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
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'25
Papers (including subtopics)
MERGE$^3$: Efficient Evolutionary Merging on Consumer-grade GPUs
ICML 2025
Merge-Friendly Post-Training Quantization for Multi-Target Domain Adaptation
ICML 2025
MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs
NAACL 2025
Mergenetic: a Simple Evolutionary Model Merging Library
ACL 2025
MergeNet: Knowledge Migration Across Heterogeneous Models, Tasks, and Modalities
AAAI 2025
MergeOcc: Bridge the Domain Gap between Different LiDARs for Robust Occupancy Prediction
ICCV 2025
MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models
ACL 2025
Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging
EMNLP 2025
Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs
EMNLP 2025
Merging and Disentangling Views in Visual Reinforcement Learning for Robotic Manipulation
CoRL 2025
Merging LoRAs like Playing LEGO: Pushing the Modularity of LoRA to Extremes Through Rank-Wise Clustering
ICLR 2025
Merging Mechanisms for Ads and Organic Items in E-commerce Platforms
AAAI 2025
MeRino: Entropy-Driven Design for Generative Language Models on IoT Devices
AAAI 2025
Meronymic Ontology Extraction via Large Language Models
IJCNLP 2025
MeshGen: Generating PBR Textured Mesh with Render-Enhanced Auto-Encoder and Generative Data Augmentation
CVPR 2025
MessIRve: A Large-Scale Spanish Information Retrieval Dataset
EMNLP 2025
Meta-Black-Box-Optimization through Offline Q-function Learning
ICML 2025
Metadata Conditioning Accelerates Language Model Pre-training
ICML 2025
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs
EMNLP 2025
METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling
ACL 2025
Meta-Learning for Color-to-Infrared Cross-Modal Style Transfer
WACV 2025
MetaMetrics: Calibrating Metrics for Generation Tasks Using Human Preferences
ICLR 2025
MetaOOD: Automatic Selection of OOD Detection Models
ICLR 2025
Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models
ACL 2025
MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation
ACL 2025