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)
Strengthen Out-of-Distribution Detection Capability with Progressive Self-Knowledge Distillation
ICML 2025
Strengths and Limitations of Word-Based Task Explainability in Vision Language Models: a Case Study on Biological Sex Biases in the Medical Domain
ACL 2025
Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models
EMNLP 2025
Stronger Models are Not Always Stronger Teachers for Instruction Tuning
NAACL 2025
Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation
ICCV 2025
Structural Pruning via Spatial-aware Information Redundancy for Semantic Segmentation
AAAI 2025
Structure Balance and Gradient Matching-Based Signed Graph Condensation
AAAI 2025
Structured Document Translation via Format Reinforcement Learning
IJCNLP 2025
Structured Human Assessment of Text-to-Image Generative Models
WACV 2025
Structured Moral Reasoning in Language Models: A Value-Grounded Evaluation Framework
EMNLP 2025
Structured Pruning for Diverse Best-of-N Reasoning Optimization
ACL 2025
Structure-Guided Diffusion Models for High-Fidelity Portrait Shadow Removal
ICCV 2025
Structure-informed Risk Minimization for Robust Ensemble Learning
ICML 2025
Structuring Radiology Reports: Challenging LLMs with Lightweight Models
EMNLP 2025
STRUX: An LLM for Decision-Making with Structured Explanations
NAACL 2025
ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting
IJCAI 2025
StuD: A Multimodal Approach for Stuttering Detection with RAG and Fusion Strategies
IJCNLP 2025
Studying the Role of Input-Neighbor Overlap in Retrieval-Augmented Language Models Training Efficiency
EMNLP 2025
STUN: Structured-Then-Unstructured Pruning for Scalable MoE Pruning
ACL 2025
Style Evolving along Chain-of-Thought for Unknown-Domain Object Detection
CVPR 2025
StyleKeeper: Prevent Content Leakage using Negative Visual Query Guidance
ICCV 2025
Style Over Substance: Evaluation Biases for Large Language Models
COLING 2025
Style-Pro: Style-Guided Prompt Learning for Generalizable Vision-Language Models
WACV 2025
Style Quantization for Data-Efficient GAN Training
CVPR 2025
StyleSRN: Scene Text Image Super-Resolution with Text Style Embedding
ICCV 2025