Methods › Computer Vision › Object Detection Models › Mask R-CNN › Papers, page 4
Mask R-CNN
Papers archive 2025-07-28
archive papers tagged: 420 · with a code link: 183 · where Syntology ran a sample: 59 (49 with a run with no instrument failure, 10 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (59 of 420 tagged: 49 with a run with no instrument failure, 10 where every run was a failure of Syntology's instrument)
Page 4 of 5: papers 301 to 400 of 420, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “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 instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. 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; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Fully Convolutional Networks for Automatically Generating Image Masks to Train Mask R-CNN 3 Mar 2020 · 0 repositories · arXiv:2003.01383
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Learning in the Frequency Domain 27 Feb 2020 · 4 repositories · arXiv:2002.12416Syntology 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)
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Towards Bounding-Box Free Panoptic Segmentation 18 Feb 2020 · 0 repositories · arXiv:2002.07705
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Automatic detection and counting of retina cell nuclei using deep learning 10 Feb 2020 · 0 repositories · arXiv:2002.03563
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Segmenting Unseen Industrial Components in a Heavy Clutter Using RGB-D Fusion and Synthetic Data 10 Feb 2020 · 1 repository · arXiv:2002.03501
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Ellipse R-CNN: Learning to Infer Elliptical Object from Clustering and Occlusion 30 Jan 2020 · 0 repositories · arXiv:2001.11584
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Weakly Supervised Instance Segmentation by Deep Community Learning 30 Jan 2020 · 0 repositories · arXiv:2001.11207
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GraphBGS: Background Subtraction via Recovery of Graph Signals 17 Jan 2020 · 0 repositories · arXiv:2001.06404
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Can Giraffes Become Birds? An Evaluation of Image-to-image Translation for Data Generation 10 Jan 2020 · 0 repositories · arXiv:2001.03637
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Adaptive Control of Embedding Strength in Image Watermarking using Neural Networks 9 Jan 2020 · 0 repositories · arXiv:2001.03251
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A Multi-oriented Chinese Keyword Spotter Guided by Text Line Detection 3 Jan 2020 · 0 repositories · arXiv:2001.00722
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BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation 2 Jan 2020 · 9 repositories · arXiv:2001.00309
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PointRend: Image Segmentation as Rendering 17 Dec 2019 · 14 repositories · arXiv:1912.08193Syntology community repositories only · 16 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; 3 where Syntology's instrument failed) · 2 unverified (of 18 harvested samples)
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A Hybrid Approach and Unified Framework for Bibliographic Reference Extraction 16 Dec 2019 · 0 repositories · arXiv:1912.07266
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The Benefits of Close-Domain Fine-Tuning for Table Detection in Document Images 12 Dec 2019 · 1 repository · arXiv:1912.05846
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HistoNet: Predicting size histograms of object instances 11 Dec 2019 · 1 repository · arXiv:1912.05227
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UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation 11 Dec 2019 · 13 repositories · arXiv:1912.05074Syntology community repositories only · 4 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; 1 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation 10 Dec 2019 · 0 repositories · arXiv:1912.04573
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SOLO: Segmenting Objects by Locations 10 Dec 2019 · 24 repositories · arXiv:1912.04488
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SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization 10 Dec 2019 · 13 repositories · arXiv:1912.05027
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EmbedMask: Embedding Coupling for One-stage Instance Segmentation 4 Dec 2019 · 3 repositories · arXiv:1912.01954
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Learning scale-variant features for robust iris authentication with deep learning based ensemble framework 2 Dec 2019 · 0 repositories · arXiv:1912.00756
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Deeply Shape-guided Cascade for Instance Segmentation 25 Nov 2019 · 1 repository · arXiv:1911.11263
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Computer Vision-based Accident Detection in Traffic Surveillance 22 Nov 2019 · 0 repositories · arXiv:1911.10037
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Evaluating the Transferability and Adversarial Discrimination of Convolutional Neural Networks for Threat Object Detection and Classification within X-Ray Security Imagery 20 Nov 2019 · 0 repositories · arXiv:1911.08966
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Toward Filament Segmentation Using Deep Neural Networks 20 Nov 2019 · 0 repositories · arXiv:1912.02743
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CenterMask : Real-Time Anchor-Free Instance Segmentation 15 Nov 2019 · 8 repositories · arXiv:1911.06667Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Momentum Contrast for Unsupervised Visual Representation Learning 13 Nov 2019 · 44 repositories · arXiv:1911.05722Syntology community repositories only · 28 ran (of which 16 constructed an object rather than computing a result; 23 with no instrument failure: 0 honoured, 0 violated, 23 with no contract checked; 5 where Syntology's instrument failed) · 14 unverified (of 42 harvested samples) · 19 pointer-only (licence)
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Equalization Loss for Large Vocabulary Instance Segmentation 12 Nov 2019 · 0 repositories · arXiv:1911.04692
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Detecting Driveable Area for Autonomous Vehicles 7 Nov 2019 · 0 repositories · arXiv:1911.02740
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Visual Appearance Based Person Retrieval in Unconstrained Environment Videos 31 Oct 2019 · 0 repositories · arXiv:1910.14565
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Region-based Convolution Neural Network Approach for Accurate Segmentation of Pelvic Radiograph 29 Oct 2019 · 0 repositories · arXiv:1910.13231
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Reinforced Bit Allocation under Task-Driven Semantic Distortion Metrics 16 Oct 2019 · 0 repositories · arXiv:1910.07392
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ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks 8 Oct 2019 · 13 repositories · arXiv:1910.03151Syntology official (archive's flag): 3 ran · 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) · 5 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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Embodied Amodal Recognition: Learning to Move to Perceive Objects 1 Oct 2019 · 0 repositories
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Meta R-CNN: Towards General Solver for Instance-Level Low-Shot Learning 1 Oct 2019 · 1 repository
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Meta R-CNN : Towards General Solver for Instance-level Few-shot Learning 28 Sep 2019 · 0 repositories · arXiv:1909.13032
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DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation 27 Sep 2019 · 1 repository · arXiv:1909.12471
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Deep Mangoes: from fruit detection to cultivar identification in colour images of mango trees 24 Sep 2019 · 0 repositories · arXiv:1909.10939
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To What Extent Does Downsampling, Compression, and Data Scarcity Impact Renal Image Analysis? 22 Sep 2019 · 0 repositories · arXiv:1909.09945
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re-OBJ: Jointly Learning the Foreground and Background for Object Instance Re-identification 17 Sep 2019 · 1 repository · arXiv:1909.07704
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CBNet: A Novel Composite Backbone Network Architecture for Object Detection 9 Sep 2019 · 6 repositories · arXiv:1909.03625Syntology 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) · 2 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Understanding the Effects of Pre-Training for Object Detectors via Eigenspectrum 9 Sep 2019 · 0 repositories · arXiv:1909.04021
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An Objectness Score for Accurate and Fast Detection during Navigation 26 Aug 2019 · 0 repositories · arXiv:1909.05626
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InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting 21 Aug 2019 · 3 repositories · arXiv:1908.07801
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Deep High-Resolution Representation Learning for Visual Recognition 20 Aug 2019 · 42 repositories · arXiv:1908.07919Syntology 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)
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Explicit Shape Encoding for Real-Time Instance Segmentation 12 Aug 2019 · 1 repository · arXiv:1908.04067
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MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation 12 Aug 2019 · 15 repositories · arXiv:1908.04373
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Channel Decomposition into Painting Actions 10 Aug 2019 · 1 repository · arXiv:1908.04694
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Attentive Normalization 4 Aug 2019 · 2 repositories · arXiv:1908.01259
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Extract and Merge: Merging extracted humans from different images utilizing Mask R-CNN 1 Aug 2019 · 0 repositories · arXiv:1908.00398
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Deep Learning architectures for generalized immunofluorescence based nuclear image segmentation 30 Jul 2019 · 1 repository · arXiv:1907.12975
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Polyp Detection and Segmentation using Mask R-CNN: Does a Deeper Feature Extractor CNN Always Perform Better? 22 Jul 2019 · 0 repositories · arXiv:1907.09180
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Human Extraction and Scene Transition utilizing Mask R-CNN 20 Jul 2019 · 0 repositories · arXiv:1907.08884
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MaskPlus: Improving Mask Generation for Instance Segmentation 15 Jul 2019 · 0 repositories · arXiv:1907.06713
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And the Bit Goes Down: Revisiting the Quantization of Neural Networks 12 Jul 2019 · 3 repositories · arXiv:1907.05686Syntology 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)
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Where are the Masks: Instance Segmentation with Image-level Supervision 2 Jul 2019 · 1 repository · arXiv:1907.01430
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Fully automatic computer-aided mass detection and segmentation via pseudo-color mammograms and Mask R-CNN 28 Jun 2019 · 1 repository · arXiv:1906.12118
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Cascade R-CNN: High Quality Object Detection and Instance Segmentation 24 Jun 2019 · 4 repositories · arXiv:1906.09756
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6D-VNet: End-to-end 6DoF Vehicle Pose Estimation from Monocular RGB Images 15 Jun 2019 · 1 repository
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Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification 14 Jun 2019 · 1 repository · arXiv:1906.06058
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Risky Action Recognition in Lane Change Video Clips using Deep Spatiotemporal Networks with Segmentation Mask Transfer 7 Jun 2019 · 3 repositories · arXiv:1906.02859
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Omnidirectional Scene Text Detection with Sequential-free Box Discretization 6 Jun 2019 · 1 repository · arXiv:1906.02371Syntology 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) · 4 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Exploiting Offset-guided Network for Pose Estimation and Tracking 4 Jun 2019 · 0 repositories · arXiv:1906.01344
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Data Augmentation for Object Detection via Progressive and Selective Instance-Switching 2 Jun 2019 · 1 repository · arXiv:1906.00358
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iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images 30 May 2019 · 3 repositories · arXiv:1905.12886Syntology 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 (of 1 harvested sample) · 1 pointer-only (licence)
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Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks 23 May 2019 · 3 repositories · arXiv:1905.09646Syntology community repositories only · 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) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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U-Net Based Multi-instance Video Object Segmentation 19 May 2019 · 0 repositories · arXiv:1905.07826
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Video Instance Segmentation 12 May 2019 · 6 repositories · arXiv:1905.04804Syntology community repositories only · 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) · 2 unverified (of 11 harvested samples) · 1 pointer-only (licence)
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GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond 25 Apr 2019 · 9 repositories · arXiv:1904.11492
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An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection 22 Apr 2019 · 12 repositories · arXiv:1904.09730
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NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection 16 Apr 2019 · 8 repositories · arXiv:1904.07392
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Single Pixel Reconstruction for One-stage Instance Segmentation 16 Apr 2019 · 0 repositories · arXiv:1904.07426
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Rethinking Classification and Localization for Object Detection 13 Apr 2019 · 2 repositories · arXiv:1904.06493
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Embodied Visual Recognition 9 Apr 2019 · 0 repositories · arXiv:1904.04404
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Res2Net: A New Multi-scale Backbone Architecture 2 Apr 2019 · 34 repositories · arXiv:1904.01169Syntology 5 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; 2 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Deep Learning for Large-Scale Traffic-Sign Detection and Recognition 1 Apr 2019 · 1 repository · arXiv:1904.00649Syntology 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) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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Pyramid Mask Text Detector 28 Mar 2019 · 2 repositories · arXiv:1903.11800
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TensorMask: A Foundation for Dense Object Segmentation 28 Mar 2019 · 2 repositories · arXiv:1903.12174
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Iris R-CNN: Accurate Iris Segmentation in Non-cooperative Environment 25 Mar 2019 · 0 repositories · arXiv:1903.10140
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AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design 18 Mar 2019 · 0 repositories · arXiv:1903.07209
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Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification from the Bottom Up 7 Mar 2019 · 1 repository · arXiv:1903.02827Syntology 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 (of 9 harvested samples)
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Mask Scoring R-CNN 1 Mar 2019 · 3 repositories · arXiv:1903.00241Syntology 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) · 2 pointer-only (licence)
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DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images 23 Jan 2019 · 5 repositories · arXiv:1901.07973Syntology 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)
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ULDor: A Universal Lesion Detector for CT Scans with Pseudo Masks and Hard Negative Example Mining 18 Jan 2019 · 1 repository · arXiv:1901.06359
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UPSNet: A Unified Panoptic Segmentation Network 12 Jan 2019 · 1 repository · arXiv:1901.03784Syntology 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 (of 3 harvested samples) · 3 pointer-only (licence)
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Residual Attention based Network for Hand Bone Age Assessment 21 Dec 2018 · 0 repositories · arXiv:1901.05876
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Unconstrained Iris Segmentation using Convolutional Neural Networks 19 Dec 2018 · 0 repositories · arXiv:1812.08245
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PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image 10 Dec 2018 · 2 repositories · arXiv:1812.04072
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Online Model Distillation for Efficient Video Inference 6 Dec 2018 · 1 repository · arXiv:1812.02699Syntology 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)
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ApolloCar3D: A Large 3D Car Instance Understanding Benchmark for Autonomous Driving 29 Nov 2018 · 0 repositories · arXiv:1811.12222
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Deep Regionlets: Blended Representation and Deep Learning for Generic Object Detection 28 Nov 2018 · 0 repositories · arXiv:1811.11318
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One-Shot Instance Segmentation 28 Nov 2018 · 3 repositories · arXiv:1811.11507Syntology community repositories only · 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) · 3 unverified (of 6 harvested samples)
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Deformable ConvNets v2: More Deformable, Better Results 27 Nov 2018 · 26 repositories · arXiv:1811.11168Syntology 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 4 pointer-only (licence)
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Non-local RoI for Cross-Object Perception 25 Nov 2018 · 0 repositories · arXiv:1811.10002
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Mask R-CNN with Pyramid Attention Network for Scene Text Detection 22 Nov 2018 · 0 repositories · arXiv:1811.09058
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M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network 12 Nov 2018 · 11 repositories · arXiv:1811.04533Syntology 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)
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BshapeNet: Object Detection and Instance Segmentation with Bounding Shape Masks 15 Oct 2018 · 0 repositories · arXiv:1810.10327
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Bounding Box Regression with Uncertainty for Accurate Object Detection 23 Sep 2018 · 4 repositories · arXiv:1809.08545Syntology 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) · 2 unverified (of 4 harvested samples)
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Faster Training of Mask R-CNN by Focusing on Instance Boundaries 19 Sep 2018 · 2 repositories · arXiv:1809.07069