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)
Two Birds with One Stone: Series Saliency for Accurate and Interpretable Multivariate Time Series Forecasting
IJCAI 2021
Two Heads are Better than One? Verification of Ensemble Effect in Neural Machine Translation
EMNLP 2021
Two-Sided Fairness in Non-Personalised Recommendations (Student Abstract)
AAAI 2021
Two-sided fairness in rankings via Lorenz dominance
NeurIPS 2021
Two Sides of Meta-Learning Evaluation: In vs. Out of Distribution
NeurIPS 2021
Two-stage Training for Learning from Label Proportions
IJCAI 2021
TWT: Table with Written Text for Controlled Data-to-Text Generation
EMNLP 2021
U-BERT: Pre-training User Representations for Improved Recommendation
AAAI 2021
UDALM: Unsupervised Domain Adaptation through Language Modeling
NAACL 2021
Ultra Fast Speech Separation Model with Teacher Student Learning
Interspeech 2021
Ultra-High-Definition Image Dehazing via Multi-Guided Bilateral Learning
CVPR 2021
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval
EMNLP 2021
UMEC: Unified model and embedding compression for efficient recommendation systems
ICLR 2021
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus
NAACL 2021
Unadversarial Examples: Designing Objects for Robust Vision
NeurIPS 2021
Unanswerable Question Correction in Question Answering over Personal Knowledge Base
AAAI 2021
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation
ICML 2021
UNBERT: User-News Matching BERT for News Recommendation
IJCAI 2021
Unbiased Classification through Bias-Contrastive and Bias-Balanced Learning
NeurIPS 2021
Unbiased Mean Teacher for Cross-Domain Object Detection
CVPR 2021
Uncertainty-aware Binary Neural Networks
IJCAI 2021
Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data
Interspeech 2021
Uncertainty-Aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation
ICCV 2021
Uncertainty Calibration for Ensemble-Based Debiasing Methods
NeurIPS 2021
Uncertainty-Guided Model Generalization to Unseen Domains
CVPR 2021