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
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'25
Papers (including subtopics)
Adversarial Attacks on Neural Networks for Graph Data
IJCAI 2019
Adversarial camera stickers: A physical camera-based attack on deep learning systems
ICML 2019
Adversarial Category Alignment Network for Cross-domain Sentiment Classification
NAACL 2019
Adversarial Domain Adaptation for Machine Reading Comprehension
EMNLP 2019
Adversarial Domain Adaptation for Stable Brain-Machine Interfaces
ICLR 2019
Adversarial Domain Adaptation Using Artificial Titles for Abstractive Title Generation
ACL 2019
Adversarial Learning for Weakly-Supervised Social Network Alignment
AAAI 2019
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER
EMNLP 2019
Adversarially Learned Representations for Information Obfuscation and Inference
ICML 2019
Adversarially Trained End-to-End Korean Singing Voice Synthesis System
Interspeech 2019
Adversarial Removal of Demographic Attributes Revisited
EMNLP 2019
Adversarial Robustness vs. Model Compression, or Both?
ICCV 2019
Adversarial Training and Robustness for Multiple Perturbations
NeurIPS 2019
Adversarial training for free!
NeurIPS 2019
Adversarial Training for Satire Detection: Controlling for Confounding Variables
NAACL 2019
A Fast Machine Learning Workflow for Rapid Phenotype Prediction from Whole Shotgun Metagenomes
AAAI 2019
A Feasibility Test on Preventing PRMDs Based on Deep Learning
AAAI 2019
Affect-Driven Dialog Generation
NAACL 2019
AffectiveTweets: a Weka Package for Analyzing Affect in Tweets
JMLR 2019
A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression
NeurIPS 2019
A Fourier Perspective on Model Robustness in Computer Vision
NeurIPS 2019
A Framework for Bayesian Optimization in Embedded Subspaces
ICML 2019
A Frequency Normalization Technique for Kindergarten Speech Recognition Inspired by the Role of foin Vowel Perception
Interspeech 2019
A Generalized Neyman-Pearson Criterion for Optimal Domain Adaptation
ALT 2019
Agnostic Federated Learning
ICML 2019