Dataset Debugging papers, 2023–2026

Key findings

• Dataset Debugging fell from 30 papers in 2023 to 22 in 2026, so interest is cooling.
• NeurIPS publishes the most Dataset Debugging work: 40 papers from 2023 to 2026, 34% of the four-venue total.
• The fastest-growing overlap is with Diffusion Models: papers tagged with both rose from 0 in 2023 to 5 in 2026.
• Among the 5 topics under Data-Centric AI, it ranks #4 by 2026 paper count; the fastest grower in the group, Synthetic Data Generation, is up 1.3x versus 0.7x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026Can Folding Models Tell Binders from Bluffers? Evidence from POISK: The Patent-Derived Antibody Dataset
• ICML 2026Exploring 3D Dataset Pruning
• ICLR 2026Slicing Wasserstein over Wasserstein via Functional Optimal Transport
• CVPR 2026Rethinking Dataset Distillation Hard Truths about Soft Labels
• NeurIPS 2025Enhancing Sample Selection Against Label Noise by Cutting Mislabeled Easy Examples
• ICML 2025Lightspeed Geometric Dataset Distance via Sliced Optimal Transport
• ICLR 2025Simulating Training Dynamics to Reconstruct Training Data from Deep Neural Networks
• CVPR 2025Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation
• NeurIPS 2024Indoor Air Quality Dataset with Activities of Daily Living in Low to Middle-income Communities
• ICML 2024SPADE: Sparsity-Guided Debugging for Deep Neural Networks
• ICLR 2024Teaching Large Language Models to Self-Debug
• CVPR 2024LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images
• NeurIPS 2023ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram
• ICML 2023Dataset Distillation with Convexified Implicit Gradients
• ICLR 2023Concept-level Debugging of Part-Prototype Networks
• CVPR 2023FLAG3D: A 3D Fitness Activity Dataset With Language Instruction
• NeurIPS 2026CUDABeaver: Benchmarking LLM-Based Automated CUDA Debugging
• ICML 2026Magnitude Distance: A Geometric Measure of Dataset Similarity
• ICLR 2026BANZ-FS: BANZSL Fingerspelling Dataset
• CVPR 2026Beyond Soft Label Dataset Distillation via Orthogonal Gradient Matching

All Dataset Debugging papers

40 papers, page 1 of 1

1. NeurIPS 2026Can Folding Models Tell Binders from Bluffers? Evidence from POISK: The Patent-Derived Antibody Dataset
2. NeurIPS 2026CUDABeaver: Benchmarking LLM-Based Automated CUDA Debugging
3. NeurIPS 2026Dataset Distillation via Drifting
4. NeurIPS 2026ECLIPSE: A Spacecraft Rendezvous Trajectories Dataset with Controlled In-Orbit Lighting Conditions
5. NeurIPS 2026High Performance Differentially Private Fine-Tuning using Dataset Distillation
6. NeurIPS 2026LSC-Parlament: An Automatically Aligned Catalan Sign Language Dataset from Parliament Videos.
7. NeurIPS 2026OpenSanctions Pairs: A Large-Scale Dataset for Pairwise Entity Matching
8. NeurIPS 2026Precise Debugging Benchmark: Is Your Model Debugging or Regenerating?
9. NeurIPS 2026PULSE: A Synchronized Five-Modality Dataset for Sensorimotor Coordination in Long-Horizon Daily Activities
10. NeurIPS 2025DataRater: Meta-Learned Dataset Curation
11. NeurIPS 2025Dataset Distillation of 3D Point Clouds via Distribution Matching
12. NeurIPS 2025DQVis Dataset: Natural Language to Biomedical Visualization
13. NeurIPS 2025Enhancing Sample Selection Against Label Noise by Cutting Mislabeled Easy Examples
14. NeurIPS 2025FairDD: Fair Dataset Distillation
15. NeurIPS 2025Hyperbolic Dataset Distillation
16. NeurIPS 2025InternScenes: A Large-scale Simulatable Indoor Scene Dataset with Realistic Layouts
17. NeurIPS 2025Merlin L48 Spectrogram Dataset
18. NeurIPS 2025Rectifying Soft-Label Entangled Bias in Long-Tailed Dataset Distillation
19. NeurIPS 2024A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective
20. NeurIPS 2024A Systematic Review of NeurIPS Dataset Management Practices
21. NeurIPS 2024Assemblage: Automatic Binary Dataset Construction for Machine Learning
22. NeurIPS 2024Building Timeseries Dataset: Empowering Large-Scale Building Analytics
23. NeurIPS 2024Copycats: the many lives of a publicly available medical imaging dataset
24. NeurIPS 2024Croissant: A Metadata Format for ML-Ready Datasets
25. NeurIPS 2024dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans
26. NeurIPS 2024Indoor Air Quality Dataset with Activities of Daily Living in Low to Middle-income Communities
27. NeurIPS 2024LLM Dataset Inference: Did you train on my dataset?
28. NeurIPS 2024Nuclear Fusion Diamond Polishing Dataset
29. NeurIPS 2024OpenSatMap: A Fine-grained High-resolution Satellite Dataset for Large-scale Map Construction
30. NeurIPS 2024PROSPECT PTMs: Rich Labeled Tandem Mass Spectrometry Dataset of Modified Peptides for Machine Learning in Proteomics
31. NeurIPS 2023A Dataset for Analyzing Streaming Media Performance over HTTP/3 Browsers
32. NeurIPS 2023Building Socio-culturally Inclusive Stereotype Resources with Community Engagement
33. NeurIPS 2023ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram
34. NeurIPS 2023Hyper-Skin: A Hyperspectral Dataset for Reconstructing Facial Skin-Spectra from RGB Images
35. NeurIPS 2023PopSign ASL v1.0: An Isolated American Sign Language Dataset Collected via Smartphones
36. NeurIPS 2023The Cambridge Law Corpus: A Dataset for Legal AI Research
37. NeurIPS 2023The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data Only
38. NeurIPS 2023VTaC: A Benchmark Dataset of Ventricular Tachycardia Alarms from ICU Monitors
39. NeurIPS 2023What Can We Learn from Unlearnable Datasets?
40. NeurIPS 2023You Only Condense Once: Two Rules for Pruning Condensed Datasets

FAQ

How many Dataset Debugging papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

119 in total: 30 in 2023, 40 in 2024, 27 in 2025, 22 in 2026.

How many Dataset Debugging papers are at NeurIPS 2026?

NeurIPS 2026 has 9 Dataset Debugging papers, versus 9 the year before.

How many Dataset Debugging papers are at ICLR 2026?

ICLR 2026 has 4 Dataset Debugging papers, versus 6 the year before.

How many Dataset Debugging papers are at ICML 2026?

ICML 2026 has 3 Dataset Debugging papers, versus 2 the year before.

How many Dataset Debugging papers are at CVPR 2026?

CVPR 2026 has 6 Dataset Debugging papers, versus 10 the year before.

Which conference publishes the most Dataset Debugging papers?

NeurIPS, with 40 papers from 2023 to 2026.