Datasets › CIFAR-10 › Papers, page 3

CIFAR-10

Papers archive 2025-07-28

papers with a benchmark row: 597 · with a code link: 514 · where Syntology ran a sample: 268 (227 with a run with no instrument failure, 41 where every run was a failure of Syntology's instrument) Syntology

Show: all papers with a benchmark rowonly where code ran (268 of 597 with a benchmark row: 227 with a run with no instrument failure, 41 where every run was a failure of Syntology's instrument)

Page 3 of 6: papers 201 to 300 of 597 with a leaderboard row on this dataset's benchmarks, newest first by the archive's date (ties by slug; undated papers last).

The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset, not that list; the archive's count for this dataset is 16,145. The Syntology column is from Syntology's graph, stated per sample; it is not part of any archive number. A line reads “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” (C is a part of N, never taken away from it); the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. When the archive marks a repository official for the paper, the cell 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. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record.

PaperCodeResultsDateSamples run Syntology
Constrained Adaptive Projection with Pretrained Features for Anomaly Detection 1 1 5 Dec 2021 not harvested
Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial Robustness 1 6 5 Dec 2021 official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence)
Sample Prior Guided Robust Model Learning to Suppress Noisy Labels 1 1 2 Dec 2021 not harvested
TNASP: A Transformer-based NAS Predictor with a Self-evolution Framework 0 1 1 Dec 2021 not harvested
EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs 1 2 30 Nov 2021 not harvested
Targeted Supervised Contrastive Learning for Long-Tailed Recognition 1 2 27 Nov 2021 official (archive's flag): 10 ran · 10 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; 1 where Syntology's instrument failed) · 4 unverified
DU-DARTS: Decreasing the Uncertainty of Differentiable Architecture Search 1 1 23 Nov 2021 not harvested
SSR: An Efficient and Robust Framework for Learning with Unknown Label Noise 1 1 22 Nov 2021 not harvested
XnODR and XnIDR: Two Accurate and Fast Fully Connected Layers For Convolutional Neural Networks 1 1 21 Nov 2021 not harvested
Trustworthy Long-Tailed Classification 2 1 17 Nov 2021 not harvested
FastFlow: Unsupervised Anomaly Detection and Localization via 2D Normalizing Flows 5 1 15 Nov 2021 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified
Probabilistic Contrastive Learning for Domain Adaptation 2 1 11 Nov 2021 not harvested
Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective 1 2 6 Nov 2021 official (archive's flag): 6 ran · 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) · 1 unverified
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples 2 1 4 Nov 2021 official (archive's flag): 1 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) · 0 unverified (2 pointer-only for licence)
Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training 1 1 1 Nov 2021 official (archive's flag): 7 ran · 9 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 7 where Syntology's instrument failed) · 0 unverified (9 pointer-only for licence)
DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples 0 3 26 Oct 2021 not harvested
Parameter Prediction for Unseen Deep Architectures 1 1 25 Oct 2021 official: harvested, nothing ran · 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) · 1 unverified (2 pointer-only for licence)
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory 1 1 21 Oct 2021 official (archive's flag): 9 ran · 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) · 2 unverified (2 pointer-only for licence)
Improving Tail-Class Representation with Centroid Contrastive Learning 0 1 19 Oct 2021 not harvested
FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes 1 2 15 Oct 2021 not harvested
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling 2 3 15 Oct 2021 official (archive's flag): 2 ran · 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified
Self-supervised Learning is More Robust to Dataset Imbalance 1 1 11 Oct 2021 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 (1 pointer-only for licence)
Long Expressive Memory for Sequence Modeling 1 1 10 Oct 2021 official (archive's flag): 1 ran · 5 ran (of which 1 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (1 pointer-only for licence)
Unsupervised Selective Labeling for More Effective Semi-Supervised Learning 1 2 6 Oct 2021 official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence)
Influence-Balanced Loss for Imbalanced Visual Classification 1 1 6 Oct 2021 official (archive's flag): 2 ran · 2 ran (of which 1 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
ResNet strikes back: An improved training procedure in timm 14 2 1 Oct 2021 official: harvested for another paper · 0 ran · 3 unverified
Perturbated Gradients Updating within Unit Space for Deep Learning 1 1 1 Oct 2021 not harvested
WaveMix: Multi-Resolution Token Mixing for Images 1 1 29 Sep 2021 not harvested
Connecting Low-Loss Subspace for Personalized Federated Learning 1 2 16 Sep 2021 official: harvested, nothing ran · 0 ran · 2 unverified (2 pointer-only for licence)
ConvMLP: Hierarchical Convolutional MLPs for Vision 4 3 9 Sep 2021 official: harvested, nothing ran · 0 ran · 3 unverified
Dash: Semi-Supervised Learning with Dynamic Thresholding 0 2 1 Sep 2021 not harvested
New Pruning Method Based on DenseNet Network for Image Classification 0 1 28 Aug 2021 not harvested
iDARTS: Improving DARTS by Node Normalization and Decorrelation Discretization 0 1 25 Aug 2021 not harvested
Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain 1 1 19 Aug 2021 official (archive's flag): 9 ran · 9 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; 7 where Syntology's instrument failed) · 1 unverified
Out-of-Distribution Detection Using Outlier Detection Methods 1 1 18 Aug 2021 not harvested
Contextual Convolutional Neural Networks 1 1 17 Aug 2021 not harvested
EEEA-Net: An Early Exit Evolutionary Neural Architecture Search 1 2 13 Aug 2021 not harvested
Global Self-Attention as a Replacement for Graph Convolution 3 1 7 Aug 2021 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
ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot 0 1 5 Aug 2021 not harvested
Parametric Contrastive Learning 5 1 26 Jul 2021 official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 2 unverified; the one sample that ran constructed an object rather than computing a result (1 pointer-only for licence)
μDARTS: Model Uncertainty-Aware Differentiable Architecture Search 0 1 24 Jul 2021 not harvested
Conditional GANs with Auxiliary Discriminative Classifier 2 1 21 Jul 2021 official (archive's flag): 2 ran · 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) · 2 unverified (6 pointer-only for licence)
Parametric Scattering Networks 1 9 20 Jul 2021 official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified
Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition 2 3 20 Jul 2021 official (archive's flag): 5 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) · 1 unverified (5 pointer-only for licence)
ViTGAN: Training GANs with Vision Transformers 3 1 9 Jul 2021 official (archive's flag): 1 ran · 16 ran (of which 12 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
Vision Xformers: Efficient Attention for Image Classification 2 7 5 Jul 2021 not harvested
AutoFormer: Searching Transformers for Visual Recognition 2 1 1 Jul 2021 not harvested
Global Filter Networks for Image Classification 4 1 1 Jul 2021 official (archive's flag): 5 ran · 6 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (5 pointer-only for licence)
Variational Diffusion Models 5 1 1 Jul 2021 official (archive's flag): 11 ran · 29 ran (of which 18 constructed an object rather than computing a result; 20 with no instrument failure: 0 honoured, 1 violated, 19 with no contract checked; 9 where Syntology's instrument failed) · 9 unverified (2 pointer-only for licence)
AutoNovel: Automatically Discovering and Learning Novel Visual Categories 1 1 29 Jun 2021 not harvested
Personalized Federated Learning with Gaussian Processes 1 3 29 Jun 2021 not harvested
DARTS-PRIME: Regularization and Scheduling Improve Constrained Optimization in Differentiable NAS 0 1 22 Jun 2021 not harvested
Lossy Compression for Lossless Prediction 1 1 21 Jun 2021 official (archive's flag): 9 ran · 9 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; 1 where Syntology's instrument failed) · 2 unverified
How does topology of neural architectures impact gradient propagation and model performance? 1 2 16 Jun 2021 not harvested
Multi-Resolution Continuous Normalizing Flows 1 1 15 Jun 2021 not harvested
Score-based Generative Modeling in Latent Space 1 1 10 Jun 2021 official (archive's flag): 2 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) · 3 unverified (5 pointer-only for licence)
DASVDD: Deep Autoencoding Support Vector Data Descriptor for Anomaly Detection 1 1 9 Jun 2021 official (archive's flag): 2 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 (2 pointer-only for licence)
Densely connected normalizing flows 4 1 8 Jun 2021 not harvested
LaplaceNet: A Hybrid Graph-Energy Neural Network for Deep Semi-Supervised Classification 1 2 8 Jun 2021 not harvested
Mean-Shifted Contrastive Loss for Anomaly Detection 2 1 7 Jun 2021 not harvested
Exploring the Limits of Out-of-Distribution Detection 1 3 6 Jun 2021 not harvested
When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations 2 6 3 Jun 2021 not harvested
Clustering-friendly Representation Learning via Instance Discrimination and Feature Decorrelation 1 1 31 May 2021 not harvested
Effect of Pre-Training Scale on Intra- and Inter-Domain Full and Few-Shot Transfer Learning for Natural and Medical X-Ray Chest Images 1 2 31 May 2021 not harvested
Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition 2 1 31 May 2021 official (archive's flag): 2 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) · 1 unverified (3 pointer-only for licence)
Drop Clause: Enhancing Performance, Interpretability and Robustness of the Tsetlin Machine 7 1 30 May 2021 not harvested
Shell Theory: A Statistical Model of Reality 1 5 28 May 2021 not harvested
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding 6 1 26 May 2021 official (archive's flag): 9 ran · 19 ran (of which 0 constructed an object rather than computing a result; 18 with no instrument failure: 1 honoured, 1 violated, 16 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (6 pointer-only for licence)
Unsupervised Visual Representation Learning by Online Constrained K-Means 1 2 24 May 2021 official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 1 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence)
An Orthogonal Classifier for Improving the Adversarial Robustness of Neural Networks 1 1 19 May 2021 official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified
An Effective Baseline for Robustness to Distributional Shift 1 1 15 May 2021 not harvested
A Bregman Learning Framework for Sparse Neural Networks 1 1 10 May 2021 official (archive's flag): 6 ran · 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) · 3 unverified
Representation Learning for Clustering via Building Consensus 1 1 4 May 2021 official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
Faster Meta Update Strategy for Noise-Robust Deep Learning 1 4 30 Apr 2021 official (archive's flag): 2 ran · 3 ran (of which 1 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) · 4 unverified (7 pointer-only for licence)
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations 4 1 29 Apr 2021 4 ran (of which 4 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) · 1 unverified; every one of the 4 samples that ran constructed an object rather than computing a result
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples 4 1 28 Apr 2021 official (archive's flag): 2 ran · 19 ran (of which 4 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (3 pointer-only for licence)
Quaternion Generative Adversarial Networks 3 1 19 Apr 2021 not harvested
"BNN - BN = ?": Training Binary Neural Networks without Batch Normalization 1 1 16 Apr 2021 official (archive's flag): 6 ran · 6 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; 2 where Syntology's instrument failed) · 5 unverified (3 pointer-only for licence)
All Labels Are Not Created Equal: Enhancing Semi-supervision via Label Grouping and Co-training 1 1 12 Apr 2021 not harvested
Escaping the Big Data Paradigm with Compact Transformers 9 2 12 Apr 2021 community repositories only · 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) · 3 unverified (1 pointer-only for licence)
Dataset Summarization by K Principal Concepts 0 1 8 Apr 2021 not harvested
Regularizing Generative Adversarial Networks under Limited Data 1 1 7 Apr 2021 official (archive's flag): 3 ran · 8 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (3 pointer-only for licence)
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference 12 5 2 Apr 2021 official (archive's flag): 3 ran · 23 ran (of which 16 constructed an object rather than computing a result; 21 with no instrument failure: 3 honoured, 1 violated, 17 with no contract checked; 2 where Syntology's instrument failed) · 7 unverified
EfficientNetV2: Smaller Models and Faster Training 26 3 1 Apr 2021 official (archive's flag): 1 ran · 55 ran (of which 14 constructed an object rather than computing a result; 46 with no instrument failure: 11 honoured, 0 violated, 35 with no contract checked; 9 where Syntology's instrument failed) · 24 unverified (13 pointer-only for licence)
Improving Calibration for Long-Tailed Recognition 5 2 1 Apr 2021 official (archive's flag): 5 ran · 5 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; 4 where Syntology's instrument failed) · 4 unverified (1 pointer-only for licence)
Going deeper with Image Transformers 21 1 31 Mar 2021 official: no sample here; runs from other or unrecorded repositories · 9 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; 3 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence)
Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation 2 1 29 Mar 2021 not harvested
AlignMixup: Improving Representations By Interpolating Aligned Features 2 1 29 Mar 2021 official (archive's flag): 6 ran · 6 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; 3 where Syntology's instrument failed) · 2 unverified (3 pointer-only for licence)
CvT: Introducing Convolutions to Vision Transformers 16 1 29 Mar 2021 official (archive's flag): 10 ran · 39 ran (of which 19 constructed an object rather than computing a result; 36 with no instrument failure: 2 honoured, 0 violated, 34 with no contract checked; 3 where Syntology's instrument failed) · 8 unverified (8 pointer-only for licence)
OLED: One-Class Learned Encoder-Decoder Network with Adversarial Context Masking for Novelty Detection 1 1 27 Mar 2021 not harvested
Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification 0 1 26 Mar 2021 not harvested
Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy Labels 1 2 25 Mar 2021 official (archive's flag): 6 ran · 6 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; 3 where Syntology's instrument failed) · 1 unverified
AutoMix: Unveiling the Power of Mixup for Stronger Classifiers 3 1 24 Mar 2021 community repositories only · 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) · 2 unverified (3 pointer-only for licence)
BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search 1 1 23 Mar 2021 not harvested
MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition 1 2 23 Mar 2021 official (archive's flag): 2 ran · 2 ran (of which 1 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
Incorporating Convolution Designs into Visual Transformers 3 3 22 Mar 2021 official (archive's flag): 5 ran · 9 ran (of which 9 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; every one of the 9 samples that ran constructed an object rather than computing a result
SSD: A Unified Framework for Self-Supervised Outlier Detection 3 1 22 Mar 2021 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
Unsupervised Two-Stage Anomaly Detection 0 1 22 Mar 2021 not harvested
SPICE: Semantic Pseudo-labeling for Image Clustering 1 1 17 Mar 2021 not harvested
UPANets: Learning from the Universal Pixel Attention Networks 1 1 15 Mar 2021 not harvested