Methods › Computer Vision › Image Models › EfficientNet › Papers, page 2

EfficientNet

Papers archive 2025-07-28

archive papers tagged: 195 · with a code link: 101 · where Syntology ran a sample: 20 (15 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (20 of 195 tagged: 15 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 195 of 195, 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.

• Plot2API: Recommending Graphic API from Plot via Semantic Parsing Guided Neural Network
  2 Apr 2021 · 1 repository · arXiv:2104.01032
• One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking
  1 Apr 2021 · 1 repository · arXiv:2104.00597
• Facial expression and attributes recognition based on multi-task learning of lightweight neural networks
  31 Mar 2021 · 2 repositories
• Facial expression and attributes recognition based on multi-task learning of lightweight neural networks
  31 Mar 2021 · 2 repositories · arXiv:2103.17107
• Differentiable Network Adaption with Elastic Search Space
  30 Mar 2021 · 0 repositories · arXiv:2103.16350
• Scalable Pareto Front Approximation for Deep Multi-Objective Learning
  24 Mar 2021 · 1 repository · arXiv:2103.13392
  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)
• BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search
  23 Mar 2021 · 1 repository · arXiv:2103.12424
• Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
  18 Mar 2021 · 1 repository · arXiv:2103.10107
• Revisiting ResNets: Improved Training and Scaling Strategies
  13 Mar 2021 · 3 repositories · arXiv:2103.07579
• Enhancing sensor resolution improves CNN accuracy given the same number of parameters or FLOPS
  9 Mar 2021 · 1 repository · arXiv:2103.05251
• WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition
  6 Mar 2021 · 0 repositories · arXiv:2103.04098
• Coordinate Attention for Efficient Mobile Network Design
  4 Mar 2021 · 2 repositories · arXiv:2103.02907
• Robust Pollen Imagery Classification with Generative Modeling and Mixup Training
  25 Feb 2021 · 0 repositories · arXiv:2102.13143
• Densely Nested Top-Down Flows for Salient Object Detection
  18 Feb 2021 · 1 repository · arXiv:2102.09133
• Rethinking Co-design of Neural Architectures and Hardware Accelerators
  17 Feb 2021 · 0 repositories · arXiv:2102.08619
• Searching for Fast Model Families on Datacenter Accelerators
  10 Feb 2021 · 0 repositories · arXiv:2102.05610
• PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation
  2 Feb 2021 · 1 repository · arXiv:2102.01243
• Deep Learning Models for Calculation of Cardiothoracic Ratio from Chest Radiographs for Assisted Diagnosis of Cardiomegaly
  19 Jan 2021 · 0 repositories · arXiv:2101.07606
• RepVGG: Making VGG-style ConvNets Great Again
  11 Jan 2021 · 25 repositories · arXiv:2101.03697
  Syntology official (archive's flag): 2 ran · 13 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; 5 where Syntology's instrument failed) · 3 unverified (of 16 harvested samples) · 6 pointer-only (licence)
• Exploring Adversarial Fake Images on Face Manifold
  9 Jan 2021 · 0 repositories · arXiv:2101.03272
• Boosting Certified Robustness of Deep Networks via a Compositional Architecture
  1 Jan 2021 · 0 repositories
• Generative Adversarial Neural Architecture Search with Importance Sampling
  1 Jan 2021 · 0 repositories
• Making Coherence Out of Nothing At All: Measuring Evolution of Gradient Alignment
  1 Jan 2021 · 0 repositories
• NAHAS: Neural Architecture and Hardware Accelerator Search
  1 Jan 2021 · 0 repositories
• Diabetic Retinopathy Grading System Based on Transfer Learning
  23 Dec 2020 · 0 repositories · arXiv:2012.12515
• Efficient and Visualizable Convolutional Neural Networks for COVID-19 Classification Using Chest CT
  22 Dec 2020 · 1 repository · arXiv:2012.11860
• Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations
  18 Dec 2020 · 1 repository · arXiv:2012.09988
• Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation
  13 Dec 2020 · 5 repositories · arXiv:2012.07177
  Syntology community repositories only · 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 (of 2 harvested samples)
• Wisdom of Committees: An Overlooked Approach To Faster and More Accurate Models
  3 Dec 2020 · 0 repositories · arXiv:2012.01988
• Model Rubik’s Cube: Twisting Resolution, Depth and Width for TinyNets
  1 Dec 2020 · 3 repositories
• Semi-Supervised Noisy Student Pre-training on EfficientNet Architectures for Plant Pathology Classification
  1 Dec 2020 · 0 repositories · arXiv:2012.00332
• AdaBins: Depth Estimation using Adaptive Bins
  28 Nov 2020 · 11 repositories · arXiv:2011.14141
• Depth-Enhanced Feature Pyramid Network for Occlusion-Aware Verification of Buildings from Oblique Images
  26 Nov 2020 · 0 repositories · arXiv:2011.13226
• ImageNet Pretrained CNNs for JPEG Steganalysis
  24 Nov 2020 · 0 repositories
• Efficient embedding network for 3D brain tumor segmentation
  22 Nov 2020 · 0 repositories · arXiv:2011.11052
• FP-NAS: Fast Probabilistic Neural Architecture Search
  22 Nov 2020 · 0 repositories · arXiv:2011.10949
• Optic Disc, Cup and Fovea Detection from Retinal Images Using U-Net++ with EfficientNet Encoder
  20 Nov 2020 · 0 repositories
• An Efficient and Scalable Deep Learning Approach for Road Damage Detection
  18 Nov 2020 · 2 repositories · arXiv:2011.09577
• Layer-Wise Data-Free CNN Compression
  18 Nov 2020 · 0 repositories · arXiv:2011.09058
• PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization
  17 Nov 2020 · 26 repositories · arXiv:2011.08785
  Syntology 7 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 5 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 3 pointer-only (licence)
• Predictive Analysis of Diabetic Retinopathy with Transfer Learning
  8 Nov 2020 · 0 repositories · arXiv:2011.04052
• Deep Transfer Learning for Automated Diagnosis of Skin Lesions from Photographs
  6 Nov 2020 · 1 repository · arXiv:2011.04475
• The Forchheim Image Database for Camera Identification in the Wild
  4 Nov 2020 · 0 repositories · arXiv:2011.02241
• Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour
  30 Oct 2020 · 0 repositories · arXiv:2011.00071
• Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search
  29 Oct 2020 · 2 repositories · arXiv:2010.15821
  Syntology community repositories only · 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) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
• Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets
  28 Oct 2020 · 9 repositories · arXiv:2010.14819
  Syntology official: harvested for another paper · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis
  21 Oct 2020 · 1 repository · arXiv:2010.10681
• Classification and understanding of cloud structures via satellite images with EfficientUNet
  27 Sep 2020 · 1 repository · arXiv:2009.12931
• ECOVNet: An Ensemble of Deep Convolutional Neural Networks Based on EfficientNet to Detect COVID-19 From Chest X-rays
  24 Sep 2020 · 0 repositories · arXiv:2009.11850
• Adversarial Exposure Attack on Diabetic Retinopathy Imagery Grading
  19 Sep 2020 · 0 repositories · arXiv:2009.09231
• Image Captioning with Attention for Smart Local Tourism using EfficientNet
  18 Sep 2020 · 1 repository · arXiv:2009.08899
• EfficientNet-eLite: Extremely Lightweight and Efficient CNN Models for Edge Devices by Network Candidate Search
  16 Sep 2020 · 3 repositories · arXiv:2009.07409
• FastSal: a Computationally Efficient Network for Visual Saliency Prediction
  25 Aug 2020 · 1 repository · arXiv:2008.11151
  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)
• An Improved Person Re-identification Method by light-weight convolutional neural network
  21 Aug 2020 · 1 repository · arXiv:2008.09448
• An Aggregate Method for Thorax Diseases Classification
  7 Aug 2020 · 1 repository · arXiv:2008.03008
• Structured Convolutions for Efficient Neural Network Design
  6 Aug 2020 · 0 repositories · arXiv:2008.02454
• EfficientHRNet: Efficient Scaling for Lightweight High-Resolution Multi-Person Pose Estimation
  16 Jul 2020 · 2 repositories · arXiv:2007.08090
• Improving accuracy and speeding up Document Image Classification through parallel systems
  16 Jun 2020 · 1 repository · arXiv:2006.09141
• AutoHAS: Efficient Hyperparameter and Architecture Search
  5 Jun 2020 · 0 repositories · arXiv:2006.03656
• Deep Learning based Diagnosis of COVID-19 usingChest CT-scan Images
  20 May 2020 · 1 repository
• AI Augmentation of Radiologist Performance in Distinguishing COVID-19 from Pneumonia of Other Etiology on Chest CT
  27 Apr 2020 · 1 repository
• On the Limits to Multi-Modal Popularity Prediction on Instagram -- A New Robust, Efficient and Explainable Baseline
  26 Apr 2020 · 0 repositories · arXiv:2004.12482
• EfficientPose: Scalable single-person pose estimation
  25 Apr 2020 · 1 repository · arXiv:2004.12186
• YOLOv4: Optimal Speed and Accuracy of Object Detection
  23 Apr 2020 · 223 repositories · arXiv:2004.10934
  Syntology community repositories only · 142 ran (of which 0 constructed an object rather than computing a result; 133 with no instrument failure: 6 honoured, 0 violated, 127 with no contract checked; 9 where Syntology's instrument failed) · 42 unverified (of 184 harvested samples) · 21 pointer-only (licence)
• LSQ+: Improving low-bit quantization through learnable offsets and better initialization
  20 Apr 2020 · 4 repositories · arXiv:2004.09576
  Syntology 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples) · 10 pointer-only (licence)
• ResNeSt: Split-Attention Networks
  19 Apr 2020 · 36 repositories · arXiv:2004.08955
  Syntology official (archive's flag): 5 ran · 28 ran (of which 0 constructed an object rather than computing a result; 25 with no instrument failure: 0 honoured, 0 violated, 25 with no contract checked; 3 where Syntology's instrument failed) · 20 unverified (of 48 harvested samples) · 23 pointer-only (licence)
• DriftNet: Aggressive Driving Behavior Classification using 3D EfficientNet Architecture
  18 Apr 2020 · 1 repository · arXiv:2004.11970
• Video Face Manipulation Detection Through Ensemble of CNNs
  16 Apr 2020 · 3 repositories · arXiv:2004.07676
  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) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• An Evaluation of DNN Architectures for Page Segmentation of Historical Newspapers
  15 Apr 2020 · 1 repository · arXiv:2004.07317
• Towards an Effective and Efficient Deep Learning Model for COVID-19 Patterns Detection in X-ray Images
  12 Apr 2020 · 2 repositories · arXiv:2004.05717
• Analysis on DeepLabV3+ Performance for Automatic Steel Defects Detection
  9 Apr 2020 · 1 repository · arXiv:2004.04822
• Evolving Normalization-Activation Layers
  6 Apr 2020 · 8 repositories · arXiv:2004.02967
  Syntology 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) · 2 unverified (of 5 harvested samples) · 3 pointer-only (licence)
• NBDT: Neural-Backed Decision Trees
  1 Apr 2020 · 2 repositories · arXiv:2004.00221
  Syntology official (archive's flag): 1 ran · 18 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 14 where Syntology's instrument failed) · 11 unverified (of 29 harvested samples)
• Circumventing Outliers of AutoAugment with Knowledge Distillation
  25 Mar 2020 · 1 repository · arXiv:2003.11342
• Meta Pseudo Labels
  23 Mar 2020 · 9 repositories · arXiv:2003.10580
  Syntology community repositories only · 12 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; 2 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 3 pointer-only (licence)
• Multi-Plateau Ensemble for Endoscopic Artefact Segmentation and Detection
  23 Mar 2020 · 1 repository · arXiv:2003.10129
• Fixing the train-test resolution discrepancy: FixEfficientNet
  18 Mar 2020 · 1 repository · arXiv:2003.08237
• Gimme Signals: Discriminative signal encoding for multimodal activity recognition
  13 Mar 2020 · 2 repositories · arXiv:2003.06156
• Learned Threshold Pruning
  28 Feb 2020 · 0 repositories · arXiv:2003.00075
• MaxUp: A Simple Way to Improve Generalization of Neural Network Training
  20 Feb 2020 · 1 repository · arXiv:2002.09024
  Syntology 0 ran · 1 unverified (of 1 harvested sample)
• Efficient Model for Image Classification With Regularization Tricks
  1 Feb 2020 · 1 repository
• Attention-Based Face AntiSpoofing of RGB Images, using a Minimal End-2-End Neural Network
  18 Dec 2019 · 0 repositories · arXiv:1912.08870
• Structured Multi-Hashing for Model Compression
  25 Nov 2019 · 0 repositories · arXiv:1911.11177
• Adversarial Examples Improve Image Recognition
  21 Nov 2019 · 6 repositories · arXiv:1911.09665
  Syntology 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) · 0 unverified (of 2 harvested samples)
• Fast Sparse ConvNets
  21 Nov 2019 · 5 repositories · arXiv:1911.09723
• EfficientDet: Scalable and Efficient Object Detection
  20 Nov 2019 · 64 repositories · arXiv:1911.09070
  Syntology 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)
• Experimental Exploration of Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection
  20 Nov 2019 · 0 repositories · arXiv:1911.09010
• Self-training with Noisy Student improves ImageNet classification
  11 Nov 2019 · 13 repositories · arXiv:1911.04252
  Syntology official (archive's flag): 6 ran · 13 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 2 honoured, 0 violated, 8 with no contract checked; 3 where Syntology's instrument failed) · 11 unverified (of 24 harvested samples) · 2 pointer-only (licence)
• Identification of primary angle-closure on AS-OCT images with Convolutional Neural Networks
  23 Oct 2019 · 0 repositories · arXiv:1910.10414
• ICPS-net: An End-to-End RGB-based Indoor Camera Positioning System using deep convolutional neural networks
  14 Oct 2019 · 0 repositories · arXiv:1910.06219
• RandAugment: Practical automated data augmentation with a reduced search space
  30 Sep 2019 · 19 repositories · arXiv:1909.13719
  Syntology 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)
• MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution
  27 Sep 2019 · 2 repositories · arXiv:1909.12978
• Pretraining boosts out-of-domain robustness for pose estimation
  24 Sep 2019 · 1 repository · arXiv:1909.11229
• EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
  28 May 2019 · 144 repositories · arXiv:1905.11946
  Syntology official: no sample here; runs from other or unrecorded repositories · 198 ran (of which 73 constructed an object rather than computing a result; 157 with no instrument failure: 26 honoured, 2 violated, 129 with no contract checked; 41 where Syntology's instrument failed) · 104 unverified (of 302 harvested samples) · 113 pointer-only (licence)
• CondConv: Conditionally Parameterized Convolutions for Efficient Inference
  10 Apr 2019 · 9 repositories · arXiv:1904.04971