Methods › Computer Vision › Convolutions › 1x1 Convolution › Papers, page 56

1x1 Convolution

Papers archive 2025-07-28

archive papers tagged: 5,640 · with a code link: 2,516 · where Syntology ran a sample: 651 (545 with a run with no instrument failure, 106 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (651 of 5,640 tagged: 545 with a run with no instrument failure, 106 where every run was a failure of Syntology's instrument)

Page 56 of 57: papers 5,501 to 5,600 of 5,640, 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.

• Language Modeling with Gated Convolutional Networks
  23 Dec 2016 · 11 repositories · arXiv:1612.08083
• Feature Pyramid Networks for Object Detection
  9 Dec 2016 · 85 repositories · arXiv:1612.03144
  Syntology 33 ran (of which 9 constructed an object rather than computing a result; 31 with no instrument failure: 1 honoured, 0 violated, 30 with no contract checked; 2 where Syntology's instrument failed) · 18 unverified (of 51 harvested samples) · 11 pointer-only (licence)
• Deep Pyramidal Residual Networks with Separated Stochastic Depth
  5 Dec 2016 · 0 repositories · arXiv:1612.01230
• ImageNet pre-trained models with batch normalization
  5 Dec 2016 · 4 repositories · arXiv:1612.01452
• Towards the Limit of Network Quantization
  5 Dec 2016 · 0 repositories · arXiv:1612.01543
• Learning to Segment Object Candidates via Recursive Neural Networks
  4 Dec 2016 · 0 repositories · arXiv:1612.01057
• Pyramid Scene Parsing Network
  4 Dec 2016 · 67 repositories · arXiv:1612.01105
  Syntology community repositories only · 21 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; 7 where Syntology's instrument failed) · 8 unverified (of 29 harvested samples) · 5 pointer-only (licence)
• Trained Ternary Quantization
  4 Dec 2016 · 6 repositories · arXiv:1612.01064
  Syntology 5 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; 4 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 3 pointer-only (licence)
• In Teacher We Trust: Learning Compressed Models for Pedestrian Detection
  1 Dec 2016 · 0 repositories · arXiv:1612.00478
• Speed/accuracy trade-offs for modern convolutional object detectors
  30 Nov 2016 · 14 repositories · arXiv:1611.10012
• Wider or Deeper: Revisiting the ResNet Model for Visual Recognition
  30 Nov 2016 · 3 repositories · arXiv:1611.10080
  Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Deep Deformable Registration: Enhancing Accuracy by Fully Convolutional Neural Net
  27 Nov 2016 · 0 repositories · arXiv:1611.08796
• Online Real-time Multiple Spatiotemporal Action Localisation and Prediction
  25 Nov 2016 · 5 repositories · arXiv:1611.08563
  Syntology official (archive's flag): 4 ran · 7 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; 6 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• Fast and Energy-Efficient CNN Inference on IoT Devices
  22 Nov 2016 · 1 repository · arXiv:1611.07151
• LCNN: Lookup-based Convolutional Neural Network
  20 Nov 2016 · 2 repositories · arXiv:1611.06473
• RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation
  20 Nov 2016 · 13 repositories · arXiv:1611.06612
  Syntology community repositories only · 6 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; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• Time Series Classification from Scratch with Deep Neural Networks: A Strong Baseline
  20 Nov 2016 · 12 repositories · arXiv:1611.06455
  Syntology official (archive's flag): 1 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) · 1 unverified (of 10 harvested samples) · 1 pointer-only (licence)
• PolyNet: A Pursuit of Structural Diversity in Very Deep Networks
  17 Nov 2016 · 3 repositories · arXiv:1611.05725
• Weakly-supervised Learning of Mid-level Features for Pedestrian Attribute Recognition and Localization
  17 Nov 2016 · 0 repositories · arXiv:1611.05603
• Aggregated Residual Transformations for Deep Neural Networks
  16 Nov 2016 · 61 repositories · arXiv:1611.05431
  Syntology community repositories only · 51 ran (of which 7 constructed an object rather than computing a result; 31 with no instrument failure: 0 honoured, 0 violated, 31 with no contract checked; 20 where Syntology's instrument failed) · 29 unverified (of 80 harvested samples) · 13 pointer-only (licence)
• Designing Energy-Efficient Convolutional Neural Networks using Energy-Aware Pruning
  16 Nov 2016 · 0 repositories · arXiv:1611.05128
• How to scale distributed deep learning?
  14 Nov 2016 · 0 repositories · arXiv:1611.04581
• Gradients of Counterfactuals
  8 Nov 2016 · 0 repositories · arXiv:1611.02639
• Spatiotemporal Residual Networks for Video Action Recognition
  7 Nov 2016 · 1 repository · arXiv:1611.02155
• The Shallow End: Empowering Shallower Deep-Convolutional Networks through Auxiliary Outputs
  6 Nov 2016 · 1 repository · arXiv:1611.01773
• Boosting Image Captioning with Attributes
  5 Nov 2016 · 0 repositories · arXiv:1611.01646
• Dual Attention Networks for Multimodal Reasoning and Matching
  2 Nov 2016 · 2 repositories · arXiv:1611.00471
• Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networks Approaches
  21 Oct 2016 · 0 repositories · arXiv:1610.06756
• Fast Training of Convolutional Neural Networks via Kernel Rescaling
  12 Oct 2016 · 0 repositories · arXiv:1610.03623
• Deep Pyramidal Residual Networks
  10 Oct 2016 · 7 repositories · arXiv:1610.02915
  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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Investigation of Synthetic Speech Detection Using Frame- and Segment-Specific Importance Weighting
  10 Oct 2016 · 0 repositories · arXiv:1610.03009
• A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks
  7 Oct 2016 · 14 repositories · arXiv:1610.02136
  Syntology official (archive's flag): 12 ran · 19 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 4 honoured, 0 violated, 12 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 21 harvested samples) · 6 pointer-only (licence)
• ILGNet: Inception Modules with Connected Local and Global Features for Efficient Image Aesthetic Quality Classification using Domain Adaptation
  7 Oct 2016 · 2 repositories · arXiv:1610.02256
• Xception: Deep Learning with Depthwise Separable Convolutions
  7 Oct 2016 · 41 repositories · arXiv:1610.02357
  Syntology 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 (of 15 harvested samples)
• Near-Data Processing for Differentiable Machine Learning Models
  6 Oct 2016 · 0 repositories · arXiv:1610.02273
• CNN Architectures for Large-Scale Audio Classification
  29 Sep 2016 · 16 repositories · arXiv:1609.09430
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Multiview RGB-D Dataset for Object Instance Detection
  26 Sep 2016 · 0 repositories · arXiv:1609.07826
• Neural Photo Editing with Introspective Adversarial Networks
  22 Sep 2016 · 2 repositories · arXiv:1609.07093
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations
  22 Sep 2016 · 5 repositories · arXiv:1609.07061
  Syntology 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 (of 12 harvested samples)
• Semantic Tagging with Deep Residual Networks
  22 Sep 2016 · 1 repository · arXiv:1609.07053
  Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Understanding Convolutional Neural Networks with A Mathematical Model
  14 Sep 2016 · 1 repository · arXiv:1609.04112
• VIPLFaceNet: An Open Source Deep Face Recognition SDK
  13 Sep 2016 · 0 repositories · arXiv:1609.03892
• The Microsoft 2016 Conversational Speech Recognition System
  12 Sep 2016 · 0 repositories · arXiv:1609.03528
• Human pose estimation via Convolutional Part Heatmap Regression
  6 Sep 2016 · 1 repository · arXiv:1609.01743
• Densely Connected Convolutional Networks
  25 Aug 2016 · 146 repositories · arXiv:1608.06993
  Syntology community repositories only · 48 ran (of which 0 constructed an object rather than computing a result; 32 with no instrument failure: 1 honoured, 0 violated, 31 with no contract checked; 16 where Syntology's instrument failed) · 23 unverified (of 71 harvested samples) · 8 pointer-only (licence)
• Lets keep it simple, Using simple architectures to outperform deeper and more complex architectures
  22 Aug 2016 · 9 repositories · arXiv:1608.06037
  Syntology community repositories only · 11 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; 3 where Syntology's instrument failed) · 0 unverified (of 11 harvested samples)
• Full Resolution Image Compression with Recurrent Neural Networks
  18 Aug 2016 · 7 repositories · arXiv:1608.05148
  Syntology 0 ran · 1 unverified (of 1 harvested sample)
• How Image Degradations Affect Deep CNN-based Face Recognition?
  18 Aug 2016 · 0 repositories · arXiv:1608.05246
• Dynamic Network Surgery for Efficient DNNs
  16 Aug 2016 · 3 repositories · arXiv:1608.04493
• Learning Structured Sparsity in Deep Neural Networks
  12 Aug 2016 · 3 repositories · arXiv:1608.03665
  Syntology 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) · 11 unverified (of 14 harvested samples)
• Faster CNNs with Direct Sparse Convolutions and Guided Pruning
  4 Aug 2016 · 1 repository · arXiv:1608.01409
• CUHK & ETHZ & SIAT Submission to ActivityNet Challenge 2016
  2 Aug 2016 · 1 repository · arXiv:1608.00797
• 25 years of CNNs: Can we compare to human abstraction capabilities?
  28 Jul 2016 · 0 repositories · arXiv:1607.08366
• Improved Deep Learning of Object Category using Pose Information
  20 Jul 2016 · 0 repositories · arXiv:1607.05836
• Learning to Recognize Objects by Retaining other Factors of Variation
  20 Jul 2016 · 0 repositories · arXiv:1607.05851
• Collaborative Layer-wise Discriminative Learning in Deep Neural Networks
  19 Jul 2016 · 0 repositories · arXiv:1607.05440
• DSD: Dense-Sparse-Dense Training for Deep Neural Networks
  15 Jul 2016 · 2 repositories · arXiv:1607.04381
• Intra-layer Nonuniform Quantization for Deep Convolutional Neural Network
  10 Jul 2016 · 0 repositories · arXiv:1607.02720
• NIST: An Image Classification Network to Image Semantic Retrieval
  2 Jul 2016 · 0 repositories · arXiv:1607.00464
• DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients
  20 Jun 2016 · 13 repositories · arXiv:1606.06160
  Syntology community repositories only · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 13 harvested samples) · 1 pointer-only (licence)
• cltorch: a Hardware-Agnostic Backend for the Torch Deep Neural Network Library, Based on OpenCL
  15 Jun 2016 · 0 repositories · arXiv:1606.04884
• Training Recurrent Answering Units with Joint Loss Minimization for VQA
  12 Jun 2016 · 0 repositories · arXiv:1606.03647
• ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation
  7 Jun 2016 · 49 repositories · arXiv:1606.02147
  Syntology 26 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; 4 where Syntology's instrument failed) · 4 unverified (of 30 harvested samples) · 2 pointer-only (licence)
• Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding
  6 Jun 2016 · 10 repositories · arXiv:1606.01847
• Adversarially Learned Inference
  2 Jun 2016 · 9 repositories · arXiv:1606.00704
  Syntology official (archive's flag): 1 ran · 3 ran (of which 0 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) · 1 unverified (of 4 harvested samples) · 2 pointer-only (licence)
• DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
  2 Jun 2016 · 47 repositories · arXiv:1606.00915
  Syntology 43 ran (of which 12 constructed an object rather than computing a result; 39 with no instrument failure: 1 honoured, 0 violated, 38 with no contract checked; 4 where Syntology's instrument failed) · 20 unverified (of 63 harvested samples) · 18 pointer-only (licence)
• Adversarial Feature Learning
  31 May 2016 · 10 repositories · arXiv:1605.09782
  Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Hierarchical Question-Image Co-Attention for Visual Question Answering
  31 May 2016 · 9 repositories · arXiv:1606.00061
  Syntology 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) · 3 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• Going Deeper for Multilingual Visual Sentiment Detection
  30 May 2016 · 0 repositories · arXiv:1605.09211
• Parametric Exponential Linear Unit for Deep Convolutional Neural Networks
  30 May 2016 · 0 repositories · arXiv:1605.09332
• Theano-MPI: a Theano-based Distributed Training Framework
  26 May 2016 · 1 repository · arXiv:1605.08325
• EventNet Version 1.1 Technical Report
  24 May 2016 · 0 repositories · arXiv:1605.07289
• Self Paced Deep Learning for Weakly Supervised Object Detection
  24 May 2016 · 1 repository · arXiv:1605.07651
• Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups
  20 May 2016 · 0 repositories · arXiv:1605.06489
• R-FCN: Object Detection via Region-based Fully Convolutional Networks
  20 May 2016 · 48 repositories · arXiv:1605.06409
  Syntology community repositories only · 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) · 4 unverified (of 11 harvested samples) · 1 pointer-only (licence)
• Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks
  20 May 2016 · 2 repositories · arXiv:1605.06402
• Swapout: Learning an ensemble of deep architectures
  20 May 2016 · 0 repositories · arXiv:1605.06465
• DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model
  10 May 2016 · 16 repositories · arXiv:1605.03170
• Adversarial Diversity and Hard Positive Generation
  5 May 2016 · 0 repositories · arXiv:1605.01775
• Refining Architectures of Deep Convolutional Neural Networks
  22 Apr 2016 · 0 repositories · arXiv:1604.06832
• Deep Residual Networks with Exponential Linear Unit
  14 Apr 2016 · 1 repository · arXiv:1604.04112
• Bridging the Gaps Between Residual Learning, Recurrent Neural Networks and Visual Cortex
  13 Apr 2016 · 4 repositories · arXiv:1604.03640
• Hardware-oriented Approximation of Convolutional Neural Networks
  11 Apr 2016 · 1 repository · arXiv:1604.03168
• T-CNN: Tubelets with Convolutional Neural Networks for Object Detection from Videos
  9 Apr 2016 · 1 repository · arXiv:1604.02532
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• A MultiPath Network for Object Detection
  7 Apr 2016 · 1 repository · arXiv:1604.02135
• Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles
  30 Mar 2016 · 9 repositories · arXiv:1603.09246
  Syntology 10 ran (of which 6 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 7 pointer-only (licence)
• Instance-sensitive Fully Convolutional Networks
  29 Mar 2016 · 0 repositories · arXiv:1603.08678
• Learning to Refine Object Segments
  29 Mar 2016 · 2 repositories · arXiv:1603.08695
• Resnet in Resnet: Generalizing Residual Architectures
  25 Mar 2016 · 1 repository · arXiv:1603.08029
• Stacked Hourglass Networks for Human Pose Estimation
  22 Mar 2016 · 46 repositories · arXiv:1603.06937
  Syntology 24 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 0 honoured, 0 violated, 22 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 25 harvested samples) · 1 pointer-only (licence)
• Accelerating Deep Neural Network Training with Inconsistent Stochastic Gradient Descent
  17 Mar 2016 · 0 repositories · arXiv:1603.05544
• Identity Mappings in Deep Residual Networks
  16 Mar 2016 · 54 repositories · arXiv:1603.05027
  Syntology community repositories only · 14 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 1 honoured, 0 violated, 11 with no contract checked; 2 where Syntology's instrument failed) · 11 unverified (of 25 harvested samples) · 2 pointer-only (licence)
• XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks
  16 Mar 2016 · 20 repositories · arXiv:1603.05279
  Syntology 16 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; 7 where Syntology's instrument failed) · 2 unverified (of 18 harvested samples) · 3 pointer-only (licence)
• HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition
  3 Mar 2016 · 2 repositories · arXiv:1603.01249
• vDNN: Virtualized Deep Neural Networks for Scalable, Memory-Efficient Neural Network Design
  25 Feb 2016 · 4 repositories · arXiv:1602.08124
• SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size
  24 Feb 2016 · 59 repositories · arXiv:1602.07360
  Syntology community repositories only · 4 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; 4 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 2 pointer-only (licence)
• Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
  23 Feb 2016 · 87 repositories · arXiv:1602.07261
  Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• RandomOut: Using a convolutional gradient norm to rescue convolutional filters
  18 Feb 2016 · 1 repository · arXiv:1602.05931
• Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation
  29 Jan 2016 · 0 repositories · arXiv:1601.07977
• Factors in Finetuning Deep Model for object detection
  20 Jan 2016 · 0 repositories · arXiv:1601.05150