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)
Adaptive Identification of Populations with Treatment Benefit in Clinical Trials: Machine Learning Challenges and Solutions
ICML 2023
Adaptive Image Anonymization in the Context of Image Classification with Neural Networks
ICCV 2023
Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction
AAAI 2023
Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift
ICML 2023
Adaptive Mixing of Auxiliary Losses in Supervised Learning
AAAI 2023
Adaptive Neural Network Quantization For Lightweight Speaker Verification
Interspeech 2023
Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective
NeurIPS 2023
Adaptive Privacy Composition for Accuracy-first Mechanisms
NeurIPS 2023
Adaptive Sample Selection for Robust Learning Under Label Noise
WACV 2023
Adaptive Sparse Convolutional Networks With Global Context Enhancement for Faster Object Detection on Drone Images
CVPR 2023
Adaptive Sparse ViT: Towards Learnable Adaptive Token Pruning by Fully Exploiting Self-Attention
IJCAI 2023
Adaptive Test-Time Personalization for Federated Learning
NeurIPS 2023
Adaptive Texture Filtering for Single-Domain Generalized Segmentation
AAAI 2023
Adaptive Topological Feature via Persistent Homology: Filtration Learning for Point Clouds
NeurIPS 2023
AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking
NeurIPS 2023
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification
EMNLP 2023
A Data-Based Perspective on Transfer Learning
CVPR 2023
A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets
EACL 2023
A Dataset of Argumentative Dialogues on Scientific Papers
ACL 2023
Addax: A fast, private, and accountable ad exchange infrastructure
NSDI 2023
Addressing Budget Allocation and Revenue Allocation in Data Market Environments Using an Adaptive Sampling Algorithm
ICML 2023
Addressing Chest Radiograph Projection Bias in Deep Classification Models
MIDL 2023
Addressing Cold Start Problem for End-to-end Automatic Speech Scoring
Interspeech 2023
Addressing Domain Changes in Task-oriented Conversational Agents through Dialogue Adaptation
EACL 2023
Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain
EMNLP 2023