Methods › General › Regularization › Early Stopping › Papers, page 5

Early Stopping

Papers archive 2025-07-28

archive papers tagged: 468 · with a code link: 197 · where Syntology ran a sample: 51 (41 with a run with no instrument failure, 10 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (51 of 468 tagged: 41 with a run with no instrument failure, 10 where every run was a failure of Syntology's instrument)

Page 5 of 5: papers 401 to 468 of 468, 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.

• Improved Consistency Regularization for GANs
  11 Feb 2020 · 0 repositories · arXiv:2002.04724
• Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN
  31 Jan 2020 · 0 repositories · arXiv:2001.11761
• Stochastic Optimization of Plain Convolutional Neural Networks with Simple methods
  24 Jan 2020 · 1 repository · arXiv:2001.08856
• HRFA: High-Resolution Feature-based Attack
  21 Jan 2020 · 0 repositories · arXiv:2001.07631
• Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures
  21 Jan 2020 · 0 repositories · arXiv:2001.08370
• Adaptive Stopping Rule for Kernel-based Gradient Descent Algorithms
  9 Jan 2020 · 0 repositories · arXiv:2001.02879
• CNN-generated images are surprisingly easy to spot... for now
  23 Dec 2019 · 5 repositories · arXiv:1912.11035
• The Spectral Bias of the Deep Image Prior
  18 Dec 2019 · 1 repository · arXiv:1912.08905
  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) · 2 pointer-only (licence)
• Detecting GAN generated errors
  2 Dec 2019 · 0 repositories · arXiv:1912.00527
• 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)
• 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)
• Improving singing voice separation with the Wave-U-Net using Minimum Hyperspherical Energy
  22 Oct 2019 · 1 repository · arXiv:1910.10071
• Image recognition from raw labels collected without annotators
  20 Oct 2019 · 1 repository · arXiv:1910.09055
• A cost-effective method for improving and re-purposing large, pre-trained GANs by fine-tuning their class-embeddings
  10 Oct 2019 · 1 repository · arXiv:1910.04760
• Distillation ≈ Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network
  2 Oct 2019 · 1 repository · arXiv:1910.01255
• Drawing Early-Bird Tickets: Towards More Efficient Training of Deep Networks
  26 Sep 2019 · 2 repositories · arXiv:1909.11957
  Syntology official (archive's flag): 4 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) · 3 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• Memory-Efficient Hierarchical Neural Architecture Search for Image Denoising
  18 Sep 2019 · 1 repository · arXiv:1909.08228
• k-Relevance Vectors: Considering Relevancy Beside Nearness
  18 Sep 2019 · 0 repositories · arXiv:1909.08528
• DARTS+: Improved Differentiable Architecture Search with Early Stopping
  13 Sep 2019 · 0 repositories · arXiv:1909.06035
• Towards Realistic Practices In Low-Resource Natural Language Processing: The Development Set
  4 Sep 2019 · 0 repositories · arXiv:1909.01522
• Adversarial Video Generation on Complex Datasets
  15 Jul 2019 · 1 repository · arXiv:1907.06571
• Large Scale Adversarial Representation Learning
  4 Jul 2019 · 4 repositories · arXiv:1907.02544
  Syntology 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) · 1 unverified (of 3 harvested samples)
• Generalization Guarantees for Neural Networks via Harnessing the Low-rank Structure of the Jacobian
  12 Jun 2019 · 0 repositories · arXiv:1906.05392
• Off-Policy Evaluation via Off-Policy Classification
  4 Jun 2019 · 0 repositories · arXiv:1906.01624
• The Theory Behind Overfitting, Cross Validation, Regularization, Bagging, and Boosting: Tutorial
  28 May 2019 · 0 repositories · arXiv:1905.12787
• Style transfer-based image synthesis as an efficient regularization technique in deep learning
  27 May 2019 · 0 repositories · arXiv:1905.10974
• Moving Target Defense for Deep Visual Sensing against Adversarial Examples
  11 May 2019 · 0 repositories · arXiv:1905.13148
• Improved Precision and Recall Metric for Assessing Generative Models
  15 Apr 2019 · 10 repositories · arXiv:1904.06991
  Syntology official (archive's flag): 1 ran · 30 ran (of which 12 constructed an object rather than computing a result; 20 with no instrument failure: 5 honoured, 1 violated, 14 with no contract checked; 10 where Syntology's instrument failed) · 12 unverified (of 42 harvested samples) · 25 pointer-only (licence)
• Bayesian Neural Networks at Finite Temperature
  8 Apr 2019 · 1 repository · arXiv:1904.04154
• Sound source ranging using a feed-forward neural network with fitting-based early stopping
  1 Apr 2019 · 0 repositories · arXiv:1904.00583
• Gradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks
  27 Mar 2019 · 1 repository · arXiv:1903.11680
• High-Dimensional Linear Regression via Implicit Regularization
  22 Mar 2019 · 0 repositories · arXiv:1903.09367
• High-Fidelity Image Generation With Fewer Labels
  6 Mar 2019 · 1 repository · arXiv:1903.02271
• Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology
  23 Dec 2018 · 2 repositories · arXiv:1812.09764
  Syntology official (archive's flag): 8 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 1 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 2 pointer-only (licence)
• DeepCalib: a deep learning approach for automatic intrinsic calibration of wide field-of-view cameras
  15 Dec 2018 · 1 repository
• Pitfalls of Graph Neural Network Evaluation
  14 Nov 2018 · 2 repositories · arXiv:1811.05868
  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) · 1 unverified (of 3 harvested samples)
• Fast Hyperparameter Optimization of Deep Neural Networks via Ensembling Multiple Surrogates
  6 Nov 2018 · 0 repositories · arXiv:1811.02319
• Metropolis-Hastings view on variational inference and adversarial training
  16 Oct 2018 · 0 repositories · arXiv:1810.07151
• A Unified Dynamic Approach to Sparse Model Selection
  8 Oct 2018 · 0 repositories · arXiv:1810.03608
• Large Scale GAN Training for High Fidelity Natural Image Synthesis
  28 Sep 2018 · 35 repositories · arXiv:1809.11096
  Syntology 28 ran (of which 0 constructed an object rather than computing a result; 20 with no instrument failure: 1 honoured, 2 violated, 17 with no contract checked; 8 where Syntology's instrument failed) · 13 unverified (of 41 harvested samples) · 14 pointer-only (licence)
• An analytic theory of generalization dynamics and transfer learning in deep linear networks
  27 Sep 2018 · 0 repositories · arXiv:1809.10374
• A Collaborative Approach to Angel and Venture Capital Investment Recommendations
  26 Jul 2018 · 0 repositories · arXiv:1807.09967
• Risk Bounds for Unsupervised Cross-Domain Mapping with IPMs
  23 Jul 2018 · 0 repositories · arXiv:1807.08501
• Minnorm training: an algorithm for training over-parameterized deep neural networks
  3 Jun 2018 · 0 repositories · arXiv:1806.00730
• The Dynamics of Learning: A Random Matrix Approach
  30 May 2018 · 0 repositories · arXiv:1805.11917
• Early Stopping for Nonparametric Testing
  25 May 2018 · 0 repositories · arXiv:1805.09950
• The Importance of Norm Regularization in Linear Graph Embedding: Theoretical Analysis and Empirical Demonstration
  10 Feb 2018 · 0 repositories · arXiv:1802.03560
• TESLA: Task-wise Early Stopping and Loss Aggregation for Dynamic Neural Network Inference
  1 Jan 2018 · 0 repositories
• Theory of Deep Learning III: explaining the non-overfitting puzzle
  30 Dec 2017 · 0 repositories · arXiv:1801.00173
• Building Robust Deep Neural Networks for Road Sign Detection
  26 Dec 2017 · 0 repositories · arXiv:1712.09327
• Stochastic Particle Gradient Descent for Infinite Ensembles
  14 Dec 2017 · 0 repositories · arXiv:1712.05438
• High-dimensional dynamics of generalization error in neural networks
  10 Oct 2017 · 0 repositories · arXiv:1710.03667
• Massively-Parallel Feature Selection for Big Data
  23 Aug 2017 · 0 repositories · arXiv:1708.07178
• Optimization by gradient boosting
  17 Jul 2017 · 0 repositories · arXiv:1707.05023
• Object Detection Using Deep CNNs Trained on Synthetic Images
  21 Jun 2017 · 0 repositories · arXiv:1706.06782
• Toward Optimal Run Racing: Application to Deep Learning Calibration
  10 Jun 2017 · 0 repositories · arXiv:1706.03199
• Accelerating Neural Architecture Search using Performance Prediction
  30 May 2017 · 2 repositories · arXiv:1705.10823
• Regularizing Model Complexity and Label Structure for Multi-Label Text Classification
  1 May 2017 · 1 repository · arXiv:1705.00740
• Google Vizier: A Service for Black-Box Optimization
  1 Jan 2017 · 1 repository
• Boosted Sparse Non-linear Distance Metric Learning
  10 Dec 2015 · 0 repositories · arXiv:1512.03396
• NYTRO: When Subsampling Meets Early Stopping
  19 Oct 2015 · 1 repository · arXiv:1510.05684
• How to Generate a Good Word Embedding?
  20 Jul 2015 · 2 repositories · arXiv:1507.05523
• Totally Corrective Boosting with Cardinality Penalization
  7 Apr 2015 · 0 repositories · arXiv:1504.01446
• Early Stopping is Nonparametric Variational Inference
  6 Apr 2015 · 1 repository · arXiv:1504.01344
• Compute Less to Get More: Using ORC to Improve Sparse Filtering
  16 Sep 2014 · 0 repositories · arXiv:1409.4689
• Nonconvex Statistical Optimization: Minimax-Optimal Sparse PCA in Polynomial Time
  22 Aug 2014 · 0 repositories · arXiv:1408.5352
• Approximated Infomax Early Stopping: Revisiting Gaussian RBMs on Natural Images
  19 Dec 2013 · 0 repositories · arXiv:1312.5412
• Early stopping and non-parametric regression: An optimal data-dependent stopping rule
  15 Jun 2013 · 0 repositories · arXiv:1306.3574