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)
MUDDFormer: Breaking Residual Bottlenecks in Transformers via Multiway Dynamic Dense Connections
ICML 2025
MuHBoost: Multi-Label Boosting For Practical Longitudinal Human Behavior Modeling
ICLR 2025
MuLan: Adapting Multilingual Diffusion Models for Hundreds of Languages with Negligible Cost
ICML 2025
Multiaccuracy and Multicalibration via Proxy Groups
ICML 2025
Multi-Attribute Steering of Language Models via Targeted Intervention
ACL 2025
Multi-BERT: Leveraging Adapters for Low-Resource Multi-Domain Adaptation
NAACL 2025
MultiBooth: Towards Generating All Your Concepts in an Image from Text
AAAI 2025
Multi-Branch Self-Drafting for LLM Inference Acceleration
AAAI 2025
Multi-Cache Enhanced Prototype Learning for Test-Time Generalization of Vision-Language Models
ICCV 2025
Multi-concept Model Immunization through Differentiable Model Merging
AAAI 2025
Multi-Conditional Ranking with Large Language Models
NAACL 2025
Multidimensional Byte Pair Encoding: Shortened Sequences for Improved Visual Data Generation
ICCV 2025
Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation
ACL 2025
Multi-domain Distribution Learning for De Novo Drug Design
ICLR 2025
Multi-Domain Graph Foundation Models: Robust Knowledge Transfer via Topology Alignment
ICML 2025
Multi-Facet Blending for Faceted Query-by-Example Retrieval
ACL 2025
Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach
AAAI 2025
Multi-Focus Image Fusion via Explicit Defocus Blur Modelling
AAAI 2025
Multi-Frame Deformable Look-Up Table for Compressed Video Quality Enhancement
AAAI 2025
Multi-Frequency Contrastive Decoding: Alleviating Hallucinations for Large Vision-Language Models
EMNLP 2025
Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation
CVPR 2025
Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs
ICCV 2025
Multi-Group Proportional Representations for Text-to-Image Models
CVPR 2025
MULTIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities
EMNLP 2025
Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning
AAAI 2025