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
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Papers (including subtopics)
Mixed Precision DNNs: All you need is a good parametrization
ICLR 2020
Mix-n-Match : Ensemble and Compositional Methods for Uncertainty Calibration in Deep Learning
ICML 2020
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
ACL 2020
Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks
COLING 2020
MLSL: Multi-Level Self-Supervised Learning for Domain Adaptation with Spatially Independent and Semantically Consistent Labeling
WACV 2020
MMPE: A Multi-Modal Interface using Handwriting, Touch Reordering, and Speech Commands for Post-Editing Machine Translation
ACL 2020
MMTM: Multimodal Transfer Module for CNN Fusion
CVPR 2020
MnasFPN: Learning Latency-Aware Pyramid Architecture for Object Detection on Mobile Devices
CVPR 2020
MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices
ACL 2020
MoBiNet: A Mobile Binary Network for Image Classification
WACV 2020
Model Adaptation: Unsupervised Domain Adaptation Without Source Data
CVPR 2020
Model-Agnostic Counterfactual Explanations for Consequential Decisions
AISTATS 2020
Model-agnostic Methods for Text Classification with Inherent Noise
COLING 2020
Model-Based Inverse Reinforcement Learning from Visual Demonstrations
CoRL 2020
Model-based Policy Optimization with Unsupervised Model Adaptation
NeurIPS 2020
Model Class Reliance for Random Forests
NeurIPS 2020
Model Fusion via Optimal Transport
NeurIPS 2020
Modeling Electrical Motor Dynamics Using Encoder-Decoder with Recurrent Skip Connection
AAAI 2020
Modeling Perception Errors towards Robust Decision Making in Autonomous Vehicles
IJCAI 2020
Modeling Subjective Assessments of Guilt in Newspaper Crime Narratives
CoNLL 2020
Modeling Word Formation in English–German Neural Machine Translation
ACL 2020
Model Rubik’s Cube: Twisting Resolution, Depth and Width for TinyNets
NeurIPS 2020
Model Watermarking for Image Processing Networks
AAAI 2020
Modularized Transfomer-based Ranking Framework
EMNLP 2020
Modular Meta-Learning with Shrinkage
NeurIPS 2020