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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Papers (including subtopics)
Data Augmentation Using McAdams-Coefficient-Based Speaker Anonymization for Fake Audio Detection
Interspeech 2022
Data Augmentation with Dual Training for Offensive Span Detection
NAACL 2022
Data Augmented 3D Semantic Scene Completion With 2D Segmentation Priors
WACV 2022
Data-Augmented Contact Model for Rigid Body Simulation
L4DC 2022
Database Search Results Disambiguation for Task-Oriented Dialog Systems
NAACL 2022
Data Cartography for Low-Resource Neural Machine Translation
EMNLP 2022
Data Determines Distributional Robustness in Contrastive Language Image Pre-training (CLIP)
ICML 2022
DATA: Domain-Aware and Task-Aware Self-Supervised Learning
CVPR 2022
Data-driven Approach to Differentiating between Depression and Dementia from Noisy Speech and Language Data
COLING 2022
Data-Driven Conditional Robust Optimization
NeurIPS 2022
Data-Driven Offline Decision-Making via Invariant Representation Learning
NeurIPS 2022
Data-Driven Offline Optimization for Architecting Hardware Accelerators
ICLR 2022
Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites
AAAI 2022
Data-Efficient Algorithms and Neural Natural Language Processing: Applications in the Healthcare Domain
IJCAI 2022
Data-Efficient Augmentation for Training Neural Networks
NeurIPS 2022
Data-Efficient Backdoor Attacks
IJCAI 2022
Data-Efficient Double-Win Lottery Tickets from Robust Pre-training
ICML 2022
Data-Efficient Graph Grammar Learning for Molecular Generation
ICLR 2022
Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data
NeurIPS 2022
Data-Efficient Structured Pruning via Submodular Optimization
NeurIPS 2022
Data-Free Adversarial Knowledge Distillation for Graph Neural Networks
IJCAI 2022
Data-Free Network Compression via Parametric Non-Uniform Mixed Precision Quantization
CVPR 2022
Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data
NeurIPS 2022
DataLab: A Platform for Data Analysis and Intervention
ACL 2022
DataMUX: Data Multiplexing for Neural Networks
NeurIPS 2022