Application Areas
34,437 papers (4 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Domain Adaptation (9,897)
Efficient Computing (8,226)
Data Augmentation (3,648)
Fairness (3,574)
Knowledge Distillation (3,219)
Privacy (3,022)
Domain Generalization (1,972)
Model Compression (1,736)
Risk Management (1,119)
Model Merging (592)
Recommender Systems (343)
Information Retrieval (249)
Text Classification (144)
Text Processing (2)
Papers per year
1
3
5
5
4
19
24
28
26
35
42
55
142
116
147
330
517
1,020
1,828
2,498
3,411
3,854
5,063
6,422
7,176
1,666
2000
'5
'10
'15
'20
'25
Papers (including subtopics)
Data Laundering: Artificially Boosting Benchmark Results through Knowledge Distillation
ACL 2025
Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance
ICLR 2025
Data Monitoring for Large Scale Public Health Data
AAAI 2025
Data Poisoning Attack Defense and Evolutionary Domain Adaptation for Federated Medical Image Segmentation
IJCAI 2025
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning
ACL 2025
Data Reconstruction Attacks and Defenses: A Systematic Evaluation
AISTATS 2025
Data Retrieval with Importance Weights for Few-Shot Imitation Learning
CoRL 2025
Data Scaling Laws in Imitation Learning for Robotic Manipulation
ICLR 2025
Data Selection via Optimal Control for Language Models
ICLR 2025
Dataset Augmentation by Mixing Visual Concepts
WACV 2025
Dataset Distillation as Data Compression: A Rate-Utility Perspective
ICCV 2025
Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-training of Deep Networks
ICLR 2025
Dataset Distillation via Vision-Language Category Prototype
ICCV 2025
Dataset Ownership Verification for Pre-trained Masked Models
ICCV 2025
Data Taggants: Dataset Ownership Verification Via Harmless Targeted Data Poisoning
ICLR 2025
Data Unlearning in Diffusion Models
ICLR 2025
Dataverse: Open-Source ETL (Extract, Transform, Load) Pipeline for Large Language Models
NAACL 2025
DAViD: Modeling Dynamic Affordance of 3D Objects Using Pre-trained Video Diffusion Models
ICCV 2025
DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation
ICLR 2025
DCA: Dividing and Conquering Amnesia in Incremental Object Detection
AAAI 2025
DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer
ICCV 2025
DCC: Differentiable Cardinality Constraints for Partial Index Tracking
AAAI 2025
DC-ControlNet: Decoupling Inter- and Intra-Element Conditions in Image Generation with Diffusion Models
ICCV 2025
DCE-LLM: Dead Code Elimination with Large Language Models
NAACL 2025
DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion
CVPR 2025