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)
It’s going to be okay: Measuring Access to Support in Online Communities
EMNLP 2018
i-Vectors in Language Modeling: An Efficient Way of Domain Adaptation for Feed-Forward Models
Interspeech 2018
Joint Active Feature Acquisition and Classification with Variable-Size Set Encoding
NeurIPS 2018
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation
CVPR 2018
Joint Noise and Reverberation Adaptive Learning for Robust Speaker DOA Estimation with an Acoustic Vector Sensor
Interspeech 2018
JUMP: a Jointly Predictor for User Click and Dwell Time
IJCAI 2018
Karaoke: Distributed Private Messaging Immune to Passive Traffic Analysis
OSDI 2018
K-Beam Minimax: Efficient Optimization for Deep Adversarial Learning
ICML 2018
KDGAN: Knowledge Distillation with Generative Adversarial Networks
NeurIPS 2018
K-means clustering using random matrix sparsification
ICML 2018
Knowledge Distillation by On-the-Fly Native Ensemble
NeurIPS 2018
Knowledge Distillation for Sequence Model
Interspeech 2018
Knowledge Transfer with Jacobian Matching
ICML 2018
KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos
EMNLP 2018
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning
NeurIPS 2018
Lancaster at SemEval-2018 Task 3: Investigating Ironic Features in English Tweets
SemEval 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning
CVPR 2018
Large Scale Optimal Transport and Mapping Estimation
ICLR 2018
Lean Multiclass Crowdsourcing
CVPR 2018
Learning Adversarially Fair and Transferable Representations
ICML 2018
Learning Compact Neural Networks with Regularization
ICML 2018
Learning Compressed Transforms with Low Displacement Rank
NeurIPS 2018
Learning Compressible 360° Video Isomers
CVPR 2018
“Learning-Compression” Algorithms for Neural Net Pruning
CVPR 2018
Learning Diachronic Analogies to Analyze Concept Change
COLING 2018