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)
Sharp Eyes and Memory for VideoLLMs: Information-Aware Visual Token Pruning for Efficient and Reliable VideoLLM Reasoning
AAAI 2026
SHaSaM: Submodular Hard Sample Mining for Fair Facial Attribute Recognition
WACV 2026
Shedding the Facades, Connecting the Domains: Detecting Shifting Multimodal Hate Video with Test-Time Adaptation
AAAI 2026
ShieldRAG: Safeguarding Retrieval-Augmented Generation from Untrusted Knowledge Bases
AAAI 2026
Shifting Perspectives: Steering Vectors for Robust Bias Mitigation in LLMs
EACL 2026
Shrinking the Teacher: An Adaptive Teaching Paradigm for Asymmetric EEG-Vision Alignment
AAAI 2026
SIAM: Towards Generalizable Articulated Object Modeling via Single Robot-Object Interaction
AAAI 2026
SIDE: Surrogate Conditional Data Extraction from Diffusion Models
AAAI 2026
Silenced Biases: The Dark Side LLMs Learned to Refuse
AAAI 2026
SilverLining: Data-First Mitigation of Spatial and Spectral Shortcuts Without Introducing New Confounders
WACV 2026
SimLabel: Similarity-Weighted Semi-supervision for Multi-annotator Learning with Missing Labels
AAAI 2026
SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements
AAAI 2026
Sim-to-Real: An Unsupervised Noise Layer for Screen-Camera Watermarking Robustness
AAAI 2026
Simulating Distribution Dynamics: Liquid Temporal Feature Evolution for Single-Domain Generalized Object Detection
AAAI 2026
Single-step Diffusion for Image Compression at Ultra-Low Bitrates
WACV 2026
SIRAJ: Diverse and Efficient Red-Teaming for LLM Agents via Distilled Structured Reasoning
EACL 2026
Sliding-Window Merging for Compacting Patch-Redundant Layers in LLMs
AAAI 2026
SlimInfer: Accelerating Long-Context LLM Inference via Dynamic Token Pruning
AAAI 2026
Small but Mighty: Dynamic Wavelet Expert-Guided Fine-Tuning of Large-Scale Models for Optical Remote Sensing Object Segmentation
AAAI 2026
SMART-Editor: A Multi-Agent Framework for Human-Like Design Editing with Structural Integrity
EACL 2026
SmartEyes: Plug-and-Play Event Detection for Retail Loss Prevention
AAAI 2026
Smart Replay: Adaptive Scheduling of Memory Rehearsal for Computational Resource-Aware Incremental Learning
CVPR 2026
SMIDT: High-Performance Inference Framework for MoE Models with Dynamic Top-K Routing
AAAI 2026
SNS-Grasp: Semantic-guided Noise Scaling for Grasp Generation
AAAI 2026
"So, How Much Do LLMs Hallucinate on Low-Resource Languages?" A Quantitative and Qualitative Analysis
EACL 2026