Methods › General › Loss Functions › Focal Loss › Papers, page 4
Focal Loss
Papers archive 2025-07-28
archive papers tagged: 461 · with a code link: 236 · where Syntology ran a sample: 52 (42 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 (52 of 461 tagged: 42 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 461, 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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Improving the Classification of Rare Chords with Unlabeled Data 13 Dec 2020 · 0 repositories · arXiv:2012.07055
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Systolic-CNN: An OpenCL-defined Scalable Run-time-flexible FPGA Accelerator Architecture for Accelerating Convolutional Neural Network Inference in Cloud/Edge Computing 6 Dec 2020 · 2 repositories · arXiv:2012.03177
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Co-mining: Self-Supervised Learning for Sparsely Annotated Object Detection 3 Dec 2020 · 1 repository · arXiv:2012.01950
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Dual Refinement Feature Pyramid Networks for Object Detection 3 Dec 2020 · 0 repositories · arXiv:2012.01733
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Confluence: A Robust Non-IoU Alternative to Non-Maxima Suppression in Object Detection 1 Dec 2020 · 3 repositories · arXiv:2012.00257
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Improvement of Classification in One-Stage Detector 20 Nov 2020 · 1 repository · arXiv:2011.10465
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On Focal Loss for Class-Posterior Probability Estimation: A Theoretical Perspective 18 Nov 2020 · 0 repositories · arXiv:2011.09172
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TJU-DHD: A Diverse High-Resolution Dataset for Object Detection 18 Nov 2020 · 1 repository · arXiv:2011.09170
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FLANNEL: Focal Loss Based Neural Network Ensemble for COVID-19 Detection 30 Oct 2020 · 0 repositories · arXiv:2010.16039
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RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder 29 Oct 2020 · 4 repositories · arXiv:2010.15831Syntology 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 (of 5 harvested samples)
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A Mask-based Model for Mandarin Chinese Polyphone Disambiguation 21 Oct 2020 · 0 repositories
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LiteDepthwiseNet: An Extreme Lightweight Network for Hyperspectral Image Classification 15 Oct 2020 · 0 repositories · arXiv:2010.07726
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An Ultra Lightweight CNN for Low Resource Circuit Component Recognition 1 Oct 2020 · 0 repositories · arXiv:2010.00505
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Transfer learning with class-weighted and focal loss function for automatic skin cancer classification 13 Sep 2020 · 0 repositories · arXiv:2009.05977
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Globally-scalable Automated Target Recognition (GATR) 10 Sep 2020 · 0 repositories · arXiv:2009.04836
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Multi-Label Sentiment Analysis on 100 Languages with Dynamic Weighting for Label Imbalance 26 Aug 2020 · 1 repository · arXiv:2008.11573
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3D Semantic Segmentation of Brain Tumor for Overall Survival Prediction 25 Aug 2020 · 0 repositories · arXiv:2008.11576
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What leads to generalization of object proposals? 13 Aug 2020 · 0 repositories · arXiv:2008.05700
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LogoDet-3K: A Large-Scale Image Dataset for Logo Detection 12 Aug 2020 · 1 repository · arXiv:2008.05359
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Deep Learning-based Human Detection for UAVs with Optical and Infrared Cameras: System and Experiments 10 Aug 2020 · 0 repositories · arXiv:2008.04197
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An Unsupervised Domain Adaptation Scheme for Single-Stage Artwork Recognition in Cultural Sites 4 Aug 2020 · 1 repository · arXiv:2008.01882
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Multi-Class 3D Object Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery 3 Aug 2020 · 0 repositories · arXiv:2008.01218
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Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation 28 Jul 2020 · 1 repository · arXiv:2007.14449
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Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation 20 Jul 2020 · 1 repository · arXiv:2007.10033
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Neural MOS Prediction for Synthesized Speech Using Multi-Task Learning With Spoofing Detection and Spoofing Type Classification 16 Jul 2020 · 0 repositories · arXiv:2007.08267
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Probabilistic Anchor Assignment with IoU Prediction for Object Detection 16 Jul 2020 · 5 repositories · arXiv:2007.08103
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AQD: Towards Accurate Fully-Quantized Object Detection 14 Jul 2020 · 1 repository · arXiv:2007.06919
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Improving Face Recognition by Clustering Unlabeled Faces in the Wild 14 Jul 2020 · 0 repositories · arXiv:2007.06995
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Temporal Self-Ensembling Teacher for Semi-Supervised Object Detection 13 Jul 2020 · 1 repository · arXiv:2007.06144
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A Systematic Evaluation of Object Detection Networks for Scientific Plots 5 Jul 2020 · 0 repositories · arXiv:2007.02240
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PointTrack++ for Effective Online Multi-Object Tracking and Segmentation 3 Jul 2020 · 1 repository · arXiv:2007.01549
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Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack Detection 25 Jun 2020 · 1 repository · arXiv:2006.14563
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Working with scale: 2nd place solution to Product Detection in Densely Packed Scenes [Technical Report] 14 Jun 2020 · 1 repository · arXiv:2006.07825
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Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection 8 Jun 2020 · 7 repositories · arXiv:2006.04388Syntology community repositories only · 22 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; 0 where Syntology's instrument failed) · 2 unverified (of 24 harvested samples) · 2 pointer-only (licence)
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Resolving Class Imbalance in Object Detection with Weighted Cross Entropy Losses 2 Jun 2020 · 0 repositories · arXiv:2006.01413
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LR-CNN: Local-aware Region CNN for Vehicle Detection in Aerial Imagery 28 May 2020 · 0 repositories · arXiv:2005.14264
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Concurrent Segmentation and Object Detection CNNs for Aircraft Detection and Identification in Satellite Images 27 May 2020 · 0 repositories · arXiv:2005.13215
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Detecting and Counting Pistachios based on Deep Learning 8 May 2020 · 2 repositories · arXiv:2005.03990
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RetinaMask: A Face Mask detector 8 May 2020 · 1 repository · arXiv:2005.03950
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Seismic Shot Gather Noise Localization Using a Multi-Scale Feature-Fusion-Based Neural Network 7 May 2020 · 0 repositories · arXiv:2005.03626
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Scale-Equalizing Pyramid Convolution for Object Detection 6 May 2020 · 2 repositories · arXiv:2005.03101
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Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context 1 May 2020 · 0 repositories · arXiv:2005.00589
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Learning Gaussian Maps for Dense Object Detection 24 Apr 2020 · 0 repositories · arXiv:2004.11855
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Melanoma Detection using Adversarial Training and Deep Transfer Learning 14 Apr 2020 · 1 repository · arXiv:2004.06824
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Melanoma Detection using Adversarial Training and Deep Transfer Learning 14 Apr 2020 · 1 repository
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Lung nodule detection and classification from Thorax CT-scan using RetinaNet with transfer learning 8 Apr 2020 · 1 repository
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Tracking by Instance Detection: A Meta-Learning Approach 2 Apr 2020 · 0 repositories · arXiv:2004.00830
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RetinaTrack: Online Single Stage Joint Detection and Tracking 30 Mar 2020 · 1 repository · arXiv:2003.13870
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Detection of 3D Bounding Boxes of Vehicles Using Perspective Transformation for Accurate Speed Measurement 29 Mar 2020 · 3 repositories · arXiv:2003.13137
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On the Evaluation of Prohibited Item Classification and Detection in Volumetric 3D Computed Tomography Baggage Security Screening Imagery 27 Mar 2020 · 0 repositories · arXiv:2003.12625
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Multi-Plateau Ensemble for Endoscopic Artefact Segmentation and Detection 23 Mar 2020 · 1 repository · arXiv:2003.10129
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PointINS: Point-based Instance Segmentation 13 Mar 2020 · 0 repositories · arXiv:2003.06148
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Learning Diverse Fashion Collocation by Neural Graph Filtering 11 Mar 2020 · 0 repositories · arXiv:2003.04888
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ROSE: Real One-Stage Effort to Detect the Fingerprint Singular Point Based on Multi-scale Spatial Attention 9 Mar 2020 · 0 repositories · arXiv:2003.03918
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DEEVA: A Deep Learning and IoT Based Computer Vision System to Address Safety and Security of Production Sites in Energy Industry 2 Mar 2020 · 0 repositories · arXiv:2003.01196
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Calibrating Deep Neural Networks using Focal Loss 21 Feb 2020 · 3 repositories · arXiv:2002.09437Syntology official (archive's flag): 13 ran · 14 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; 2 where Syntology's instrument failed) · 0 unverified (of 14 harvested samples) · 1 pointer-only (licence)
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Solving Missing-Annotation Object Detection with Background Recalibration Loss 12 Feb 2020 · 2 repositories · arXiv:2002.05274Syntology 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 (of 1 harvested sample)
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Sperm Detection and Tracking in Phase-Contrast Microscopy Image Sequences using Deep Learning and Modified CSR-DCF 11 Feb 2020 · 2 repositories · arXiv:2002.04034
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Understanding the effects of artifacts on automated polyp detection and incorporating that knowledge via learning without forgetting 7 Feb 2020 · 1 repository · arXiv:2002.02883
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Single-Stage Object Detection from Top-View Grid Maps on Custom Sensor Setups 3 Feb 2020 · 0 repositories · arXiv:2002.00667
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AttentionAnatomy: A unified framework for whole-body organs at risk segmentation using multiple partially annotated datasets 13 Jan 2020 · 0 repositories · arXiv:2001.04446
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Convolutional Neural Networks based Focal Loss for Class Imbalance Problem: A Case Study of Canine Red Blood Cells Morphology Classification 10 Jan 2020 · 0 repositories · arXiv:2001.03329
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Comparison of object detection methods for crop damage assessment using deep learning 31 Dec 2019 · 0 repositories · arXiv:1912.13199
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Benchmark for Generic Product Detection: A Low Data Baseline for Dense Object Detection 19 Dec 2019 · 1 repository · arXiv:1912.09476
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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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AugFPN: Improving Multi-scale Feature Learning for Object Detection 11 Dec 2019 · 2 repositories · arXiv:1912.05384
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Learning from Noisy Anchors for One-stage Object Detection 11 Dec 2019 · 1 repository · arXiv:1912.05086
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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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Side-Aware Boundary Localization for More Precise Object Detection 9 Dec 2019 · 3 repositories · arXiv:1912.04260
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Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection 5 Dec 2019 · 13 repositories · arXiv:1912.02424Syntology 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) · 0 unverified (of 4 harvested samples)
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Multiple Anchor Learning for Visual Object Detection 4 Dec 2019 · 3 repositories · arXiv:1912.02252Syntology 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 (of 10 harvested samples) · 1 pointer-only (licence)
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GhostNet: More Features from Cheap Operations 27 Nov 2019 · 33 repositories · arXiv:1911.11907Syntology community repositories only · 19 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 2 honoured, 0 violated, 14 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 23 harvested samples) · 5 pointer-only (licence)
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Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks 21 Nov 2019 · 16 repositories · arXiv:1911.09737Syntology 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)
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EfficientDet: Scalable and Efficient Object Detection 20 Nov 2019 · 64 repositories · arXiv:1911.09070Syntology official (archive's flag): 1 ran · 55 ran (of which 1 constructed an object rather than computing a result; 48 with no instrument failure: 4 honoured, 0 violated, 44 with no contract checked; 7 where Syntology's instrument failed) · 15 unverified (of 70 harvested samples) · 7 pointer-only (licence)
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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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Deep Collaborative Discrete Hashing with Semantic-Invariant Structure 5 Nov 2019 · 0 repositories · arXiv:1911.01565
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Syntax-aware Multi-task Graph Convolutional Networks for Biomedical Relation Extraction 1 Nov 2019 · 0 repositories
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Traffic Sign Detection and Recognition for Autonomous Driving in Virtual Simulation Environment 27 Oct 2019 · 0 repositories · arXiv:1911.05626
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Trident Segmentation CNN: A Spatiotemporal Transformation CNN for Punctate White Matter Lesions Segmentation in Preterm Neonates 22 Oct 2019 · 1 repository · arXiv:1910.09773
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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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RandAugment: Practical automated data augmentation with a reduced search space 30 Sep 2019 · 19 repositories · arXiv:1909.13719Syntology 58 ran (of which 1 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 51 where Syntology's instrument failed) · 7 unverified (of 65 harvested samples) · 17 pointer-only (licence)
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ASSD: Attentive Single Shot Multibox Detector 27 Sep 2019 · 1 repository · arXiv:1909.12456
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Adaptive Class Weight based Dual Focal Loss for Improved Semantic Segmentation 26 Sep 2019 · 0 repositories · arXiv:1909.11932
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WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild 25 Sep 2019 · 0 repositories · arXiv:1909.12118
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Synthetic dataset generation for object-to-model deep learning in industrial applications 24 Sep 2019 · 1 repository · arXiv:1909.10976
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Brain Tumor Segmentation and Survival Prediction 20 Sep 2019 · 0 repositories · arXiv:1909.09399
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Road Damage Detection Acquisition System based on Deep Neural Networks for Physical Asset Management 19 Sep 2019 · 0 repositories · arXiv:1909.08991
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Building Change Detection for Remote Sensing Images Using a Dual Task Constrained Deep Siamese Convolutional Network Model 17 Sep 2019 · 0 repositories · arXiv:1909.07726
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STELA: A Real-Time Scene Text Detector with Learned Anchor 17 Sep 2019 · 1 repository · arXiv:1909.07549
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Is Heuristic Sampling Necessary in Training Deep Object Detectors? 11 Sep 2019 · 14 repositories · arXiv:1909.04868
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FreeAnchor: Learning to Match Anchors for Visual Object Detection 5 Sep 2019 · 4 repositories · arXiv:1909.02466Syntology 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 (of 3 harvested samples)
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Aerial multi-object tracking by detection using deep association networks 4 Sep 2019 · 0 repositories · arXiv:1909.01547
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Deep Learning-Based Strategy for Macromolecules Classification with Imbalanced Data from Cellular Electron Cryotomography 27 Aug 2019 · 0 repositories · arXiv:1908.09993
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Multi-step Cascaded Networks for Brain Tumor Segmentation 16 Aug 2019 · 1 repository · arXiv:1908.05887
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ScarfNet: Multi-scale Features with Deeply Fused and Redistributed Semantics for Enhanced Object Detection 1 Aug 2019 · 0 repositories · arXiv:1908.00328
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DR Loss: Improving Object Detection by Distributional Ranking 23 Jul 2019 · 1 repository · arXiv:1907.10156
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Cascade RetinaNet: Maintaining Consistency for Single-Stage Object Detection 16 Jul 2019 · 0 repositories · arXiv:1907.06881
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Semi-supervised Breast Lesion Detection in Ultrasound Video Based on Temporal Coherence 16 Jul 2019 · 0 repositories · arXiv:1907.06941
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Micro-expression Action Unit Detection with Spatio-temporal Adaptive Pooling 11 Jul 2019 · 0 repositories · arXiv:1907.05023
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AMI-Net+: A Novel Multi-Instance Neural Network for Medical Diagnosis from Incomplete and Imbalanced Data 3 Jul 2019 · 1 repository · arXiv:1907.01734