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)
Searching for Low-Bit Weights in Quantized Neural Networks
NeurIPS 2020
Searching to Exploit Memorization Effect in Learning with Noisy Labels
ICML 2020
Search to Distill: Pearls Are Everywhere but Not the Eyes
CVPR 2020
Search Tree Pruning for Progressive Neural Architecture Search (Student Abstract)
AAAI 2020
SEBF: A Single-Chain based Extension Model of Blockchain for Fintech
IJCAI 2020
Secretary and Online Matching Problems with Machine Learned Advice
NeurIPS 2020
Security Analysis of Safe and Seldonian Reinforcement Learning Algorithms
NeurIPS 2020
Segment-Level Effects of Gender, Nationality and Emotion Information on Text-Independent Speaker Verification
Interspeech 2020
Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation
ACL 2020
Selection via Proxy: Efficient Data Selection for Deep Learning
ICLR 2020
Selective Question Answering under Domain Shift
ACL 2020
Selective Transfer With Reinforced Transfer Network for Partial Domain Adaptation
CVPR 2020
SelectScale: Mining More Patterns from Images via Selective and Soft Dropout
IJCAI 2020
Self-adaptive Re-weighted Adversarial Domain Adaptation
IJCAI 2020
Self-Attention Encoding and Pooling for Speaker Recognition
Interspeech 2020
Self-Distillation Amplifies Regularization in Hilbert Space
NeurIPS 2020
Self-Distillation as Instance-Specific Label Smoothing
NeurIPS 2020
Self-Distillation for Improving CTC-Transformer-Based ASR Systems
Interspeech 2020
SELF: Learning to Filter Noisy Labels with Self-Ensembling
ICLR 2020
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID
NeurIPS 2020
Self-Supervised Adversarial Multi-Task Learning for Vocoder-Based Monaural Speech Enhancement
Interspeech 2020
Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning
CVPR 2020
Self-Supervised Generative Adversarial Compression
NeurIPS 2020
Self-Supervised Representations Improve End-to-End Speech Translation
Interspeech 2020
Self-training Avoids Using Spurious Features Under Domain Shift
NeurIPS 2020