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)
MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations
WACV 2025
Mixed-curvature decision trees and random forests
ICML 2025
Mixing Times and Privacy Analysis for the Projected Langevin Algorithm under a Modulus of Continuity
JMLR 2025
MixRevDetect: Towards Detecting AI-Generated Content in Hybrid Peer Reviews.
NAACL 2025
Mixture Compressor for Mixture-of-Experts LLMs Gains More
ICLR 2025
Mixture of Attentions For Speculative Decoding
ICLR 2025
Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models
ACL 2025
Mixture of Hidden-Dimensions: Not All Hidden-States’ Dimensions are Needed in Transformer
ICML 2025
Mixture of Knowledge Minigraph Agents for Literature Review Generation
AAAI 2025
Mixture of Lookup Experts
ICML 2025
Mixture-of-Scores: Robust Image-Text Data Valuation via Three Lines of Code
ICCV 2025
Mixture of Small and Large Models for Chinese Spelling Check
ACL 2025
Mixture of Submodules for Domain Adaptive Person Search
CVPR 2025
Mixture of Weight-shared Heterogeneous Group Attention Experts for Dynamic Token-wise KV Optimization
EMNLP 2025
Mjölnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion
AAAI 2025
ML$^2$-GCL: Manifold Learning Inspired Lightweight Graph Contrastive Learning
ICML 2025
ml4xcube: Machine Learning Toolkits for Earth System Data Cubes
AAAI 2025
MLAAN: Scaling Supervised Local Learning with Multilaminar Leap Augmented Auxiliary Network
AAAI 2025
MLAlgo-Bench: Can Machines Implement Machine Learning Algorithms?
EMNLP 2025
MLAS-LoRA: Language-Aware Parameters Detection and LoRA-Based Knowledge Transfer for Multilingual Machine Translation
ACL 2025
ML-GOOD: Towards Multi-Label Graph Out-Of-Distribution Detection
AAAI 2025
MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding
NAACL 2025
M-LLM Based Video Frame Selection for Efficient Video Understanding
CVPR 2025
MLLP-VRAIN UPV system for the IWSLT 2025 Simultaneous Speech Translation Translation task
ACL 2025
M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework
EMNLP 2025