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

39 papers, page 1 of 1

1. CVPR 2026Beyond Soft Label Dataset Distillation via Orthogonal Gradient Matching
2. CVPR 2026CHIRP dataset towards long-term individual-level behavioral monitoring of bird populations
3. CVPR 2026Dataset Distillation by Influence Matching
4. CVPR 2026DMGD Train-Free Dataset Distillation with Semantic-Distribution Matching in Diffusion Models
5. CVPR 2026Mitigating The Distribution Shift of Diffusion-based Dataset Distillation
6. CVPR 2026Rethinking Dataset Distillation Hard Truths about Soft Labels
7. CVPR 2025Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation
8. CVPR 2025Dataset Distillation with Neural Characteristic Function: A Minmax Perspective
9. CVPR 2025DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation
10. CVPR 2025Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios
11. CVPR 2025Enhancing Dataset Distillation via Non-Critical Region Refinement
12. CVPR 2025GazeGene: Large-scale Synthetic Gaze Dataset with 3D Eyeball Annotations
13. CVPR 2025GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities
14. CVPR 2025HD-EPIC: A Highly-Detailed Egocentric Video Dataset
15. CVPR 2025OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation
16. CVPR 2025RAEncoder: A Label-Free Reversible Adversarial Examples Encoder for Dataset Intellectual Property Protection
17. CVPR 2024D^4: Dataset Distillation via Disentangled Diffusion Model
18. CVPR 2024Efficient Dataset Distillation via Minimax Diffusion
19. CVPR 2024eTraM: Event-based Traffic Monitoring Dataset
20. CVPR 2024LASA: Instance Reconstruction from Real Scans using A Large-scale Aligned Shape Annotation Dataset
21. CVPR 2024LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images
22. CVPR 2024MAGICK: A Large-scale Captioned Dataset from Matting Generated Images using Chroma Keying
23. CVPR 2024MatSynth: A Modern PBR Materials Dataset
24. CVPR 2024MSU-4S - The Michigan State University Four Seasons Dataset
25. CVPR 2024Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning
26. CVPR 2024SubT-MRS Dataset: Pushing SLAM Towards All-weather Environments
27. CVPR 2024TUMTraf V2X Cooperative Perception Dataset
28. CVPR 2023Accelerating Dataset Distillation via Model Augmentation
29. CVPR 2023ARKitTrack: A New Diverse Dataset for Tracking Using Mobile RGB-D Data
30. CVPR 2023Backdoor Defense via Adaptively Splitting Poisoned Dataset
31. CVPR 2023FFHQ-UV: Normalized Facial UV-Texture Dataset for 3D Face Reconstruction
32. CVPR 2023FLAG3D: A 3D Fitness Activity Dataset With Language Instruction
33. CVPR 2023Habitat-Matterport 3D Semantics Dataset
34. CVPR 2023Improved Distribution Matching for Dataset Condensation
35. CVPR 2023MaskCon: Masked Contrastive Learning for Coarse-Labelled Dataset
36. CVPR 2023Minimizing the Accumulated Trajectory Error To Improve Dataset Distillation
37. CVPR 2023OCELOT: Overlapped Cell on Tissue Dataset for Histopathology
38. CVPR 2023Slimmable Dataset Condensation
39. CVPR 2023Unlearnable Clusters: Towards Label-Agnostic Unlearnable Examples

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.