Browse State-of-the-Art › Dataset Distillation › Papers, page 2
Dataset Distillation
Papers archive 2025-07-28
archive papers tagged: 216 · with a code link: 120 · where Syntology ran a sample: 65 (55 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 (65 of 216 tagged: 55 with a run with no instrument failure, 10 where every run was a failure of Syntology's instrument)
Page 2 of 3: papers 101 to 200 of 216, 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.
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16 Oct 2023 1 repository listed
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9 Oct 2023 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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5 Oct 2023 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: 1 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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8 Sep 2023 1 repository listed 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) · 6 pointer-only (licence)
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21 Aug 2023 1 repository listed Syntology official (archive's flag): 2 ran · 2 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; 0 where Syntology's instrument failed) · 1 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 3 harvested samples) · 3 pointer-only (licence)
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9 Aug 2023 1 repository listed
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24 Jul 2023 1 repository listed
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3 May 2023 1 repository listed
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4 Mar 2023 1 repository listed
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2 Feb 2023 1 repository listed
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17 Jan 2023 1 repository listed
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13 Jan 2023 1 repository listed
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1 Jan 2023 1 repository listed
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1 Nov 2022 1 repository listed
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12 Oct 2022 1 repository listed
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29 Sep 2022 1 repository listed
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29 Sep 2022 1 repository listed
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29 Sep 2022 1 repository listed
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30 Oct 2020 1 repository listed
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17 Sep 2020 1 repository listed
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Information-Guided Diffusion Sampling for Dataset Distillation7 Jul 2025 0 repositories listed
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FedWSIDD: Federated Whole Slide Image Classification via Dataset Distillation18 Jun 2025 0 repositories listed
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Data-Distill-Net: A Data Distillation Approach Tailored for Reply-based Continual Learning26 May 2025 0 repositories listed
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Diversity-Driven Generative Dataset Distillation Based on Diffusion Model with Self-Adaptive Memory26 May 2025 0 repositories listed
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MGD³: Mode-Guided Dataset Distillation using Diffusion Models25 May 2025 0 repositories listed
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CONCORD: Concept-Informed Diffusion for Dataset Distillation23 May 2025 0 repositories listed
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Contrastive Learning-Enhanced Trajectory Matching for Small-Scale Dataset Distillation21 May 2025 0 repositories listed
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Exploring Generalized Gait Recognition: Reducing Redundancy and Noise within Indoor and Outdoor Datasets21 May 2025 0 repositories listed
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Beyond Modality Collapse: Representations Blending for Multimodal Dataset Distillation16 May 2025 0 repositories listed
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Leveraging Multi-Modal Information to Enhance Dataset Distillation13 May 2025 0 repositories listed
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Dataset Distillation with Probabilistic Latent Features10 May 2025 0 repositories listed
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Video Dataset Condensation with Diffusion Models10 May 2025 0 repositories listed
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Latent Video Dataset Distillation23 Apr 2025 0 repositories listed
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Distribution-aware Dataset Distillation for Efficient Image Restoration21 Apr 2025 0 repositories listed
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Knowledge Distillation and Dataset Distillation of Large Language Models: Emerging Trends, Challenges, and Future Directions20 Apr 2025 0 repositories listed
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Permutation-Invariant and Orientation-Aware Dataset Distillation for 3D Point Clouds28 Mar 2025 0 repositories listed
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Enhancing Dataset Distillation via Non-Critical Region Refinement24 Mar 2025 0 repositories listed
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Generative Dataset Distillation using Min-Max Diffusion Model24 Mar 2025 0 repositories listed
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Dataset Distillation for Quantum Neural Networks23 Mar 2025 0 repositories listed
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Finding Stable Subnetworks at Initialization with Dataset Distillation23 Mar 2025 0 repositories listed
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Robust Dataset Distillation by Matching Adversarial Trajectories15 Mar 2025 0 repositories listed
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Understanding Dataset Distillation via Spectral Filtering3 Mar 2025 0 repositories listed
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Secure Federated Data Distillation19 Feb 2025 0 repositories listed
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The Evolution of Dataset Distillation: Toward Scalable and Generalizable Solutions8 Feb 2025 0 repositories listed
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Trust-Aware Diversion for Data-Effective Distillation7 Feb 2025 0 repositories listed
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Dark Distillation: Backdooring Distilled Datasets without Accessing Raw Data6 Feb 2025 0 repositories listed
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Knowledge Hierarchy Guided Biological-Medical Dataset Distillation for Domain LLM Training25 Jan 2025 0 repositories listed
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On Learning Representations for Tabular Data Distillation23 Jan 2025 0 repositories listed
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Class-Imbalanced-Aware Adaptive Dataset Distillation for Scalable Pretrained Model on Credit Scoring18 Jan 2025 0 repositories listed
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Dataset Distillation as Pushforward Optimal Quantization13 Jan 2025 0 repositories listed
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FocusDD: Real-World Scene Infusion for Robust Dataset Distillation11 Jan 2025 0 repositories listed
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Generative Dataset Distillation Based on Self-knowledge Distillation8 Jan 2025 0 repositories listed
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Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation1 Jan 2025 0 repositories listed
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OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation1 Jan 2025 0 repositories listed
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Towards Universal Dataset Distillation via Task-Driven Diffusion1 Jan 2025 0 repositories listed
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Distilling Desired Comments for Enhanced Code Review with Large Language Models29 Dec 2024 0 repositories listed
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Adaptive Dataset Quantization22 Dec 2024 0 repositories listed
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Efficient Dataset Distillation via Diffusion-Driven Patch Selection for Improved Generalization13 Dec 2024 0 repositories listed
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Diffusion-Augmented Coreset Expansion for Scalable Dataset Distillation5 Dec 2024 0 repositories listed
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FairDD: Fair Dataset Distillation via Synchronized Matching29 Nov 2024 0 repositories listed
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Video Set Distillation: Information Diversification and Temporal Densification28 Nov 2024 0 repositories listed
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Robust Offline Reinforcement Learning for Non-Markovian Decision Processes12 Nov 2024 0 repositories listed
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Privacy-Preserving Federated Learning via Dataset Distillation25 Oct 2024 0 repositories listed
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Teddy: Efficient Large-Scale Dataset Distillation via Taylor-Approximated Matching10 Oct 2024 0 repositories listed
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MetaDD: Boosting Dataset Distillation with Neural Network Architecture-Invariant Generalization7 Oct 2024 0 repositories listed
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Dataset Distillation-based Hybrid Federated Learning on Non-IID Data26 Sep 2024 0 repositories listed
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Label-Augmented Dataset Distillation24 Sep 2024 0 repositories listed
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Efficient Low-Resolution Face Recognition via Bridge Distillation18 Sep 2024 0 repositories listed
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A Continual and Incremental Learning Approach for TinyML On-device Training Using Dataset Distillation and Model Size Adaption11 Sep 2024 0 repositories listed
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Data-Efficient Generation for Dataset Distillation5 Sep 2024 0 repositories listed
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Dataset Distillation from First Principles: Integrating Core Information Extraction and Purposeful Learning2 Sep 2024 0 repositories listed
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Neural Spectral Decomposition for Dataset Distillation29 Aug 2024 0 repositories listed
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UDD: Dataset Distillation via Mining Underutilized Regions29 Aug 2024 0 repositories listed
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Not All Samples Should Be Utilized Equally: Towards Understanding and Improving Dataset Distillation22 Aug 2024 0 repositories listed
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Dataset Distillation for Histopathology Image Classification19 Aug 2024 0 repositories listed
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Heavy Labels Out! Dataset Distillation with Label Space Lightening15 Aug 2024 0 repositories listed
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13 Aug 2024 0 repositories listed Syntology 5 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; 4 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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MDM: Advancing Multi-Domain Distribution Matching for Automatic Modulation Recognition Dataset Synthesis5 Aug 2024 0 repositories listed
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Dataset Distillation in Medical Imaging: A Feasibility Study19 Jul 2024 0 repositories listed
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DDFAD: Dataset Distillation Framework for Audio Data15 Jul 2024 0 repositories listed
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FYI: Flip Your Images for Dataset Distillation11 Jul 2024 0 repositories listed
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Towards Stable and Storage-efficient Dataset Distillation: Matching Convexified Trajectory28 Jun 2024 0 repositories listed
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Hierarchical Features Matter: A Deep Exploration of GAN Priors for Improved Dataset Distillation9 Jun 2024 0 repositories listed
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28 May 2024 0 repositories listed Syntology 32 ran (of which 12 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 20 where Syntology's instrument failed) · 8 unverified (of 40 harvested samples) · 40 pointer-only (licence)
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Curriculum Dataset Distillation15 May 2024 0 repositories listed
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Practical Dataset Distillation Based on Deep Support Vectors1 May 2024 0 repositories listed
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Let's Focus: Focused Backdoor Attack against Federated Transfer Learning30 Apr 2024 0 repositories listed
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Deep Support Vectors26 Mar 2024 0 repositories listed
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Exploring the potential of prototype-based soft-labels data distillation for imbalanced data classification25 Mar 2024 0 repositories listed
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Progressive trajectory matching for medical dataset distillation20 Mar 2024 0 repositories listed
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One Category One Prompt: Dataset Distillation using Diffusion Models11 Mar 2024 0 repositories listed
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Latent Dataset Distillation with Diffusion Models6 Mar 2024 0 repositories listed
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Dataset Distillation via the Wasserstein Metric30 Nov 2023 0 repositories listed
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Rethinking Backdoor Attacks on Dataset Distillation: A Kernel Method Perspective28 Nov 2023 0 repositories listed
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Dataset Distillation in Latent Space27 Nov 2023 0 repositories listed
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QuickDrop: Efficient Federated Unlearning by Integrated Dataset Distillation27 Nov 2023 0 repositories listed
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Sequential Subset Matching for Dataset Distillation2 Nov 2023 0 repositories listed
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Linear Mode Connectivity in Sparse Neural Networks28 Oct 2023 0 repositories listed
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Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality10 Oct 2023 0 repositories listed
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FedGKD: Unleashing the Power of Collaboration in Federated Graph Neural Networks18 Sep 2023 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 , 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.