Methods › General › Activation Functions › ReLU › Papers where code ran, page 7

ReLU

Papers archive 2025-07-28

archive papers tagged: 10,350 · with a code link: 4,256 · where Syntology ran a sample: 1,079 (909 with a run with no instrument failure, 170 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,079 of 10,350 tagged: 909 with a run with no instrument failure, 170 where every run was a failure of Syntology's instrument)

Syntology We ran code from the paper's repository; we did not isolate this method inside it.

Page 7 of 11: papers 601 to 700 of the 1,079 tagged papers where Syntology ran at least one harvested sample (909 with a run with no instrument failure, 170 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.

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.

• Molecule Attention Transformer
  19 Feb 2020 · 7 repositories · arXiv:2002.08264
  Syntology official (archive's flag): 2 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 2 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 3 pointer-only (licence)
• Picking Winning Tickets Before Training by Preserving Gradient Flow
  18 Feb 2020 · 3 repositories · arXiv:2002.07376
  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) · 1 unverified (of 2 harvested samples)
• Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations
  17 Feb 2020 · 1 repository · arXiv:2002.07136
  Syntology official (archive's flag): 9 ran · 9 ran (of which 8 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) · 2 unverified (of 11 harvested samples)
• Active Bayesian Assessment for Black-Box Classifiers
  16 Feb 2020 · 1 repository · arXiv:2002.06532
  Syntology 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)
• Multi-layer Representation Fusion for Neural Machine Translation
  16 Feb 2020 · 1 repository · arXiv:2002.06714
  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) · 1 pointer-only (licence)
• UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation
  15 Feb 2020 · 2 repositories · arXiv:2002.06353
  Syntology official: harvested, nothing 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) · 3 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets
  14 Feb 2020 · 4 repositories · arXiv:2002.05990
  Syntology official (archive's flag): 1 ran · 4 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; 3 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples)
• Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing
  14 Feb 2020 · 5 repositories · arXiv:2002.07033
  Syntology 3 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; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• A Simple Framework for Contrastive Learning of Visual Representations
  13 Feb 2020 · 96 repositories · arXiv:2002.05709
  Syntology official (archive's flag): 2 ran · 115 ran (of which 33 constructed an object rather than computing a result; 90 with no instrument failure: 1 honoured, 1 violated, 88 with no contract checked; 25 where Syntology's instrument failed) · 22 unverified (of 137 harvested samples) · 52 pointer-only (licence)
• Cross-Iteration Batch Normalization
  13 Feb 2020 · 2 repositories · arXiv:2002.05712
  Syntology 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) · 2 unverified (of 6 harvested samples) · 1 pointer-only (licence)
• On Layer Normalization in the Transformer Architecture
  12 Feb 2020 · 9 repositories · arXiv:2002.04745
  Syntology 10 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; 0 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples)
• Lookahead: a Far-Sighted Alternative of Magnitude-based Pruning
  12 Feb 2020 · 1 repository · arXiv:2002.04809
  Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 6 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 10 pointer-only (licence)
• GLU Variants Improve Transformer
  12 Feb 2020 · 27 repositories · arXiv:2002.05202
  Syntology 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 3 honoured, 4 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 7 pointer-only (licence)
• The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification
  11 Feb 2020 · 3 repositories · arXiv:2002.04264
  Syntology official (archive's flag): 2 ran · 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) · 1 unverified (of 5 harvested samples) · 2 pointer-only (licence)
• Blank Language Models
  8 Feb 2020 · 1 repository · arXiv:2002.03079
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• Soft Threshold Weight Reparameterization for Learnable Sparsity
  8 Feb 2020 · 1 repository · arXiv:2002.03231
  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) · 2 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss
  7 Feb 2020 · 5 repositories · arXiv:2002.02562
  Syntology 2 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; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
• Linear predictor on linearly-generated data with missing values: non consistency and solutions
  3 Feb 2020 · 1 repository · arXiv:2002.00658
  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) · 1 unverified (of 4 harvested samples)
• Bridging Text and Video: A Universal Multimodal Transformer for Video-Audio Scene-Aware Dialog
  1 Feb 2020 · 1 repository · arXiv:2002.00163
  Syntology 5 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; 2 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning
  23 Jan 2020 · 4 repositories · arXiv:2001.08726
  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: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 6 harvested samples)
• SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation
  21 Jan 2020 · 3 repositories · arXiv:2001.07645
  Syntology official (archive's flag): 9 ran · 12 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; 3 where Syntology's instrument failed) · 3 unverified (of 15 harvested samples)
• Harmonic Convolutional Networks based on Discrete Cosine Transform
  18 Jan 2020 · 1 repository · arXiv:2001.06570
  Syntology official (archive's flag): 10 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) · 0 unverified (of 10 harvested samples)
• Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network
  17 Jan 2020 · 1 repository · arXiv:2001.06268
  Syntology 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) · 8 unverified (of 11 harvested samples)
• Deep Residual Flow for Out of Distribution Detection
  15 Jan 2020 · 1 repository · arXiv:2001.05419
  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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Reformer: The Efficient Transformer
  13 Jan 2020 · 10 repositories · arXiv:2001.04451
  Syntology community repositories only · 6 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; 5 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples)
• Sparse Weight Activation Training
  7 Jan 2020 · 1 repository · arXiv:2001.01969
  Syntology official (archive's flag): 3 ran · 3 ran (of which 3 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) · 1 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 4 harvested samples) · 4 pointer-only (licence)
• Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification
  6 Jan 2020 · 2 repositories · arXiv:2001.01526
  Syntology official (archive's flag): 5 ran · 8 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 6 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples)
• FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network
  5 Jan 2020 · 2 repositories · arXiv:2001.01265
  Syntology official (archive's flag): 4 ran · 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) · 5 unverified (of 13 harvested samples)
• Discrimination-aware Network Pruning for Deep Model Compression
  4 Jan 2020 · 1 repository · arXiv:2001.01050
  Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
• ZeroQ: A Novel Zero Shot Quantization Framework
  1 Jan 2020 · 3 repositories · arXiv:2001.00281
  Syntology community repositories only · 7 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 12 unverified (of 19 harvested samples) · 2 pointer-only (licence)
• PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction
  31 Dec 2019 · 2 repositories · arXiv:2001.00106
  Syntology official (archive's flag): 7 ran · 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) · 4 unverified (of 11 harvested samples)
• SLM Lab: A Comprehensive Benchmark and Modular Software Framework for Reproducible Deep Reinforcement Learning
  28 Dec 2019 · 1 repository · arXiv:1912.12482
  Syntology official (archive's flag): 10 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) · 3 unverified (of 13 harvested samples)
• Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection
  25 Dec 2019 · 2 repositories · arXiv:1912.11637
  Syntology official: no sample here; runs from other or unrecorded repositories · 3 ran (of which 1 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) · 3 pointer-only (licence)
• Big Transfer (BiT): General Visual Representation Learning
  24 Dec 2019 · 9 repositories · arXiv:1912.11370
  Syntology community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
• Discrete and Continuous Action Representation for Practical RL in Video Games
  23 Dec 2019 · 1 repository · arXiv:1912.11077
  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)
• Axial Attention in Multidimensional Transformers
  20 Dec 2019 · 3 repositories · arXiv:1912.12180
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting
  19 Dec 2019 · 36 repositories · arXiv:1912.09363
  Syntology 8 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 5 pointer-only (licence)
• PointRend: Image Segmentation as Rendering
  17 Dec 2019 · 14 repositories · arXiv:1912.08193
  Syntology community repositories only · 16 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 18 harvested samples)
• Meshed-Memory Transformer for Image Captioning
  17 Dec 2019 · 2 repositories · arXiv:1912.08226
  Syntology official (archive's flag): 8 ran · 8 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; 2 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 3 pointer-only (licence)
• UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
  11 Dec 2019 · 13 repositories · arXiv:1912.05074
  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) · 5 unverified (of 9 harvested samples) · 3 pointer-only (licence)
• Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference
  6 Dec 2019 · 1 repository · arXiv:1912.03203
  Syntology official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection
  5 Dec 2019 · 13 repositories · arXiv:1912.02424
  Syntology 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)
• AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
  5 Dec 2019 · 15 repositories · arXiv:1912.02781
  Syntology official (archive's flag): 12 ran · 46 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 4 honoured, 2 violated, 3 with no contract checked; 37 where Syntology's instrument failed) · 5 unverified (of 51 harvested samples) · 25 pointer-only (licence)
• Self-Supervised Learning of Pretext-Invariant Representations
  4 Dec 2019 · 7 repositories · arXiv:1912.01991
  Syntology 3 ran (of which 3 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) · 1 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 4 harvested samples) · 4 pointer-only (licence)
• YOLACT++: Better Real-time Instance Segmentation
  3 Dec 2019 · 36 repositories · arXiv:1912.06218
  Syntology official (archive's flag): 5 ran · 37 ran (of which 0 constructed an object rather than computing a result; 33 with no instrument failure: 2 honoured, 2 violated, 29 with no contract checked; 4 where Syntology's instrument failed) · 6 unverified (of 43 harvested samples) · 5 pointer-only (licence)
• BLiMP: The Benchmark of Linguistic Minimal Pairs for English
  2 Dec 2019 · 4 repositories · arXiv:1912.00582
  Syntology 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)
• LOGAN: Latent Optimisation for Generative Adversarial Networks
  2 Dec 2019 · 1 repository · arXiv:1912.00953
  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) · 3 unverified (of 8 harvested samples) · 2 pointer-only (licence)
• What's Hidden in a Randomly Weighted Neural Network?
  29 Nov 2019 · 4 repositories · arXiv:1911.13299
  Syntology official (archive's flag): 5 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) · 0 unverified (of 9 harvested samples) · 5 pointer-only (licence)
• GhostNet: More Features from Cheap Operations
  27 Nov 2019 · 33 repositories · arXiv:1911.11907
  Syntology 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)
• Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation
  22 Nov 2019 · 9 repositories · arXiv:1911.10194
  Syntology official: harvested, nothing ran · 5 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; 1 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 1 pointer-only (licence)
• Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis
  21 Nov 2019 · 2 repositories · arXiv:1911.09267
  Syntology 4 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; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 1 pointer-only (licence)
• 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)
• Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks
  21 Nov 2019 · 16 repositories · arXiv:1911.09737
  Syntology 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)
• Towards Physics-informed Deep Learning for Turbulent Flow Prediction
  20 Nov 2019 · 1 repository · arXiv:1911.08655
  Syntology 3 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; 2 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Real-time Scene Text Detection with Differentiable Binarization
  20 Nov 2019 · 15 repositories · arXiv:1911.08947
  Syntology community repositories only · 20 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (of 25 harvested samples) · 1 pointer-only (licence)
• 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)
• Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
  19 Nov 2019 · 18 repositories · arXiv:1911.08265
  Syntology 43 ran (of which 36 constructed an object rather than computing a result; 43 with no instrument failure: 4 honoured, 0 violated, 39 with no contract checked; 0 where Syntology's instrument failed) · 21 unverified (of 64 harvested samples) · 62 pointer-only (licence)
• Graph Transformer for Graph-to-Sequence Learning
  18 Nov 2019 · 1 repository · arXiv:1911.07470
  Syntology official (archive's flag): 7 ran · 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)
• ResUNet++: An Advanced Architecture for Medical Image Segmentation
  16 Nov 2019 · 6 repositories · arXiv:1911.07067
  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: 1 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• CenterMask : Real-Time Anchor-Free Instance Segmentation
  15 Nov 2019 · 8 repositories · arXiv:1911.06667
  Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling
  14 Nov 2019 · 1 repository · arXiv:1911.06393
  Syntology 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) · 2 unverified (of 6 harvested samples)
• Self-labelling via simultaneous clustering and representation learning
  13 Nov 2019 · 5 repositories · arXiv:1911.05371
  Syntology official (archive's flag): 13 ran · 16 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; 4 where Syntology's instrument failed) · 2 unverified (of 18 harvested samples) · 6 pointer-only (licence)
• Compressive Transformers for Long-Range Sequence Modelling
  13 Nov 2019 · 6 repositories · arXiv:1911.05507
  Syntology 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 2 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 11 harvested samples)
• Momentum Contrast for Unsupervised Visual Representation Learning
  13 Nov 2019 · 44 repositories · arXiv:1911.05722
  Syntology community repositories only · 28 ran (of which 16 constructed an object rather than computing a result; 23 with no instrument failure: 0 honoured, 0 violated, 23 with no contract checked; 5 where Syntology's instrument failed) · 14 unverified (of 42 harvested samples) · 19 pointer-only (licence)
• SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery
  12 Nov 2019 · 1 repository · arXiv:1911.04738
  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) · 1 unverified (of 4 harvested samples)
• BP-Transformer: Modelling Long-Range Context via Binary Partitioning
  11 Nov 2019 · 2 repositories · arXiv:1911.04070
  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: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 7 harvested samples)
• 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)
• Distilling Knowledge Learned in BERT for Text Generation
  10 Nov 2019 · 2 repositories · arXiv:1911.03829
  Syntology official (archive's flag): 2 ran · 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)
• TENER: Adapting Transformer Encoder for Named Entity Recognition
  10 Nov 2019 · 6 repositories · arXiv:1911.04474
  Syntology 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)
• CoKE: Contextualized Knowledge Graph Embedding
  6 Nov 2019 · 3 repositories · arXiv:1911.02168
  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)
• DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation
  1 Nov 2019 · 6 repositories · arXiv:1911.00536
  Syntology community repositories only · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 12 harvested samples) · 12 pointer-only (licence)
• An Adaptive and Momental Bound Method for Stochastic Learning
  27 Oct 2019 · 2 repositories · arXiv:1910.12249
  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: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Parallel WaveGAN: A fast waveform generation model based on generative adversarial networks with multi-resolution spectrogram
  25 Oct 2019 · 12 repositories · arXiv:1910.11480
  Syntology 17 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 20 harvested samples) · 1 pointer-only (licence)
• Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders
  25 Oct 2019 · 7 repositories · arXiv:1910.12638
  Syntology community repositories only · 8 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; 2 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 1 pointer-only (licence)
• ESPnet-TTS: Unified, Reproducible, and Integratable Open Source End-to-End Text-to-Speech Toolkit
  24 Oct 2019 · 3 repositories · arXiv:1910.10909
  Syntology official (archive's flag): 1 ran · 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) · 1 pointer-only (licence)
• U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging
  24 Oct 2019 · 5 repositories · arXiv:1910.11162
  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) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
• Self-Correction for Human Parsing
  22 Oct 2019 · 2 repositories · arXiv:1910.09777
  Syntology official (archive's flag): 2 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Complex Transformer: A Framework for Modeling Complex-Valued Sequence
  22 Oct 2019 · 1 repository · arXiv:1910.10202
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
• Intracranial Hemorrhage Segmentation Using Deep Convolutional Model
  18 Oct 2019 · 1 repository · arXiv:1910.08643
  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)
• SurReal: Complex-Valued Learning as Principled Transformations on a Scaling and Rotation Manifold
  18 Oct 2019 · 1 repository · arXiv:1910.11334
  Syntology 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving
  15 Oct 2019 · 3 repositories · arXiv:1910.06611
  Syntology official (archive's flag): 8 ran · 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) · 3 unverified (of 11 harvested samples)
• Transformers without Tears: Improving the Normalization of Self-Attention
  14 Oct 2019 · 5 repositories · arXiv:1910.05895
  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)
• Q8BERT: Quantized 8Bit BERT
  14 Oct 2019 · 5 repositories · arXiv:1910.06188
  Syntology official (archive's flag): 5 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 2 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples) · 3 pointer-only (licence)
• Stabilizing Transformers for Reinforcement Learning
  13 Oct 2019 · 5 repositories · arXiv:1910.06764
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• HuggingFace's Transformers: State-of-the-art Natural Language Processing
  9 Oct 2019 · 9 repositories · arXiv:1910.03771
  Syntology 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)
• On the adequacy of untuned warmup for adaptive optimization
  9 Oct 2019 · 1 repository · arXiv:1910.04209
  Syntology 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)
• ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
  8 Oct 2019 · 13 repositories · arXiv:1910.03151
  Syntology 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)
• TorchBeast: A PyTorch Platform for Distributed RL
  8 Oct 2019 · 3 repositories · arXiv:1910.03552
  Syntology official (archive's flag): 3 ran · 6 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; 4 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 3 pointer-only (licence)
• Deep Network Classification by Scattering and Homotopy Dictionary Learning
  8 Oct 2019 · 1 repository · arXiv:1910.03561
  Syntology official (archive's flag): 4 ran · 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) · 2 unverified (of 6 harvested samples)
• QuaRL: Quantization for Fast and Environmentally Sustainable Reinforcement Learning
  2 Oct 2019 · 1 repository · arXiv:1910.01055
  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: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark
  1 Oct 2019 · 2 repositories · arXiv:1910.04867
  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)
• 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)
• Universal Approximation with Certified Networks
  30 Sep 2019 · 1 repository · arXiv:1909.13846
  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, 3 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Gated Linear Networks
  30 Sep 2019 · 2 repositories · arXiv:1910.01526
  Syntology 3 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; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• PolarMask: Single Shot Instance Segmentation with Polar Representation
  29 Sep 2019 · 2 repositories · arXiv:1909.13226
  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)
• RGBD-GAN: Unsupervised 3D Representation Learning From Natural Image Datasets via RGBD Image Synthesis
  27 Sep 2019 · 2 repositories · arXiv:1909.12573
  Syntology 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 2 pointer-only (licence)
• Universal Graph Transformer Self-Attention Networks
  26 Sep 2019 · 1 repository · arXiv:1909.11855
  Syntology official (archive's flag): 4 ran · 4 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; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• High Fidelity Speech Synthesis with Adversarial Networks
  25 Sep 2019 · 3 repositories · arXiv:1909.11646
  Syntology official (archive's flag): 1 ran · 3 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; 2 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 4 pointer-only (licence)
• Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations
  24 Sep 2019 · 1 repository · arXiv:1909.10681
  Syntology 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) · 3 pointer-only (licence)
• Unified Vision-Language Pre-Training for Image Captioning and VQA
  24 Sep 2019 · 3 repositories · arXiv:1909.11059
  Syntology official (archive's flag): 11 ran · 11 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; 3 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples) · 14 pointer-only (licence)