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)
FrugalML: How to use ML Prediction APIs more accurately and cheaply
NeurIPS 2020
Frugal neural reranking: evaluation on the Covid-19 literature
EMNLP 2020
FSNet: Compression of Deep Convolutional Neural Networks by Filter Summary
ICLR 2020
Fully Nested Neural Network for Adaptive Compression and Quantization
IJCAI 2020
Fully Quantized Transformer for Machine Translation
EMNLP 2020
Functional Martingale Residual Process for High-Dimensional Cox Regression with Model Averaging
JMLR 2020
Fungi Recognition: A Practical Use Case
WACV 2020
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing
NeurIPS 2020
Fusion Architectures for Word-Based Audiovisual Speech Recognition
Interspeech 2020
FusionDN: A Unified Densely Connected Network for Image Fusion
AAAI 2020
FusionRNN: Shared Neural Parameters for Multi-Channel Distant Speech Recognition
Interspeech 2020
FuzzE: Fuzzy Fairness Evaluation of Offensive Language Classifiers on African-American English
AAAI 2020
FVM: FPGA-assisted Virtual Device Emulation for Fast, Scalable, and Flexible Storage Virtualization
OSDI 2020
Gain with no Pain: Efficiency of Kernel-PCA by Nyström Sampling
AISTATS 2020
Gait Recognition for Co-Existing Multiple People Using Millimeter Wave Sensing
AAAI 2020
Galileo at SemEval-2020 Task 12: Multi-lingual Learning for Offensive Language Identification Using Pre-trained Language Models
SemEval 2020
Gaming Corpus for Studying Social Screams
Interspeech 2020
GAMIN: Generative Adversarial Multiple Imputation Network for Highly Missing Data
CVPR 2020
GAN-Based Data Generation for Speech Emotion Recognition
Interspeech 2020
GAN Compression: Efficient Architectures for Interactive Conditional GANs
CVPR 2020
Gandalf: An Intelligent, End-To-End Analytics Service for Safe Deployment in Large-Scale Cloud Infrastructure
NSDI 2020
GBe at FinCausal 2020, Task 2: Span-based Causality Extraction for Financial Documents
COLING 2020
GCN meets GPU: Decoupling “When to Sample” from “How to Sample”
NeurIPS 2020
GDN: A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection
CoRL 2020
GenAug: Data Augmentation for Finetuning Text Generators
EMNLP 2020