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)
On the Efficiency of Data Collection for Crowdsourced Classification
IJCAI 2018
OpenNMT System Description for WNMT 2018: 800 words/sec on a single-core CPU
ACL 2018
Optimization based Layer-wise Magnitude-based Pruning for DNN Compression
IJCAI 2018
Optimization over Continuous and Multi-dimensional Decisions with Observational Data
NeurIPS 2018
Optimizing Video Object Detection via a Scale-Time Lattice
CVPR 2018
Outlier Detection and Robust Estimation in Nonparametric Regression
AISTATS 2018
Out-of-Distribution Detection using Multiple Semantic Label Representations
NeurIPS 2018
Overview of NLPTEA-2018 Share Task Chinese Grammatical Error Diagnosis
ACL 2018
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing
CVPR 2018
Paired Phone-Posteriors Approach to ESL Pronunciation Quality Assessment
Interspeech 2018
Paraphrasing Complex Network: Network Compression via Factor Transfer
NeurIPS 2018
Partial Transfer Learning With Selective Adversarial Networks
CVPR 2018
Party Matters: Enhancing Legislative Embeddings with Author Attributes for Vote Prediction
ACL 2018
Patient Privacy in Paralinguistic Tasks
Interspeech 2018
Pay-Per-Request Deployment of Neural Network Models Using Serverless Architectures
NAACL 2018
Pelee: A Real-Time Object Detection System on Mobile Devices
NeurIPS 2018
People, Penguins and Petri Dishes: Adapting Object Counting Models to New Visual Domains and Object Types Without Forgetting
CVPR 2018
Performance Analysis of Cloud Applications
NSDI 2018
Performance Analysis of the 2017 NIST Language Recognition Evaluation
Interspeech 2018
Personality-Aware Personalized Emotion Recognition from Physiological Signals
IJCAI 2018
Personalized and Private Peer-to-Peer Machine Learning
AISTATS 2018
Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning
EMNLP 2018
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification
CVPR 2018
Phase Retrieval Under a Generative Prior
NeurIPS 2018
Pieces of Eight: 8-bit Neural Machine Translation
NAACL 2018