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)
Denoising Mixup for Regression
AAAI 2026
Deploying Atmospheric and Oceanic AI Models on Chinese Hardware and Framework: Migration Strategies, Performance Optimization and Analysis
AAAI 2026
Deploying Rapid Damage Assessments from sUAS Imagery for Disaster Response
AAAI 2026
DermEVAL: A Dermatologist-Reviewed Benchmark for Multimodal Large Language Models
WACV 2026
Designing Truthful Mechanisms for Asymptotic Fair Division
AAAI 2026
DesireKV: Decoupling Sensitivity and Importance for Reasoning-Aware KV Cache Compression
AAAI 2026
De-Speakerizing Accented ASR: Measuring and Mitigating Speaker Entanglement for Fair, Reliable Recognition
AAAI 2026
DETECT: Determining Ease and Textual Clarity of German Text Simplifications
EACL 2026
Detecting Primary Progressive Aphasia (PPA) from Text: A Benchmarking Study
EACL 2026
Detecting Subtle Biases: An Ethical Lens on Underexplored Areas in AI Language Models Biases
EACL 2026
Detecting Training Data of Large Language Models via Expectation Maximization
EACL 2026
DevLake at LoResMT 2026: The Impact of Pre-training and Model Scale on Russian-Bashkir Low-Resource Translation
EACL 2026
DFRec: Dual Fluctuation Modeling of Multi-level Intent Evolution for Next-Item Recommendation
AAAI 2026
D-GARA: A Dynamic Benchmarking Framework for GUI Agent Robustness in Real-World Anomalies
AAAI 2026
DGP: A Dual-Granularity Prompting Framework for Fraud Detection with Graph-Enhanced LLMs
AAAI 2026
DGTF: Cross-Domain Decentralized Graph Learning with Topology-Aware Knowledge Fusion
AAAI 2026
DIAA: A Decoding-Efficient Inference Acceleration Approach for On-Device Large Language Models
AAAI 2026
Diagnosis of Dysarthria Severity and Explanation Generation Using XAI-Enhanced CLINIC-GENIE on Diadochokinetic Tasks
EACL 2026
DiA-gnostic VLVAE: Disentangled Alignment-Constrained Vision Language Variational AutoEncoder for Robust Radiology Reporting with Missing Modalities
AAAI 2026
Dialect Matters: Cross-Lingual ASR Transfer for Low-Resource Indic Language Varieties
EACL 2026
DICE: Distilling Classifier-Free Guidance into Text Embeddings
AAAI 2026
DIET: Machine Unlearning on a Data-Diet
AAAI 2026
DiffBench Meets DiffAgent: End-to-End LLM-Driven Diffusion Acceleration Code Generation
AAAI 2026
Difference Vector Equalization for Robust Fine-tuning of Vision-Language Models
AAAI 2026
Differentially Private Linear Programming: Reduced Sub-Optimality and Guaranteed Constraint Satisfaction
AAAI 2026