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)
Ensembling With a Fixed Parameter Budget: When Does It Help and Why?
ACML 2021
Entity Enhancement for Implicit Discourse Relation Classification in the Biomedical Domain
ACL 2021
Environment Inference for Invariant Learning
ICML 2021
ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation
AAAI 2021
ER-AE: Differentially Private Text Generation for Authorship Anonymization
NAACL 2021
Error-Aware Density Isomorphism Reconstruction for Unsupervised Cross-Domain Crowd Counting
AAAI 2021
Error Compensated Distributed SGD Can Be Accelerated
NeurIPS 2021
ErrorCompensatedX: error compensation for variance reduced algorithms
NeurIPS 2021
ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in Healthcare
AAAI 2021
Escaping Saddle Points with Compressed SGD
NeurIPS 2021
ESPnet-ST IWSLT 2021 Offline Speech Translation System
ACL 2021
Estimating Smooth GLM in Non-interactive Local Differential Privacy Model with Public Unlabeled Data
ALT 2021
Estimating Sparse Discrete Distributions Under Privacy and Communication Constraints
ALT 2021
Estimation and Optimization of Composite Outcomes
JMLR 2021
Estimation of Spectral Risk Measures
AAAI 2021
Ethical and Technological Challenges of Conversational AI
Interspeech 2021
ETLT 2021: Shared Task on Automatic Speech Recognition for Non-Native Children’s Speech
Interspeech 2021
eTranslation’s Submissions to the WMT 2021 News Translation Task
EMNLP 2021
Evading the Curse of Dimensionality in Unconstrained Private GLMs
AISTATS 2021
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders
MLHC 2021
Evaluating Debiasing Techniques for Intersectional Biases
EMNLP 2021
Evaluating Efficient Performance Estimators of Neural Architectures
NeurIPS 2021
Evaluating Gender Bias in Hindi-English Machine Translation
ACL 2021
Evaluating Gradient Inversion Attacks and Defenses in Federated Learning
NeurIPS 2021
Evaluating model performance under worst-case subpopulations
NeurIPS 2021