Browse State-of-the-Art › Semi-Supervised Image Classification › Papers, page 2

Semi-Supervised Image Classification

Papers archive 2025-07-28

archive papers tagged: 167 · with a code link: 130 · where Syntology ran a sample: 61 (50 with a run with no instrument failure, 11 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (61 of 167 tagged: 50 with a run with no instrument failure, 11 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 167 of 167, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology 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”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification
  30 Mar 2021 1 repository listed Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples)
• Self-supervised Pretraining of Visual Features in the Wild
  2 Mar 2021 1 repository listed
• Exponential Moving Average Normalization for Self-supervised and Semi-supervised Learning
  21 Jan 2021 1 repository listed
• One Shot Model For The Prediction of COVID-19 and Lesions Segmentation In Chest CT Scans Through The Affinity Among Lesion Mask Features
  4 Jan 2021 1 repository listed
• EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs
  26 Dec 2020 1 repository listed
• [Re] Reimplementation of FixMatch and Investigation on Noisy (Pseudo) Labels and Confirmation Errors of FixMatch
  6 Dec 2020 1 repository listed
• Boosting the Performance of Semi-Supervised Learning with Unsupervised Clustering
  1 Dec 2020 1 repository listed
• Boosting Contrastive Self-Supervised Learning with False Negative Cancellation
  23 Nov 2020 1 repository listed
• KeepAugment: A Simple Information-Preserving Data Augmentation Approach
  23 Nov 2020 1 repository listed
• Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels
  23 Oct 2020 1 repository listed
• Online Semi-Supervised Learning in Contextual Bandits with Episodic Reward
  17 Sep 2020 1 repository listed
• Temporal Self-Ensembling Teacher for Semi-Supervised Object Detection
  13 Jul 2020 1 repository listed
• Building One-Shot Semi-supervised (BOSS) Learning up to Fully Supervised Performance
  16 Jun 2020 1 repository listed
• A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency
  19 May 2020 1 repository listed
• DMT: Dynamic Mutual Training for Semi-Supervised Learning
  18 Apr 2020 1 repository listed 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)
• Subspace Capsule Network
  7 Feb 2020 1 repository listed
• batchboost: regularization for stabilizing training with resistance to underfitting & overfitting
  21 Jan 2020 1 repository listed
• SESS: Self-Ensembling Semi-Supervised 3D Object Detection
  26 Dec 2019 1 repository listed 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: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Triple Generative Adversarial Networks
  20 Dec 2019 1 repository listed Syntology 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 (of 8 harvested samples) · 1 pointer-only (licence)
• Repetitive Reprediction Deep Decipher for Semi-Supervised Learning
  9 Aug 2019 1 repository listed
• Exploring Self-Supervised Regularization for Supervised and Semi-Supervised Learning
  25 Jun 2019 1 repository listed
• Semi-Supervised Learning by Augmented Distribution Alignment
  20 May 2019 1 repository listed 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) · 2 unverified (of 5 harvested samples)
• S4L: Self-Supervised Semi-Supervised Learning
  9 May 2019 1 repository listed Syntology 14 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 19 harvested samples) · 19 pointer-only (licence)
• Deep Sparse Representation-based Classification
  24 Apr 2019 1 repository listed
• Semi-Supervised Deep Learning with Memory
  1 Sep 2018 1 repository listed
• Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable
  1 Jul 2018 1 repository listed
• CapsuleGAN: Generative Adversarial Capsule Network
  17 Feb 2018 1 repository listed
• Structured Generative Adversarial Networks
  2 Nov 2017 1 repository listed
• Triangle Generative Adversarial Networks
  19 Sep 2017 1 repository listed
• Good Semi-supervised Learning that Requires a Bad GAN
  27 May 2017 1 repository listed
• Applications and Effect Evaluation of Generative Adversarial Networks in Semi-Supervised Learning
  26 May 2025 0 repositories listed
• Weakly Semi-supervised Whole Slide Image Classification by Two-level Cross Consistency Supervision
  16 Apr 2025 0 repositories listed
• Diff-SySC: An Approach Using Diffusion Models for Semi-Supervised Image Classification
  25 Feb 2025 0 repositories listed
• Self Adaptive Threshold Pseudo-labeling and Unreliable Sample Contrastive Loss for Semi-supervised Image Classification
  4 Jul 2024 0 repositories listed
• A Method of Moments Embedding Constraint and its Application to Semi-Supervised Learning
  27 Apr 2024 0 repositories listed
• Pseudo-label Learning with Calibrated Confidence Using an Energy-based Model
  15 Apr 2024 0 repositories listed
• Color-S⁴L: Self-supervised Semi-supervised Learning with Image Colorization
  8 Jan 2024 0 repositories listed
• How To Overcome Confirmation Bias in Semi-Supervised Image Classification By Active Learning
  16 Aug 2023 0 repositories listed
• Graph Convolutional Networks based on Manifold Learning for Semi-Supervised Image Classification
  24 Apr 2023 0 repositories listed
• Semi-MAE: Masked Autoencoders for Semi-supervised Vision Transformers
  4 Jan 2023 0 repositories listed
• Self Meta Pseudo Labels: Meta Pseudo Labels Without The Teacher
  27 Dec 2022 0 repositories listed
• Beyond ADMM: A Unified Client-variance-reduced Adaptive Federated Learning Framework
  3 Dec 2022 0 repositories listed
• Contrastive Regularization for Semi-Supervised Learning
  17 Jan 2022 0 repositories listed
• Towards Discovering the Effectiveness of Moderately Confident Samples for Semi-Supervised Learning
  1 Jan 2022 0 repositories listed
• DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples
  26 Oct 2021 0 repositories listed
• Dash: Semi-Supervised Learning with Dynamic Thresholding
  1 Sep 2021 0 repositories listed
• Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image Classification
  19 Jun 2021 0 repositories listed
• Diffusion-Based Representation Learning
  29 May 2021 0 repositories listed
• Vanishing Twin GAN: How training a weak Generative Adversarial Network can improve semi-supervised image classification
  3 Mar 2021 0 repositories listed
• Multi-class Generative Adversarial Nets for Semi-supervised Image Classification
  13 Feb 2021 0 repositories listed
• SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning
  16 Jan 2021 0 repositories listed
• LiDAM: Semi-Supervised Learning with Localized Domain Adaptation and Iterative Matching
  13 Oct 2020 0 repositories listed
• Multi-Task Curriculum Framework for Open-Set Semi-Supervised Learning
  22 Jul 2020 0 repositories listed
• Improving Face Recognition by Clustering Unlabeled Faces in the Wild
  14 Jul 2020 0 repositories listed
• Consistency Regularization with Generative Adversarial Networks for Semi-Supervised Learning
  8 Jul 2020 0 repositories listed
• Adversarial Transformations for Semi-Supervised Learning
  13 Nov 2019 0 repositories listed
• Pseudo-Labeling Curriculum for Unsupervised Domain Adaptation
  1 Aug 2019 0 repositories listed
• Energy Models for Better Pseudo-Labels: Improving Semi-Supervised Classification with the 1-Laplacian Graph Energy
  20 Jun 2019 0 repositories listed
• Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification
  12 Jun 2019 0 repositories listed
• Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text
  30 Apr 2019 0 repositories listed
• Unsupervised Learning using Pretrained CNN and Associative Memory Bank
  2 May 2018 0 repositories listed
• Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning
  14 Jun 2016 0 repositories listed
• Unsupervised High-level Feature Learning by Ensemble Projection for Semi-supervised Image Classification and Image Clustering
  2 Feb 2016 0 repositories listed
• Learning The Structure of Deep Convolutional Networks
  1 Dec 2015 0 repositories listed
• CURL: Co-trained Unsupervised Representation Learning for Image Classification
  29 May 2015 0 repositories listed
• 10,000+ Times Accelerated Robust Subset Selection (ARSS)
  12 Sep 2014 0 repositories listed
• Comment on "Ensemble Projection for Semi-supervised Image Classification"
  29 Aug 2014 0 repositories listed

Syntology lines on 6 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.