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)
Adapting to Evolving Adversaries with Regularized Continual Robust Training
ICML 2025
Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision
ICCV 2025
Adapting While Learning: Grounding LLMs for Scientific Problems with Tool Usage Adaptation
ICML 2025
Adapting Whisper for Regional Dialects: Enhancing Public Services for Vulnerable Populations in the United Kingdom
COLING 2025
Adaptive and Robust Translation from Natural Language to Multi-model Query Languages
ACL 2025
Adaptive Caching for Faster Video Generation with Diffusion Transformers
ICCV 2025
Adaptive Camera Sensor for Vision Models
ICLR 2025
Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition
IJCNLP 2025
Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference
AAAI 2025
Adaptive Data Collection for Robust Learning Across Multiple Distributions
ICML 2025
Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws
ICLR 2025
Adaptive Dataset Quantization
AAAI 2025
Adaptive Deployment of Untrusted LLMs Reduces Distributed Threats
ICLR 2025
Adaptive Deviation Learning for Visual Anomaly Detection with Data Contamination
WACV 2025
Adaptive Distributed Kernel Ridge Regression: A Feasible Distributed Learning Scheme for Data Silos
JMLR 2025
Adaptive Dual Guidance Knowledge Distillation
AAAI 2025
Adaptive Energy Alignment for Accelerating Test-Time Adaptation
ICLR 2025
Adaptive Estimation and Learning under Temporal Distribution Shift
ICML 2025
Adaptive Gradient Clipping for Robust Federated Learning
ICLR 2025
Adaptive Graph Unlearning
IJCAI 2025
Adaptive kernel predictors from feature-learning infinite limits of neural networks
ICML 2025
Adaptive Length Image Tokenization via Recurrent Allocation
ICLR 2025
Adaptive Locomotion on Mud through Proprioceptive Sensing of Substrate Properties
RSS 2025
Adaptive Market Making with Inventory Constraints via Online Learning
AAAI 2025
Adaptive Merchant-Centric Risk Control via Unbiased Decision-Making and Dynamic Optimization in E-Commerce
AAAI 2025