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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'25
Papers (including subtopics)
LiteEval: A Coarse-to-Fine Framework for Resource Efficient Video Recognition
NeurIPS 2019
Litigation Analytics: Case Outcomes Extracted from US Federal Court Dockets
NAACL 2019
LIT: Learned Intermediate Representation Training for Model Compression
ICML 2019
Live Face De-Identification in Video
ICCV 2019
Locale-agnostic Universal Domain Classification Model in Spoken Language Understanding
NAACL 2019
Locality-Sensitive Hashing for f-Divergences: Mutual Information Loss and Beyond
NeurIPS 2019
Locally Private Bayesian Inference for Count Models
ICML 2019
Locally Private Gaussian Estimation
NeurIPS 2019
Locally Private Learning without Interaction Requires Separation
NeurIPS 2019
Locally Private Mean Estimation: Z-test and Tight Confidence Intervals
AISTATS 2019
Locate-Then-Detect: Real-time Web Attack Detection via Attention-based Deep Neural Networks
IJCAI 2019
Logistic Regression on Homomorphic Encrypted Data at Scale
AAAI 2019
Lombard Speech Synthesis Using Transfer Learning in a Tacotron Text-to-Speech System
Interspeech 2019
Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction
EMNLP 2019
Loom: Flexible and Efficient NIC Packet Scheduling
NSDI 2019
Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning
AAAI 2019
Low-Bit Quantization for Attributed Network Representation Learning
IJCAI 2019
Low-Dimensional Bottleneck Features for On-Device Continuous Speech Recognition
Interspeech 2019
Low-Dimensional Density Ratio Estimation for Covariate Shift Correction
AISTATS 2019
Lower Bounds for Locally Private Estimation via Communication Complexity
COLT 2019
Low Latency Privacy Preserving Inference
ICML 2019
Low Resource Automatic Intonation Classification Using Gated Recurrent Unit (GRU) Networks Pre-Trained with Synthesized Pitch Patterns
Interspeech 2019
M2H-GAN: A GAN-Based Mapping from Machine to Human Transcripts for Speech Understanding
Interspeech 2019
Machine Learning with Crowdsourcing: A Brief Summary of the Past Research and Future Directions
AAAI 2019
Machine Translation for Machines: the Sentiment Classification Use Case
EMNLP 2019