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)
Debiasing Methods in Natural Language Understanding Make Bias More Accessible
EMNLP 2021
Debiasing Pre-trained Contextualised Embeddings
EACL 2021
DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding Spaces
EACL 2021
DecAug: Augmenting HOI Detection via Decomposition
AAAI 2021
DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation
AAAI 2021
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data
NeurIPS 2021
Decentralised Learning from Independent Multi-Domain Labels for Person Re-Identification
AAAI 2021
Decision-Focused Summarization
EMNLP 2021
Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond
ICML 2021
Decision Making with Differential Privacy under a Fairness Lens
IJCAI 2021
Decomposable-Net: Scalable Low-Rank Compression for Neural Networks
IJCAI 2021
Decoupled Dynamic Filter Networks
CVPR 2021
Deep Audio-Visual Speech Separation Based on Facial Motion
Interspeech 2021
DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach
SemEval 2021
Deep Contextual Clinical Prediction with Reverse Distillation
AAAI 2021
Deep Co-Training With Task Decomposition for Semi-Supervised Domain Adaptation
ICCV 2021
DeepCOVID: An Operational Deep Learning-driven Framework for Explainable Real-time COVID-19 Forecasting
AAAI 2021
Deep Cox Mixtures for Survival Regression
MLHC 2021
Deep Epidemiological Modeling by Black-box Knowledge Distillation: An Accurate Deep Learning Model for COVID-19
AAAI 2021
Deep Feature CycleGANs: Speaker Identity Preserving Non-Parallel Microphone-Telephone Domain Adaptation for Speaker Verification
Interspeech 2021
DeepGaze IIE: Calibrated Prediction in and Out-of-Domain for State-of-the-Art Saliency Modeling
ICCV 2021
Deep Homography for Efficient Stereo Image Compression
CVPR 2021
Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings
NeurIPS 2021
Deep-Learning-Based Central African Primate Species Classification with MixUp and SpecAugment
Interspeech 2021
Deep Learning for Click-Through Rate Estimation
IJCAI 2021