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)
LooC: Effective Low-Dimensional Codebook for Compositional Vector Quantization
WACV 2026
LoRA in LoRA: Towards Parameter-Efficient Architecture Expansion for Continual Visual Instruction Tuning
AAAI 2026
Lose Your Self (LoYS): An Adversarial Entropy-based Unsupervised Approach for Model Debiasing
WACV 2026
Low-Rank Expert Merging for Multi-Source Domain Adaptation in Person Re-Identification
WACV 2026
LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping
AAAI 2026
Luth: Efficient French Specialization for Small Language Models and Cross-Lingual Transfer
EACL 2026
LWGANet: Addressing Spatial and Channel Redundancy in Remote Sensing Visual Tasks with Light-Weight Grouped Attention
AAAI 2026
M²VAE: Multi-Modal Multi-View Variational Autoencoder for Cold-start Item Recommendation
AAAI 2026
Machine Learning for Sustainable Rice Production: Region-Scale Monitoring of Water-Saving Practices in Punjab, India
AAAI 2026
Machine Pareidolia: Protecting Facial Image with Emotional Editing
AAAI 2026
Magnitude-Modulated Equivariant Adapter for Parameter-Efficient Fine-Tuning of Equivariant Graph Neural Networks
AAAI 2026
Magnol.AI Copilot: Multimodal LLMs for Conversational Insight Generation
AAAI 2026
Make Foundation Models Trustworthy Again: Causal Fine-Adaptation for Medical Image Segmentation
AAAI 2026
Making Every Head Count: Sparse Attention Without the Speed-Performance Trade-off
AAAI 2026
Making Visual Dialogue More Engaging: A New Task, Method, and Metric
AAAI 2026
ManiLong-Shot: Interaction-Aware One-Shot Imitation Learning for Long-Horizon Manipulation
AAAI 2026
Manipulating the Mind’s Eye: A-SAGE, the Attention-Based Attack on ViT Explainability
AAAI 2026
MapCoder-Lite: Distilling Multi-Agent Coding into a Single Small LLM
EACL 2026
MAPS: A Multilingual Benchmark for Agent Performance and Security
EACL 2026
Margin-Aware Preference Optimization for Aligning Diffusion Models Without Reference
AAAI 2026
Marking Code Without Breaking It: Code Watermarking for Detecting LLM-Generated Code
EACL 2026
Marshaled Learning: Bridging Large Neural Networks with Memory-Constrained Trusted Execution Environments in Federated Learning
WACV 2026
MartDE: A Privacy-Preserving and Cost-Efficient Evaluation Framework for Data Marketplaces
AAAI 2026
Matching Semantically Similar Non-Identical Objects
WACV 2026
MathSmith: Towards Extremely Hard Mathematical Reasoning by Forging Synthetic Problems with a Reinforced Policy
AAAI 2026