Methods › General › Output Functions › Softmax › Papers, page 374

Softmax

Papers archive 2025-07-28

archive papers tagged: 37,443 · with a code link: 15,869 · where Syntology ran a sample: 4,578 (3,835 with a run with no instrument failure, 743 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (4,578 of 37,443 tagged: 3,835 with a run with no instrument failure, 743 where every run was a failure of Syntology's instrument)

Page 374 of 375: papers 37,301 to 37,400 of 37,443, 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.

• DSD: Dense-Sparse-Dense Training for Deep Neural Networks
  15 Jul 2016 · 2 repositories · arXiv:1607.04381
• End-to-end training of object class detectors for mean average precision
  12 Jul 2016 · 0 repositories · arXiv:1607.03476
• Intra-layer Nonuniform Quantization for Deep Convolutional Neural Network
  10 Jul 2016 · 0 repositories · arXiv:1607.02720
• Log-Linear RNNs: Towards Recurrent Neural Networks with Flexible Prior Knowledge
  8 Jul 2016 · 0 repositories · arXiv:1607.02467
• NIST: An Image Classification Network to Image Semantic Retrieval
  2 Jul 2016 · 0 repositories · arXiv:1607.00464
• Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes
  30 Jun 2016 · 0 repositories · arXiv:1607.00036
• Exact gradient updates in time independent of output size for the spherical loss family
  26 Jun 2016 · 0 repositories · arXiv:1606.08061
• DeepWriter: A Multi-Stream Deep CNN for Text-independent Writer Identification
  21 Jun 2016 · 0 repositories · arXiv:1606.06472
• 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
• InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets
  12 Jun 2016 · 38 repositories · arXiv:1606.03657
  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) · 1 unverified (of 6 harvested samples)
• Face Detection with the Faster R-CNN
  10 Jun 2016 · 1 repository · arXiv:1606.03473
• Systematic evaluation of CNN advances on the ImageNet
  7 Jun 2016 · 1 repository · arXiv:1606.02228
• 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)
• Face Detection with End-to-End Integration of a ConvNet and a 3D Model
  2 Jun 2016 · 5 repositories · arXiv:1606.00850
• 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)
• 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
• Dimension Projection among Languages based on Pseudo-relevant Documents for Query Translation
  25 May 2016 · 0 repositories · arXiv:1605.07844
• EventNet Version 1.1 Technical Report
  24 May 2016 · 0 repositories · arXiv:1605.07289
• FractalNet: Ultra-Deep Neural Networks without Residuals
  24 May 2016 · 4 repositories · arXiv:1605.07648
  Syntology 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) · 2 unverified (of 6 harvested samples) · 1 pointer-only (licence)
• Hierarchical Memory Networks
  24 May 2016 · 0 repositories · arXiv:1605.07427
• Self Paced Deep Learning for Weakly Supervised Object Detection
  24 May 2016 · 1 repository · arXiv:1605.07651
• Fully Convolutional Networks for Semantic Segmentation
  20 May 2016 · 37 repositories · arXiv:1605.06211
• Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks
  20 May 2016 · 2 repositories · arXiv:1605.06402
• When Do Luxury Cars Hit the Road? Findings by A Big Data Approach
  10 May 2016 · 0 repositories · arXiv:1605.02827
• Learning Discriminative Features with Class Encoder
  9 May 2016 · 0 repositories · arXiv:1605.02424
• Adversarial Diversity and Hard Positive Generation
  5 May 2016 · 0 repositories · arXiv:1605.01775
• Faster R-CNN Features for Instance Search
  29 Apr 2016 · 3 repositories · arXiv:1604.08893
• Convolutional Two-Stream Network Fusion for Video Action Recognition
  22 Apr 2016 · 2 repositories · arXiv:1604.06573
• Refining Architectures of Deep Convolutional Neural Networks
  22 Apr 2016 · 0 repositories · arXiv:1604.06832
• Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks
  21 Apr 2016 · 1 repository · arXiv:1604.06338
• Deep Feature Based Contextual Model for Object Detection
  14 Apr 2016 · 0 repositories · arXiv:1604.04048
• 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
• Joint Detection and Identification Feature Learning for Person Search
  7 Apr 2016 · 2 repositories · arXiv:1604.01850
• 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
• Pointing the Unknown Words
  26 Mar 2016 · 0 repositories · arXiv:1603.08148
• Accelerating Deep Neural Network Training with Inconsistent Stochastic Gradient Descent
  17 Mar 2016 · 0 repositories · arXiv:1603.05544
• Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units
  16 Mar 2016 · 2 repositories · arXiv:1603.05201
• 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)
• Dynamic Memory Networks for Visual and Textual Question Answering
  4 Mar 2016 · 10 repositories · arXiv:1603.01417
  Syntology 7 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; 7 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• Lie Access Neural Turing Machine
  28 Feb 2016 · 0 repositories · arXiv:1602.08671
• 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
• A Factorized Recurrent Neural Network based architecture for medium to large vocabulary Language Modelling
  4 Feb 2016 · 0 repositories · arXiv:1602.01576
• Asynchronous Methods for Deep Reinforcement Learning
  4 Feb 2016 · 70 repositories · arXiv:1602.01783
  Syntology 60 ran (of which 20 constructed an object rather than computing a result; 51 with no instrument failure: 2 honoured, 1 violated, 48 with no contract checked; 9 where Syntology's instrument failed) · 35 unverified (of 95 harvested samples) · 20 pointer-only (licence)
• 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
• Adaptive Object Detection Using Adjacency and Zoom Prediction
  24 Dec 2015 · 1 repository · arXiv:1512.07711
• Deep Learning with S-shaped Rectified Linear Activation Units
  22 Dec 2015 · 1 repository · arXiv:1512.07030
• Poseidon: A System Architecture for Efficient GPU-based Deep Learning on Multiple Machines
  19 Dec 2015 · 0 repositories · arXiv:1512.06216
• On Deep Representation Learning from Noisy Web Images
  15 Dec 2015 · 0 repositories · arXiv:1512.04785
• SSD: Single Shot MultiBox Detector
  8 Dec 2015 · 221 repositories · arXiv:1512.02325
  Syntology community repositories only · 93 ran (of which 0 constructed an object rather than computing a result; 79 with no instrument failure: 3 honoured, 1 violated, 75 with no contract checked; 14 where Syntology's instrument failed) · 38 unverified (of 131 harvested samples) · 9 pointer-only (licence)
• Q-Networks for Binary Vector Actions
  4 Dec 2015 · 0 repositories · arXiv:1512.01332
• Rethinking the Inception Architecture for Computer Vision
  2 Dec 2015 · 113 repositories · arXiv:1512.00567
  Syntology 20 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 1 honoured, 0 violated, 18 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 26 harvested samples) · 5 pointer-only (licence)
• Deep Neural Decision Forests
  1 Dec 2015 · 0 repositories
• Learning both Weights and Connections for Efficient Neural Network
  1 Dec 2015 · 0 repositories
• Loss Functions for Top-k Error: Analysis and Insights
  1 Dec 2015 · 1 repository · arXiv:1512.00486
• Gradual DropIn of Layers to Train Very Deep Neural Networks
  22 Nov 2015 · 0 repositories · arXiv:1511.06951
• BlackOut: Speeding up Recurrent Neural Network Language Models With Very Large Vocabularies
  21 Nov 2015 · 1 repository · arXiv:1511.06909
• Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications
  20 Nov 2015 · 7 repositories · arXiv:1511.06530
  Syntology 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) · 7 unverified (of 9 harvested samples) · 9 pointer-only (licence)
• All you need is a good init
  19 Nov 2015 · 11 repositories · arXiv:1511.06422
  Syntology official: harvested, nothing ran · 10 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; 0 where Syntology's instrument failed) · 9 unverified (of 19 harvested samples) · 2 pointer-only (licence)
• Convolutional neural networks with low-rank regularization
  19 Nov 2015 · 2 repositories · arXiv:1511.06067
  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) · 1 pointer-only (licence)
• Deep Metric Learning via Lifted Structured Feature Embedding
  19 Nov 2015 · 3 repositories · arXiv:1511.06452
• Towards Open Set Deep Networks
  19 Nov 2015 · 4 repositories · arXiv:1511.06233
• Metric Learning with Adaptive Density Discrimination
  18 Nov 2015 · 2 repositories · arXiv:1511.05939
  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)
• An Exploration of Softmax Alternatives Belonging to the Spherical Loss Family
  16 Nov 2015 · 1 repository · arXiv:1511.05042
• Basic Level Categorization Facilitates Visual Object Recognition
  12 Nov 2015 · 0 repositories · arXiv:1511.04103
• Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding
  9 Nov 2015 · 21 repositories · arXiv:1511.02680
  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) · 12 unverified (of 18 harvested samples)
• SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
  2 Nov 2015 · 74 repositories · arXiv:1511.00561
  Syntology 22 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; 8 where Syntology's instrument failed) · 22 unverified (of 44 harvested samples) · 11 pointer-only (licence)
• Empirical Study on Deep Learning Models for Question Answering
  26 Oct 2015 · 0 repositories · arXiv:1510.07526
• Where Is My Puppy? Retrieving Lost Dogs by Facial Features
  9 Oct 2015 · 0 repositories · arXiv:1510.02781
• Efficient Object Detection for High Resolution Images
  5 Oct 2015 · 0 repositories · arXiv:1510.01257
• Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding
  1 Oct 2015 · 15 repositories · arXiv:1510.00149
  Syntology 2 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; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Fast Algorithms for Convolutional Neural Networks
  30 Sep 2015 · 5 repositories · arXiv:1509.09308
  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)
• Very Deep Multilingual Convolutional Neural Networks for LVCSR
  29 Sep 2015 · 0 repositories · arXiv:1509.08967
• Feature Evaluation of Deep Convolutional Neural Networks for Object Recognition and Detection
  25 Sep 2015 · 0 repositories · arXiv:1509.07627
• Tensorizing Neural Networks
  22 Sep 2015 · 4 repositories · arXiv:1509.06569
  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)
• Efficient Convolutional Neural Networks for Pixelwise Classification on Heterogeneous Hardware Systems
  11 Sep 2015 · 3 repositories · arXiv:1509.03371
• Effective Approaches to Attention-based Neural Machine Translation
  17 Aug 2015 · 44 repositories · arXiv:1508.04025
  Syntology 7 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; 1 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 2 pointer-only (licence)
• Benchmarking of LSTM Networks
  11 Aug 2015 · 1 repository · arXiv:1508.02774
• Land Use Classification in Remote Sensing Images by Convolutional Neural Networks
  1 Aug 2015 · 0 repositories · arXiv:1508.00092
• A Visual Embedding for the Unsupervised Extraction of Abstract Semantics
  31 Jul 2015 · 0 repositories · arXiv:1507.08818
• Data-free parameter pruning for Deep Neural Networks
  22 Jul 2015 · 0 repositories · arXiv:1507.06149
• A Novel Feature Extraction Method for Scene Recognition Based on Centered Convolutional Restricted Boltzmann Machines
  24 Jun 2015 · 0 repositories · arXiv:1506.07257
• Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
  24 Jun 2015 · 10 repositories · arXiv:1506.07285
  Syntology 5 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; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• Efficient Learning for Undirected Topic Models
  24 Jun 2015 · 0 repositories · arXiv:1506.07477
• Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks
  18 Jun 2015 · 1 repository · arXiv:1506.05751
• Pointer Networks
  9 Jun 2015 · 21 repositories · arXiv:1506.03134
  Syntology 18 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 3 honoured, 1 violated, 9 with no contract checked; 5 where Syntology's instrument failed) · 5 unverified (of 23 harvested samples) · 9 pointer-only (licence)
• Fast ConvNets Using Group-wise Brain Damage
  8 Jun 2015 · 0 repositories · arXiv:1506.02515
• Learning both Weights and Connections for Efficient Neural Networks
  8 Jun 2015 · 8 repositories · arXiv:1506.02626
  Syntology 7 ran (of which 3 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 3 pointer-only (licence)
• You Only Look Once: Unified, Real-Time Object Detection
  8 Jun 2015 · 144 repositories · arXiv:1506.02640
  Syntology 89 ran (of which 27 constructed an object rather than computing a result; 59 with no instrument failure: 4 honoured, 4 violated, 51 with no contract checked; 30 where Syntology's instrument failed) · 59 unverified (of 148 harvested samples) · 98 pointer-only (licence)
• Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
  4 Jun 2015 · 196 repositories · arXiv:1506.01497
  Syntology community repositories only · 79 ran (of which 9 constructed an object rather than computing a result; 50 with no instrument failure: 15 honoured, 5 violated, 30 with no contract checked; 29 where Syntology's instrument failed) · 45 unverified (of 124 harvested samples) · 44 pointer-only (licence)