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)
OursFed: Provable Group Fairness-Aware Federated Learning Against Distrust and Fragility
AAAI 2026
Outlier Matters: Efficient Long-to-Short Reasoning via Outlier-Guided Model Merging
AAAI 2026
Out-of-Context Misinformation Detection via Variational Domain-Invariant Learning with Test-Time Training
AAAI 2026
Out-of-Distribution Detection with Positive and Negative Prompt Supervision Using Large Language Models
AAAI 2026
Out-of-Distribution Generalization with a SPARC: Racing 100 Unseen Vehicles with a Single Policy
AAAI 2026
Out of Style: RAG’s Fragility to Linguistic Variation
EACL 2026
Out-Of-Tune rather than Fine-Tuned: How Pre-training, Fine-tuning and Tokenization Affect Semantic Similarity in a Historical, Non-Standardized Domain
EACL 2026
Overcoming Fine-Grained Visual Challenges in Animal Re-Identification via Semantic Feature Alignment
WACV 2026
Over-Searching in Search-Augmented Large Language Models
EACL 2026
OxEnsemble: Fair Ensembles for Low-Data Classification
MIDL 2026
PA-FAS: Towards Interpretable and Generalizable Multimodal Face Anti-Spoofing via Path-Augmented Reinforcement Learning
AAAI 2026
PAGE: A Unified Approach for Federated Graph Unlearning
AAAI 2026
PagedEviction: Structured Block-wise KV Cache Pruning for Efficient Large Language Model Inference
EACL 2026
PAGER: Proactive Monitoring Agent for Enterprise AI Assistant
AAAI 2026
PAGPL: Privacy-Aware Graph Prompt Learning Scheme via Adaptive Perturbation-Estimated Topology Recovery
AAAI 2026
Pairing-free Group-level Knowledge Distillation for Robust Gastrointestinal Lesion Classification in White-Light Endoscopy
AAAI 2026
PAL: Personal Adaptive Learner
AAAI 2026
PANDA – Patch and Distribution-Aware Augmentation for Long-Tailed Exemplar-Free Continual Learning
AAAI 2026
Panda: Test-Time Adaptation with Negative Data Augmentation
AAAI 2026
PaRaChute: Pathology-Radiology Cross-Modal Fusion for Missing-Modality-Robust Survival Prediction
WACV 2026
ParaDySe: A Parallel Strategy Switching Framework for Dynamic Sequences in Transformer-based Large Language Models
AAAI 2026
Parallel Jacobi Decoding for Fast Autoregressive Image Generation
CVPR 2026
Parallel Training Time-to-First-Spike Spiking Neural Networks
AAAI 2026
Parameter-Efficient Adaptation of Self-Supervised Models for Arabic Speech Recognition
EACL 2026
Parameter-Efficient Quality Estimation via Frozen Recursive Models
EACL 2026