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)
Sketch2Diagram: Generating Vector Diagrams from Hand-Drawn Sketches
ICLR 2025
Sketch Down the FLOPs: Towards Efficient Networks for Human Sketch
CVPR 2025
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching
EMNLP 2025
Sketch to Adapt: Fine-Tunable Sketches for Efficient LLM Adaptation
ICML 2025
SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context
EMNLP 2025
skglm: Improving scikit-learn for Regularized Generalized Linear Models
JMLR 2025
Skill Expansion and Composition in Parameter Space
ICLR 2025
SKIM: Any-bit Quantization Pushing The Limits of Post-Training Quantization
ICML 2025
SKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language Models
COLING 2025
SkipGPT: Each Token is One of a Kind
ICML 2025
Skip the Equations: Learning Behavior of Personalized Dynamical Systems Directly From Data
ICML 2025
Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster
EMNLP 2025
Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves
CVPR 2025
Skip-Vision: Efficient and Scalable Acceleration of Vision-Language Models via Adaptive Token Skipping
ICCV 2025
SkyLLM: Cross-LLM-APIs Federation for Cost-effective Query Processing
ACL 2025
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment
COLING 2025
SleeperMark: Towards Robust Watermark against Fine-Tuning Text-to-image Diffusion Models
CVPR 2025
Slender-Mamba: Fully Quantized Mamba in 1.58 Bits From Head to Toe
COLING 2025
SlerpFace: Face Template Protection via Spherical Linear Interpolation
AAAI 2025
Slice-and-Pack: Tailoring Deep Models for Customized Requirements
AAAI 2025
Sliced Wasserstein Bridge for Open-Vocabulary Video Instance Segmentation
ICCV 2025
SliceMoE: Routing Embedding Slices Instead of Tokens for Fine-Grained and Balanced Transformer Scaling
EMNLP 2025
SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design
EMNLP 2025
SLIM: Let LLM Learn More and Forget Less with Soft LoRA and Identity Mixture
NAACL 2025
SlimLLM: Accurate Structured Pruning for Large Language Models
ICML 2025