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)
Investigating Adaptation and Transfer Learning for End-to-End Spoken Language Understanding from Speech
Interspeech 2019
Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts
EMNLP 2019
Investigating the Robustness of Sequence-to-Sequence Text-to-Speech Models to Imperfectly-Transcribed Training Data
Interspeech 2019
IRLAS: Inverse Reinforcement Learning for Architecture Search
CVPR 2019
Is artificial data useful for biomedical Natural Language Processing algorithms?
ACL 2019
Issue Framing in Online Discussion Fora
NAACL 2019
Iterative Dual Domain Adaptation for Neural Machine Translation
EMNLP 2019
Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks
ICML 2019
It’s All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution
EMNLP 2019
Joint Acne Image Grading and Counting via Label Distribution Learning
ICCV 2019
Joint Approach to Deromanization of Code-mixed Texts
NAACL 2019
Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation
AAAI 2019
Joint Face Detection and Facial Motion Retargeting for Multiple Faces
CVPR 2019
Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging
NAACL 2019
Joint Student-Teacher Learning for Audio-Visual Scene-Aware Dialog
Interspeech 2019
KAMA-NNs: Low-dimensional Rotation Based Neural Networks
AISTATS 2019
KCNN: Kernel-wise Quantization to Remarkably Decrease Multiplications in Convolutional Neural Network
IJCAI 2019
Keep Calm and Switch On! Preserving Sentiment and Fluency in Semantic Text Exchange
EMNLP 2019
Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning
EMNLP 2019
K for the Price of 1: Parameter-efficient Multi-task and Transfer Learning
ICLR 2019
Kite: Automatic Speech Recognition for Unmanned Aerial Vehicles
Interspeech 2019
KNG: The K-Norm Gradient Mechanism
NeurIPS 2019
KnockoffGAN: Generating Knockoffs for Feature Selection using Generative Adversarial Networks
ICLR 2019
Knockoff Nets: Stealing Functionality of Black-Box Models
CVPR 2019
Knowledge Adaptation for Efficient Semantic Segmentation
CVPR 2019