Methods › General › Activation Functions › Tanh Activation › Papers, page 63

Tanh Activation

Papers archive 2025-07-28

archive papers tagged: 6,333 · with a code link: 2,134 · where Syntology ran a sample: 386 (324 with a run with no instrument failure, 62 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (386 of 6,333 tagged: 324 with a run with no instrument failure, 62 where every run was a failure of Syntology's instrument)

Page 63 of 64: papers 6,201 to 6,300 of 6,333, 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.

• Diversified Visual Attention Networks for Fine-Grained Object Classification
  28 Jun 2016 · 0 repositories · arXiv:1606.08572
• A Comprehensive Study of Deep Bidirectional LSTM RNNs for Acoustic Modeling in Speech Recognition
  22 Jun 2016 · 0 repositories · arXiv:1606.06871
• Drawing and Recognizing Chinese Characters with Recurrent Neural Network
  21 Jun 2016 · 1 repository · arXiv:1606.06539
• Incremental Parsing with Minimal Features Using Bi-Directional LSTM
  21 Jun 2016 · 0 repositories · arXiv:1606.06406
• Neural Morphological Tagging from Characters for Morphologically Rich Languages
  21 Jun 2016 · 1 repository · arXiv:1606.06640
• Detection and Tracking of Liquids with Fully Convolutional Networks
  20 Jun 2016 · 0 repositories · arXiv:1606.06266
• Stance Detection with Bidirectional Conditional Encoding
  17 Jun 2016 · 1 repository · arXiv:1606.05464
• Conditional Image Generation with PixelCNN Decoders
  16 Jun 2016 · 14 repositories · arXiv:1606.05328
  Syntology 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 2 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 6 unverified (of 14 harvested samples) · 3 pointer-only (licence)
• Increasing the Interpretability of Recurrent Neural Networks Using Hidden Markov Models
  16 Jun 2016 · 0 repositories · arXiv:1606.05320
• Bidirectional Long-Short Term Memory for Video Description
  15 Jun 2016 · 0 repositories · arXiv:1606.04631
• Multi-Modal Hybrid Deep Neural Network for Speech Enhancement
  15 Jun 2016 · 0 repositories · arXiv:1606.04750
• Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation
  14 Jun 2016 · 1 repository · arXiv:1606.04199
• Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads
  12 Jun 2016 · 1 repository · arXiv:1606.03667
• 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)
• MuFuRU: The Multi-Function Recurrent Unit
  9 Jun 2016 · 0 repositories · arXiv:1606.03002
• Sequence-to-Sequence Learning as Beam-Search Optimization
  9 Jun 2016 · 6 repositories · arXiv:1606.02960
  Syntology community repositories only · 8 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; 0 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples)
• Gated Word-Character Recurrent Language Model
  6 Jun 2016 · 5 repositories · arXiv:1606.01700
• Generating Natural Language Inference Chains
  4 Jun 2016 · 0 repositories · arXiv:1606.01404
• End-to-end LSTM-based dialog control optimized with supervised and reinforcement learning
  3 Jun 2016 · 0 repositories · arXiv:1606.01269
• Progressively Parsing Interactional Objects for Fine Grained Action Detection
  1 Jun 2016 · 0 repositories
• Aspect Level Sentiment Classification with Deep Memory Network
  28 May 2016 · 8 repositories · arXiv:1605.08900
  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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Automatic Open Knowledge Acquisition via Long Short-Term Memory Networks with Feedback Negative Sampling
  25 May 2016 · 0 repositories · arXiv:1605.07918
• Data Programming: Creating Large Training Sets, Quickly
  25 May 2016 · 4 repositories · arXiv:1605.07723
  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) · 2 unverified (of 8 harvested samples)
• Programming with a Differentiable Forth Interpreter
  21 May 2016 · 1 repository · arXiv:1605.06640
  Syntology 9 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; 0 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples)
• LSTM with Working Memory
  6 May 2016 · 0 repositories · arXiv:1605.01988
• Modeling Rich Contexts for Sentiment Classification with LSTM
  5 May 2016 · 1 repository · arXiv:1605.01478
• LibN3L:A Lightweight Package for Neural NLP
  1 May 2016 · 0 repositories
• Bridging LSTM Architecture and the Neural Dynamics during Reading
  22 Apr 2016 · 0 repositories · arXiv:1604.06635
• Dependency Parsing with LSTMs: An Empirical Evaluation
  22 Apr 2016 · 0 repositories · arXiv:1604.06529
• Chinese Song Iambics Generation with Neural Attention-based Model
  21 Apr 2016 · 0 repositories · arXiv:1604.06274
• Scan, Attend and Read: End-to-End Handwritten Paragraph Recognition with MDLSTM Attention
  12 Apr 2016 · 0 repositories · arXiv:1604.03286
• Deep Gate Recurrent Neural Network
  11 Apr 2016 · 0 repositories · arXiv:1604.02910
• Learning Compact Recurrent Neural Networks
  9 Apr 2016 · 0 repositories · arXiv:1604.02594
• Geometric Scene Parsing with Hierarchical LSTM
  7 Apr 2016 · 0 repositories · arXiv:1604.01931
• A Focused Dynamic Attention Model for Visual Question Answering
  6 Apr 2016 · 0 repositories · arXiv:1604.01485
• Image Captioning with Deep Bidirectional LSTMs
  4 Apr 2016 · 1 repository · arXiv:1604.00790
• LSTM based Conversation Models
  31 Mar 2016 · 1 repository · arXiv:1603.09457
• Minimal Gated Unit for Recurrent Neural Networks
  31 Mar 2016 · 0 repositories · arXiv:1603.09420
• Enhancing Sentence Relation Modeling with Auxiliary Character-level Embedding
  30 Mar 2016 · 0 repositories · arXiv:1603.09405
• Recurrent Batch Normalization
  30 Mar 2016 · 3 repositories · arXiv:1603.09025
  Syntology 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) · 1 unverified (of 2 harvested samples)
• Investigation Into The Effectiveness Of Long Short Term Memory Networks For Stock Price Prediction
  25 Mar 2016 · 0 repositories · arXiv:1603.07893
• Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks
  24 Mar 2016 · 0 repositories · arXiv:1603.07772
• Semantic Object Parsing with Graph LSTM
  23 Mar 2016 · 0 repositories · arXiv:1603.07063
• Semi-supervised Word Sense Disambiguation with Neural Models
  22 Mar 2016 · 0 repositories · arXiv:1603.07012
• Incorporating Copying Mechanism in Sequence-to-Sequence Learning
  21 Mar 2016 · 7 repositories · arXiv:1603.06393
• Segmentation from Natural Language Expressions
  20 Mar 2016 · 4 repositories · arXiv:1603.06180
• Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations
  14 Mar 2016 · 1 repository · arXiv:1603.04351
  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) · 4 unverified (of 7 harvested samples)
• Low-rank passthrough neural networks
  10 Mar 2016 · 4 repositories · arXiv:1603.03116
• A Latent Variable Recurrent Neural Network for Discourse Relation Language Models
  7 Mar 2016 · 1 repository · arXiv:1603.01913
• End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
  4 Mar 2016 · 25 repositories · arXiv:1603.01354
  Syntology 24 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 2 honoured, 0 violated, 20 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 24 harvested samples) · 3 pointer-only (licence)
• Lie Access Neural Turing Machine
  28 Feb 2016 · 0 repositories · arXiv:1602.08671
• Contextual LSTM (CLSTM) models for Large scale NLP tasks
  19 Feb 2016 · 0 repositories · arXiv:1602.06291
• Bi-directional LSTM Recurrent Neural Network for Chinese Word Segmentation
  16 Feb 2016 · 0 repositories · arXiv:1602.04874
• Look, Listen and Learn - A Multimodal LSTM for Speaker Identification
  13 Feb 2016 · 0 repositories · arXiv:1602.04364
• Associative Long Short-Term Memory
  9 Feb 2016 · 3 repositories · arXiv:1602.03032
• Learning Efficient Algorithms with Hierarchical Attentive Memory
  9 Feb 2016 · 0 repositories · arXiv:1602.03218
• Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings
  7 Feb 2016 · 0 repositories · arXiv:1602.02373
• 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)
• Pixel Recurrent Neural Networks
  25 Jan 2016 · 20 repositories · arXiv:1601.06759
  Syntology 19 ran (of which 8 constructed an object rather than computing a result; 17 with no instrument failure: 1 honoured, 0 violated, 16 with no contract checked; 2 where Syntology's instrument failed) · 10 unverified (of 29 harvested samples) · 18 pointer-only (licence)
• Investigating gated recurrent neural networks for speech synthesis
  11 Jan 2016 · 0 repositories · arXiv:1601.02539
• Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling
  7 Jan 2016 · 0 repositories · arXiv:1601.01530
• Mutual Information and Diverse Decoding Improve Neural Machine Translation
  4 Jan 2016 · 1 repository · arXiv:1601.00372
• Learning Natural Language Inference with LSTM
  30 Dec 2015 · 4 repositories · arXiv:1512.08849
  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)
• An Empirical Comparison of Neural Architectures for Reinforcement Learning in Partially Observable Environments
  17 Dec 2015 · 0 repositories · arXiv:1512.05509
• A Theoretically Grounded Application of Dropout in Recurrent Neural Networks
  16 Dec 2015 · 14 repositories · arXiv:1512.05287
  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)
• Generating News Headlines with Recurrent Neural Networks
  5 Dec 2015 · 4 repositories · arXiv:1512.01712
• Effective LSTMs for Target-Dependent Sentiment Classification
  3 Dec 2015 · 10 repositories · arXiv:1512.01100
  Syntology 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) · 2 unverified (of 3 harvested samples)
• Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question
  1 Dec 2015 · 0 repositories
• Guiding the Long-Short Term Memory Model for Image Caption Generation
  1 Dec 2015 · 0 repositories
• LSTM Neural Reordering Feature for Statistical Machine Translation
  1 Dec 2015 · 0 repositories · arXiv:1512.00177
• Sequence to Sequence - Video to Text
  1 Dec 2015 · 0 repositories
• A C-LSTM Neural Network for Text Classification
  27 Nov 2015 · 10 repositories · arXiv:1511.08630
• Named Entity Recognition with Bidirectional LSTM-CNNs
  26 Nov 2015 · 14 repositories · arXiv:1511.08308
  Syntology 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 4 pointer-only (licence)
• Regularizing RNNs by Stabilizing Activations
  26 Nov 2015 · 1 repository · arXiv:1511.08400
• Towards Universal Paraphrastic Sentence Embeddings
  25 Nov 2015 · 0 repositories · arXiv:1511.08198
• A Hierarchical Deep Temporal Model for Group Activity Recognition
  19 Nov 2015 · 1 repository · arXiv:1511.06040
• Blending LSTMs into CNNs
  19 Nov 2015 · 0 repositories · arXiv:1511.06433
• Comparative Study of Deep Learning Software Frameworks
  19 Nov 2015 · 0 repositories · arXiv:1511.06435
• Order Matters: Sequence to sequence for sets
  19 Nov 2015 · 9 repositories · arXiv:1511.06391
• Spatio-temporal video autoencoder with differentiable memory
  19 Nov 2015 · 1 repository · arXiv:1511.06309
• Symbol Grounding Association in Multimodal Sequences with Missing Elements
  13 Nov 2015 · 0 repositories · arXiv:1511.04401
• Larger-Context Language Modelling
  11 Nov 2015 · 0 repositories · arXiv:1511.03729
• Visual7W: Grounded Question Answering in Images
  11 Nov 2015 · 0 repositories · arXiv:1511.03416
• Top-down Tree Long Short-Term Memory Networks
  31 Oct 2015 · 1 repository · arXiv:1511.00060
• Generating Text with Deep Reinforcement Learning
  30 Oct 2015 · 0 repositories · arXiv:1510.09202
• Empirical Study on Deep Learning Models for Question Answering
  26 Oct 2015 · 0 repositories · arXiv:1510.07526
• Phenotyping of Clinical Time Series with LSTM Recurrent Neural Networks
  26 Oct 2015 · 0 repositories · arXiv:1510.07641
• Optimizing and Contrasting Recurrent Neural Network Architectures
  16 Oct 2015 · 0 repositories · arXiv:1510.04953
• Guiding Long-Short Term Memory for Image Caption Generation
  16 Sep 2015 · 1 repository · arXiv:1509.04942
• Long Short-Term Memory Neural Networks for Chinese Word Segmentation
  1 Sep 2015 · 0 repositories
• Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path
  15 Aug 2015 · 0 repositories · arXiv:1508.03720
• Benchmarking of LSTM Networks
  11 Aug 2015 · 1 repository · arXiv:1508.02774
• Bidirectional LSTM-CRF Models for Sequence Tagging
  9 Aug 2015 · 25 repositories · arXiv:1508.01991
  Syntology 8 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; 0 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples)
• Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
  7 Aug 2015 · 2 repositories · arXiv:1508.01745
  Syntology 7 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 4 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 3 pointer-only (licence)
• Time-series modeling with undecimated fully convolutional neural networks
  3 Aug 2015 · 0 repositories · arXiv:1508.00317
• Fast and Accurate Recurrent Neural Network Acoustic Models for Speech Recognition
  24 Jul 2015 · 0 repositories · arXiv:1507.06947
• Deep Recurrent Q-Learning for Partially Observable MDPs
  23 Jul 2015 · 5 repositories · arXiv:1507.06527
  Syntology 0 ran · 2 unverified (of 2 harvested samples)
• Grid Long Short-Term Memory
  6 Jul 2015 · 1 repository · arXiv:1507.01526
• Attention-Based Models for Speech Recognition
  24 Jun 2015 · 14 repositories · arXiv:1506.07503
• A Deep Memory-based Architecture for Sequence-to-Sequence Learning
  22 Jun 2015 · 0 repositories · arXiv:1506.06442