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)
StyleSSP: Sampling StartPoint Enhancement for Training-free Diffusion-based Method for Style Transfer
CVPR 2025
SUA: Stealthy Multimodal Large Language Model Unlearning Attack
EMNLP 2025
SUB: Benchmarking CBM Generalization via Synthetic Attribute Substitutions
ICCV 2025
Subgraph Aggregation for Out-of-Distribution Generalization on Graphs
AAAI 2025
Subgraph Federated Learning for Local Generalization
ICLR 2025
Subgraph Invariant Learning Towards Large-Scale Graph Node Classification
AAAI 2025
Subgroups Matter for Robust Bias Mitigation
ICML 2025
SuBiTO: Synopsis-based Training Optimization for Continuous Real-Time Neural Learning over Big Streaming Data
AAAI 2025
SubjectDrive: Scaling Generative Data in Autonomous Driving via Subject Control
AAAI 2025
Subjective Camera 1.0: Bridging Human Cognition and Visual Reconstruction through Sequence-Aware Sketch-Guided Diffusion
ICCV 2025
Subnet-Aware Dynamic Supernet Training for Neural Architecture Search
CVPR 2025
Subobject-level Image Tokenization
ICML 2025
SudoLM: Learning Access Control of Parametric Knowledge with Authorization Alignment
ACL 2025
Sufficient Invariant Learning for Distribution Shift
CVPR 2025
Suitability Filter: A Statistical Framework for Classifier Evaluation in Real-World Deployment Settings
ICML 2025
Suit the Node Pair to the Case: A Multi-Scale Node Pair Grouping Strategy for Graph-MLP Distillation
IJCAI 2025
SuLoRA: Subspace Low-Rank Adaptation for Parameter-Efficient Fine-Tuning
ACL 2025
Sun Off Lights On: Photorealistic Monocular Nighttime Simulation for Robust Semantic Perception
WACV 2025
Superfast Configuration-Space Convex Set Computation on GPUs for Online Motion Planning
RSS 2025
Superficial Self-Improved Reasoners Benefit from Model Merging
EMNLP 2025
SuperPC: A Single Diffusion Model for Point Cloud Completion, Upsampling, Denoising, and Colorization
CVPR 2025
Superpose Task-specific Features for Model Merging
EMNLP 2025
SuperServe: Fine-Grained Inference Serving for Unpredictable Workloads
NSDI 2025
Supporting Online Discussions: Integrating AI Into the adhocracy+ Participation Platform To Enhance Deliberation
EMNLP 2025
Supportive Negatives Spectral Augmentation for Source-Free Cross-Domain Segmentation
AAAI 2025