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
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'15
'20
'25
Papers (including subtopics)
Addressing fairness in classification with a model-agnostic multi-objective algorithm
UAI 2021
Addressing the Long-term Impact of ML Decisions via Policy Regret
IJCAI 2021
ADePT: Auto-encoder based Differentially Private Text Transformation
EACL 2021
A description and demonstration of SAFAR framework
EACL 2021
A Deterministic Streaming Sketch for Ridge Regression
AISTATS 2021
A Discriminative Technique for Multiple-Source Adaptation
ICML 2021
Adjunct-Emeritus Distillation for Semi-Supervised Language Model Adaptation
Interspeech 2021
Advanced Long-Context End-to-End Speech Recognition Using Context-Expanded Transformers
Interspeech 2021
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods
EMNLP 2021
Adversarial Attacks on Multi-Agent Communication
ICCV 2021
Adversarial Data Augmentation for Disordered Speech Recognition
Interspeech 2021
Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation
Interspeech 2021
Adversarial Dual Distinct Classifiers for Unsupervised Domain Adaptation
WACV 2021
Adversarial Examples Make Strong Poisons
NeurIPS 2021
Adversarial Feature Desensitization
NeurIPS 2021
Adversarial Invariant Learning
CVPR 2021
Adversarially Adaptive Normalization for Single Domain Generalization
CVPR 2021
Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification
ICLR 2021
Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition
AAAI 2021
Adversarial Mixing Policy for Relaxing Locally Linear Constraints in Mixup
EMNLP 2021
Adversarial Reinforcement Learning for Unsupervised Domain Adaptation
WACV 2021
Adversarial Reweighting for Partial Domain Adaptation
NeurIPS 2021
Adversarial Robustness for Unsupervised Domain Adaptation
ICCV 2021
Adversarial Scrubbing of Demographic Information for Text Classification
EMNLP 2021
Adversarial Spectral Kernel Matching for Unsupervised Time Series Domain Adaptation
IJCAI 2021