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)
Near-Optimal Entrywise Sampling of Numerically Sparse Matrices
COLT 2021
Near-Optimal Linear Regression under Distribution Shift
ICML 2021
Near-Optimal MNL Bandits Under Risk Criteria
AAAI 2021
NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases
EMNLP 2021
NeMo Inverse Text Normalization: From Development to Production
Interspeech 2021
NetAdaptV2: Efficient Neural Architecture Search With Fast Super-Network Training and Architecture Optimization
CVPR 2021
Net-DNF: Effective Deep Modeling of Tabular Data
ICLR 2021
Network Pruning via Performance Maximization
CVPR 2021
Network Quantization With Element-Wise Gradient Scaling
CVPR 2021
Neural Architecture Search of SPD Manifold Networks
IJCAI 2021
Neural Camera Simulators
CVPR 2021
Neural Circuit Synthesis from Specification Patterns
NeurIPS 2021
Neural Data-to-Text Generation with LM-based Text Augmentation
EACL 2021
Neural Extractive Search
ACL 2021
Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers
AISTATS 2021
Neural Machine Translation with Monolingual Translation Memory
ACL 2021
Neural networks with late-phase weights
ICLR 2021
Neural News Recommendation with Collaborative News Encoding and Structural User Encoding
EMNLP 2021
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation
ACL 2021
Neural Routing by Memory
NeurIPS 2021
Neural Side-by-Side: Predicting Human Preferences for No-Reference Super-Resolution Evaluation
CVPR 2021
Neural Synthesis of Binaural Speech From Mono Audio
ICLR 2021
Neural Tangent Generalization Attacks
ICML 2021
NeuroBEM: Hybrid Aerodynamic Quadrotor Model
RSS 2021
NeurST: Neural Speech Translation Toolkit
ACL 2021