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)
SOLAR: Switchable Output Layer for Accuracy and Robustness in Once-for-All Training
WACV 2026
Sortblock: Similarity-Aware Feature Reuse for Diffusion Model
AAAI 2026
SoS: Analysis of Surface over Semantics in Multilingual Text-To-Image Generation
EACL 2026
SOSControl: Enhancing Human Motion Generation Through Saliency-Aware Symbolic Orientation and Timing Control
AAAI 2026
Source-Free Graph Foundation Model Adaptation via Pseudo-Source Reconstruction
AAAI 2026
Spacewalk-18: A Benchmark for Multimodal and Long-form Procedural Video Understanding in Novel Domains
WACV 2026
SPARD: Single-step Inference with Adaptive Sampling in Residual Diffusion for Human Motion Prediction
AAAI 2026
Sparse Attention Across Multiple-Context KV Cache
AAAI 2026
Sparse Brains are Also Adaptive Brains: Cognitive-Load-Aware Dynamic Activation for LLMs
EACL 2026
Sparse-dLLM: Accelerating Diffusion LLMs with Dynamic Cache Eviction
AAAI 2026
SparseRM: A Lightweight Preference Modeling with Sparse Autoencoder
AAAI 2026
Sparse Task Vector Mixup with Hypernetworks for Efficient Knowledge Transfer in Whole-Slide Image Prognosis
CVPR 2026
SPARTA: Evaluating Reasoning Segmentation Robustness through Black-Box Adversarial Paraphrasing in Text Autoencoder Latent Space
EACL 2026
Spatial-Temporal Feedback Diffusion Guidance for Controlled Traffic Imputation
AAAI 2026
Speaker Anonymization for Children's Oral Reading Assessment
AAAI 2026
SpecDiff: Accelerating Diffusion Model Inference with Self-Speculation
AAAI 2026
SpecQuant: Spectral Decomposition and Adaptive Truncation for Ultra-Low-Bit LLMs Quantization
AAAI 2026
Spectral Property-Driven Data Augmentation for Hyperspectral Single-Source Domain Generalization
AAAI 2026
SpeeDe3DGS: Speedy Deformable 3D Gaussian Splatting with Temporal Pruning and Motion Grouping
CVPR 2026
SPEED-Q: Staged Processing with Enhanced Distillation Towards Efficient Low-Bit On-Device VLM Quantization
AAAI 2026
SpikeRain: Towards Energy-Efficient Single Image Deraining with Spiking Neural Networks
WACV 2026
Spiking-Aided Neural Architecture for Efficient and Robust WiFi Sensing
AAAI 2026
Spiking Heterogeneous Graph Attention Networks
AAAI 2026
SpikingIR: A Novel Converted Spiking Neural Network for Efficient Image Restoration
AAAI 2026
Splats in Splats: Robust and Effective 3D Steganography Towards Gaussian Splatting
AAAI 2026