flag): 3 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 (4 pointer-only for licence) |
| GaussianCity: Generative Gaussian Splatting for Unbounded 3D City Generation |
1 |
1 |
10 Jun 2024 |
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) · 3 unverified (10 pointer-only for licence) |
| SPIdepth: Strengthened Pose Information for Self-supervised Monocular Depth Estimation |
1 |
2 |
18 Apr 2024 |
official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 1 violated, 9 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (3 pointer-only for licence) |
| MoCha-Stereo: Motif Channel Attention Network for Stereo Matching |
1 |
2 |
10 Apr 2024 |
official (archive's flag): 17 ran · 17 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; 6 where Syntology's instrument failed) · 0 unverified (6 pointer-only for licence) |
| ECoDepth: Effective Conditioning of Diffusion Models for Monocular Depth Estimation |
1 |
1 |
27 Mar 2024 |
official (archive's flag): 11 ran · 11 ran (of which 1 constructed an object rather than computing a result; 6 with no instrument failure: 2 honoured, 2 violated, 2 with no contract checked; 5 where Syntology's instrument failed) · 4 unverified (15 pointer-only for licence) |
| UniDepth: Universal Monocular Metric Depth Estimation |
3 |
1 |
27 Mar 2024 |
official (archive's flag): 15 ran · 16 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; 11 where Syntology's instrument failed) · 10 unverified (25 pointer-only for licence) |
| Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation |
1 |
1 |
22 Mar 2024 |
official (archive's flag): 3 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) · 0 unverified |
| Adaptive Fusion of Single-View and Multi-View Depth for Autonomous Driving |
1 |
1 |
12 Mar 2024 |
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 (1 pointer-only for licence) |
| Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data |
7 |
1 |
19 Jan 2024 |
official (archive's flag): 1 ran · 9 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; 2 where Syntology's instrument failed) · 2 unverified |
| Unsupervised Universal Image Segmentation |
2 |
1 |
28 Dec 2023 |
official (archive's flag): 6 ran · 13 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 7 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence) |
| Manydepth2: Motion-Aware Self-Supervised Multi-Frame Monocular Depth Estimation in Dynamic Scenes |
1 |
3 |
23 Dec 2023 |
6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified |
| Harnessing Diffusion Models for Visual Perception with Meta Prompts |
1 |
1 |
22 Dec 2023 |
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, 2 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence) |
| Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation |
4 |
1 |
4 Dec 2023 |
official (archive's flag): 9 ran · 22 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 0 honoured, 3 violated, 16 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (5 pointer-only for licence) |
| IEBins: Iterative Elastic Bins for Monocular Depth Estimation |
1 |
1 |
25 Sep 2023 |
official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (6 pointer-only for licence) |
| DINOv2: Learning Robust Visual Features without Supervision |
26 |
1 |
14 Apr 2023 |
community repositories only · 39 ran (of which 13 constructed an object rather than computing a result; 35 with no instrument failure: 2 honoured, 0 violated, 33 with no contract checked; 4 where Syntology's instrument failed) · 7 unverified (12 pointer-only for licence) |
| iDisc: Internal Discretization for Monocular Depth Estimation |
2 |
1 |
13 Apr 2023 |
official (archive's flag): 5 ran · 5 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (6 pointer-only for licence) |
| Spherical Transformer for LiDAR-based 3D Recognition |
2 |
1 |
22 Mar 2023 |
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) · 4 unverified (5 pointer-only for licence) |
| A Dynamic Multi-Scale Voxel Flow Network for Video Prediction |
1 |
1 |
17 Mar 2023 |
official (archive's flag): 3 ran · 3 ran (of which 2 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) · 1 unverified |
| Virtual Sparse Convolution for Multimodal 3D Object Detection |
1 |
1 |
4 Mar 2023 |
official (archive's flag): 3 ran · 3 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified |
| URCDC-Depth: Uncertainty Rectified Cross-Distillation with CutFlip for Monocular Depth Estimation |
1 |
1 |
16 Feb 2023 |
official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (5 pointer-only for licence) |
| Cross-Modality Knowledge Distillation Network for Monocular 3D Object Detection |
1 |
8 |
14 Nov 2022 |
official (archive's flag): 1 ran · 1 ran (of which 1 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; the one sample that ran constructed an object rather than computing a result |
| MDFlow: Unsupervised Optical Flow Learning by Reliable Mutual Knowledge Distillation |
1 |
2 |
11 Nov 2022 |
official (archive's flag): 1 ran · 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 (1 pointer-only for licence) |
| Attention Attention Everywhere: Monocular Depth Prediction with Skip Attention |
1 |
1 |
17 Oct 2022 |
official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (11 pointer-only for licence) |
| MonoViT: Self-Supervised Monocular Depth Estimation with a Vision Transformer |
1 |
2 |
6 Aug 2022 |
official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence) |
| DEVIANT: Depth EquiVarIAnt NeTwork for Monocular 3D Object Detection |
2 |
1 |
21 Jul 2022 |
official (archive's flag): 3 ran · 9 ran (of which 3 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 1 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 6 unverified |
| Depthformer : Multiscale Vision Transformer For Monocular Depth Estimation With Local Global Information Fusion |
1 |
1 |
10 Jul 2022 |
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) · 1 unverified (2 pointer-only for licence) |
| GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation |
1 |
2 |
6 Jul 2022 |
official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified |
| Dyna-DM: Dynamic Object-aware Self-supervised Monocular Depth Maps |
1 |
1 |
8 Jun 2022 |
official: no sample here; runs from other or unrecorded repositories · 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 (1 pointer-only for licence) |
| Revealing the Dark Secrets of Masked Image Modeling |
1 |
2 |
26 May 2022 |
official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 1 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified |
| BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation |
2 |
1 |
3 Apr 2022 |
official (archive's flag): 5 ran · 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) · 0 unverified |
| CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow |
1 |
1 |
31 Mar 2022 |
official (archive's flag): 7 ran · 7 ran (of which 4 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) · 5 unverified (12 pointer-only for licence) |
| FlowFormer: A Transformer Architecture for Optical Flow |
1 |
1 |
30 Mar 2022 |
official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified |
| Disentangling Object Motion and Occlusion for Unsupervised Multi-frame Monocular Depth |
1 |
1 |
29 Mar 2022 |
official (archive's flag): 2 ran · 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) · 1 unverified (3 pointer-only for licence) |
| Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking |
7 |
1 |
27 Mar 2022 |
official (archive's flag): 2 ran · 27 ran (of which 0 constructed an object rather than computing a result; 24 with no instrument failure: 9 honoured, 0 violated, 15 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (13 pointer-only for licence) |
| Global Matching with Overlapping Attention for Optical Flow Estimation |
1 |
2 |
21 Mar 2022 |
official (archive's flag): 7 ran · 7 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; 2 where Syntology's instrument failed) · 7 unverified |
| NeW CRFs: Neural Window Fully-connected CRFs for Monocular Depth Estimation |
1 |
1 |
3 Mar 2022 |
official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (10 pointer-only for licence) |
| Geometric Transformer for Fast and Robust Point Cloud Registration |
2 |
1 |
14 Feb 2022 |
community repositories only · 4 ran (of which 4 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) · 5 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (9 pointer-only for licence) |
| Global-Local Path Networks for Monocular Depth Estimation with Vertical CutDepth |
4 |
1 |
19 Jan 2022 |
community repositories only · 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) · 1 unverified |
| Channel-Wise Attention-Based Network for Self-Supervised Monocular Depth Estimation |
1 |
1 |
24 Dec 2021 |
official: no sample here; runs from other or unrecorded repositories · 2 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; 1 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence) |
| Learning Auxiliary Monocular Contexts Helps Monocular 3D Object Detection |
2 |
1 |
9 Dec 2021 |
official (archive's flag): 11 ran · 13 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 1 violated, 9 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (12 pointer-only for licence) |
| Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation |
1 |
2 |
26 Sep 2021 |
official (archive's flag): 1 ran · 1 ran (of which 1 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; the one sample that ran constructed an object rather than computing a result |
| Advancing Self-supervised Monocular Depth Learning with Sparse LiDAR |
2 |
1 |
20 Sep 2021 |
official (archive's flag): 15 ran · 15 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 1 honoured, 0 violated, 13 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| MobileStereoNet: Towards Lightweight Deep Networks for Stereo Matching |
4 |
2 |
22 Aug 2021 |
official (archive's flag): 1 ran · 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) · 0 unverified |
| LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector |
1 |
3 |
18 Aug 2021 |
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 (3 pointer-only for licence) |
| Is Pseudo-Lidar needed for Monocular 3D Object detection? |
2 |
6 |
13 Aug 2021 |
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 |
| Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds |
2 |
1 |
10 Aug 2021 |
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) · 1 unverified |
| Perceiver IO: A General Architecture for Structured Inputs & Outputs |
9 |
1 |
30 Jul 2021 |
community repositories only · 7 ran (of which 4 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified |
| Self-Supervised Multi-Frame Monocular Scene Flow |
1 |
2 |
5 May 2021 |
official (archive's flag): 5 ran · 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) · 1 unverified |
| EagerMOT: 3D Multi-Object Tracking via Sensor Fusion |
3 |
1 |
29 Apr 2021 |
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) · 1 unverified |
| M3DeTR: Multi-representation, Multi-scale, Mutual-relation 3D Object Detection with Transformers |
1 |
17 |
24 Apr 2021 |
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) · 3 unverified |
| SE-SSD: Self-Ensembling Single-Stage Object Detector From Point Cloud |
1 |
5 |
20 Apr 2021 |
official (archive's flag): 5 ran · 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) · 0 unverified |
| Objects are Different: Flexible Monocular 3D Object Detection |
3 |
1 |
6 Apr 2021 |
official (archive's flag): 5 ran · 14 ran (of which 1 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 8 where Syntology's instrument failed) · 6 unverified (2 pointer-only for licence) |
| Learning to Estimate Hidden Motions with Global Motion Aggregation |
2 |
1 |
6 Apr 2021 |
official (archive's flag): 1 ran · 4 ran (of which 1 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 (1 pointer-only for licence) |
| Deep Two-View Structure-from-Motion Revisited |
1 |
1 |
1 Apr 2021 |
official (archive's flag): 18 ran · 18 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; 1 where Syntology's instrument failed) · 3 unverified (2 pointer-only for licence) |
| GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object Detection |
1 |
1 |
31 Mar 2021 |
official (archive's flag): 5 ran · 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 |
| Delving into Localization Errors for Monocular 3D Object Detection |
1 |
1 |
30 Mar 2021 |
official (archive's flag): 1 ran · 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 |
| Depth-conditioned Dynamic Message Propagation for Monocular 3D Object Detection |
1 |
1 |
30 Mar 2021 |
official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 8 unverified (1 pointer-only for licence) |
| COTR: Correspondence Transformer for Matching Across Images |
1 |
4 |
25 Mar 2021 |
official (archive's flag): 1 ran · 1 ran (of which 1 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; the one sample that ran constructed an object rather than computing a result |
| Vision Transformers for Dense Prediction |
15 |
1 |
24 Mar 2021 |
65 ran (of which 19 constructed an object rather than computing a result; 32 with no instrument failure: 0 honoured, 0 violated, 32 with no contract checked; 33 where Syntology's instrument failed) · 51 unverified (15 pointer-only for licence) |
| MonoRUn: Monocular 3D Object Detection by Reconstruction and Uncertainty Propagation |
1 |
1 |
23 Mar 2021 |
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 |
| PointDSC: Robust Point Cloud Registration using Deep Spatial Consistency |
1 |
2 |
9 Mar 2021 |
official (archive's flag): 2 ran · 2 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (3 pointer-only for licence) |
| FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation |
2 |
3 |
8 Mar 2021 |
official: no sample here; runs from other or unrecorded repositories · 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 (2 pointer-only for licence) |
| Categorical Depth Distribution Network for Monocular 3D Object Detection |
2 |
9 |
1 Mar 2021 |
official (archive's flag): 2 ran · 2 ran (of which 2 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; every one of the 2 samples that ran constructed an object rather than computing a result |
| HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation |
1 |
4 |
14 Dec 2020 |
official (archive's flag): 1 ran · 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 |
| UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning |
2 |
2 |
1 Dec 2020 |
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 |
| Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations |
2 |
3 |
20 Aug 2020 |
community repositories only · 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) · 0 unverified (1 pointer-only for licence) |
| HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching |
9 |
1 |
23 Jul 2020 |
community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified |
| Kinematic 3D Object Detection in Monocular Video |
2 |
2 |
19 Jul 2020 |
19 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| Wasserstein Distances for Stereo Disparity Estimation |
1 |
2 |
6 Jul 2020 |
official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 1 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| Deep Global Registration |
2 |
2 |
24 Apr 2020 |
community repositories only · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence) |
| Toward Hierarchical Self-Supervised Monocular Absolute Depth Estimation for Autonomous Driving Applications |
1 |
1 |
12 Apr 2020 |
official: no sample here; runs from other or unrecorded repositories · 2 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; 1 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence) |
| Self-Supervised Monocular Scene Flow Estimation |
1 |
2 |
8 Apr 2020 |
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) · 2 unverified |
| Disp R-CNN: Stereo 3D Object Detection via Shape Prior Guided Instance Disparity Estimation |
1 |
4 |
7 Apr 2020 |
official (archive's flag): 3 ran · 3 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; 3 where Syntology's instrument failed) · 0 unverified |
| Tracking Objects as Points |
7 |
1 |
2 Apr 2020 |
official (archive's flag): 2 ran · 10 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 4 where Syntology's instrument failed) · 6 unverified |
| Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation |
2 |
2 |
29 Mar 2020 |
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) · 1 unverified (1 pointer-only for licence) |
| RAFT: Recurrent All-Pairs Field Transforms for Optical Flow |
17 |
1 |
26 Mar 2020 |
official: harvested, nothing ran · 41 ran (of which 15 constructed an object rather than computing a result; 25 with no instrument failure: 3 honoured, 0 violated, 22 with no contract checked; 16 where Syntology's instrument failed) · 25 unverified (17 pointer-only for licence) |
| MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask |
3 |
5 |
24 Mar 2020 |
official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified |
| D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features |
2 |
2 |
6 Mar 2020 |
official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified |
| SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint Estimation |
3 |
1 |
24 Feb 2020 |
official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| JRMOT: A Real-Time 3D Multi-Object Tracker and a New Large-Scale Dataset |
1 |
1 |
19 Feb 2020 |
official (archive's flag): 15 ran · 15 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; 1 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence) |
| RTM3D: Real-time Monocular 3D Detection from Object Keypoints for Autonomous Driving |
2 |
1 |
10 Jan 2020 |
official (archive's flag): 3 ran · 11 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 3 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (1 pointer-only for licence) |
| DSGN: Deep Stereo Geometry Network for 3D Object Detection |
1 |
4 |
10 Jan 2020 |
official (archive's flag): 5 ran · 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) · 0 unverified (2 pointer-only for licence) |
| PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection |
12 |
11 |
31 Dec 2019 |
community repositories only · 13 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; 0 where Syntology's instrument failed) · 3 unverified (3 pointer-only for licence) |
| Learning Depth-Guided Convolutions for Monocular 3D Object Detection |
2 |
2 |
10 Dec 2019 |
official (archive's flag): 9 ran · 9 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; 2 where Syntology's instrument failed) · 7 unverified (2 pointer-only for licence) |
| FFA-Net: Feature Fusion Attention Network for Single Image Dehazing |
4 |
1 |
18 Nov 2019 |
community repositories only · 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) · 7 unverified |
| GMAN: A Graph Multi-Attention Network for Traffic Prediction |
6 |
1 |
11 Nov 2019 |
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) · 6 unverified |
| Self-Supervised Monocular Depth Hints |
1 |
1 |
19 Sep 2019 |
official (archive's flag): 1 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence) |
| Unsupervised Scale-consistent Depth and Ego-motion Learning from Monocular Video |
2 |
2 |
28 Aug 2019 |
community repositories only · 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) · 1 unverified (3 pointer-only for licence) |
| From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation |
14 |
1 |
24 Jul 2019 |
official (archive's flag): 1 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 2 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (4 pointer-only for licence) |
| M3D-RPN: Monocular 3D Region Proposal Network for Object Detection |
4 |
2 |
13 Jul 2019 |
official (archive's flag): 5 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) · 12 unverified (1 pointer-only for licence) |
| Point-Voxel CNN for Efficient 3D Deep Learning |
4 |
9 |
8 Jul 2019 |
official (archive's flag): 1 ran · 6 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; 4 where Syntology's instrument failed) · 2 unverified (5 pointer-only for licence) |
| Pseudo-LiDAR++: Accurate Depth for 3D Object Detection in Autonomous Driving |
1 |
1 |
14 Jun 2019 |
official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 1 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| Triangulation Learning Network: from Monocular to Stereo 3D Object Detection |
1 |
1 |
4 Jun 2019 |
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) · 2 unverified |
| Seamless Scene Segmentation |
5 |
1 |
3 May 2019 |
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 |
| SelFlow: Self-Supervised Learning of Optical Flow |
1 |
2 |
19 Apr 2019 |
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) · 5 unverified |
| PWOC-3D: Deep Occlusion-Aware End-to-End Scene Flow Estimation |
1 |
1 |
12 Apr 2019 |
official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified |