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)
Optimizing Large Language Model Training Using FP4 Quantization
ICML 2025
Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation
NAACL 2025
Optimizing Personalized Federated Learning Through Adaptive Layer-Wise Learning
IJCAI 2025
Optimizing Quantized Diffusion Models via Distillation with Cross-Timestep Error Correction
AAAI 2025
Optimizing RLHF Training for Large Language Models with Stage Fusion
NSDI 2025
Optimizing Segmentation of Neonatal Brain MRIs with Partially Annotated Multi-Label Data
MLHC 2025
Opt-In Art: Learning Art Styles Only from Few Examples
NeurIPS 2025
Option Symbol Matters: Investigating and Mitigating Multiple-Choice Option Symbol Bias of Large Language Models
NAACL 2025
OptiPrune: Effective Pruning Approach for Every Target Sparsity
COLING 2025
OptiReduce: Resilient and Tail-Optimal AllReduce for Distributed Deep Learning in the Cloud
NSDI 2025
Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport
ACL 2025
OracleFusion: Assisting the Decipherment of Oracle Bone Script with Structurally Constrained Semantic Typography
ICCV 2025
Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference
ICML 2025
ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion
EMNLP 2025
ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study
ACL 2025
Orchestrating Audio: Multi-Agent Framework for Long-Video Audio Synthesis
EMNLP 2025
Order Doesn’t Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation
EMNLP 2025
Orthogonal Finetuning Made Scalable
EMNLP 2025
Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution
ICLR 2025
Oscillation-Reduced MXFP4 Training for Vision Transformers
ICML 2025
OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP
CVPR 2025
OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting
ICLR 2025
OT-VP: Optimal Transport-Guided Visual Prompting for Test-Time Adaptation
WACV 2025
OuroMamba: A Data-Free Quantization Framework for Vision Mamba
ICCV 2025
Outlier-Aware Post-Training Quantization for Discrete Graph Diffusion Models
ICML 2025