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)
Private Sequential Learning
COLT 2018
Probably Approximately Metric-Fair Learning
ICML 2018
Product Kernel Interpolation for Scalable Gaussian Processes
AISTATS 2018
Profitable Bandits
ACML 2018
Progressive Blockwise Knowledge Distillation for Neural Network Acceleration
IJCAI 2018
Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object Detection
CVPR 2018
Progressive Reinforcement Learning with Distillation for Multi-Skilled Motion Control
ICLR 2018
Projecting Embeddings for Domain Adaption: Joint Modeling of Sentiment Analysis in Diverse Domains
COLING 2018
Prophecy: Accelerating Mobile Page Loads Using Final-state Write Logs
NSDI 2018
Push-Net: Deep Planar Pushing for Objects with Unknown Physical Properties
RSS 2018
Put It Back: Entity Typing with Language Model Enhancement
EMNLP 2018
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference
CVPR 2018
Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation
CVPR 2018
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations
JMLR 2018
Query Complexity of Bayesian Private Learning
NeurIPS 2018
Question Generation from SQL Queries Improves Neural Semantic Parsing
EMNLP 2018
Racial Disparities and Mistrust in End-of-Life Care
MLHC 2018
RadialGAN: Leveraging multiple datasets to improve target-specific predictive models using Generative Adversarial Networks
ICML 2018
Random Subspace with Trees for Feature Selection Under Memory Constraints
AISTATS 2018
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering
EMNLP 2018
Ranking Preserving Nonnegative Matrix Factorization
IJCAI 2018
Rapid Adaptation of Neural Machine Translation to New Languages
EMNLP 2018
Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer
CVPR 2018
Recovering Missing Characters in Old Hawaiian Writing
EMNLP 2018
Recurrent Residual Module for Fast Inference in Videos
CVPR 2018