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Application Areas

31,658 papers (3 classified directly here)

Subtopics

Domain Adaptation (8,962) Efficient Computing (6,898) Data Augmentation (3,720) Fairness (3,511) Knowledge Distillation (3,086) Privacy (2,847) Domain Generalization (1,834) Model Compression (1,718) Risk Management (1,064) Model Merging (558) Recommender Systems (315) Information Retrieval (244) Text Classification (139) Text Processing (5)

Papers per year

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Papers (including subtopics)

Guide Me: Interacting With Deep Networks CVPR 2018
NestedNet: Learning Nested Sparse Structures in Deep Neural Networks CVPR 2018
Context Embedding Networks CVPR 2018
BlockDrop: Dynamic Inference Paths in Residual Networks CVPR 2018
Deep Cross-Media Knowledge Transfer CVPR 2018
Interleaved Structured Sparse Convolutional Neural Networks CVPR 2018
Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation CVPR 2018
Deep Learning Under Privileged Information Using Heteroscedastic Dropout CVPR 2018
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation CVPR 2018
Generating Synthetic X-Ray Images of a Person From the Surface Geometry CVPR 2018
Feature Space Transfer for Data Augmentation CVPR 2018
Detail-Preserving Pooling in Deep Networks CVPR 2018
Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions CVPR 2018
CNN Driven Sparse Multi-Level B-Spline Image Registration CVPR 2018
Wide Compression: Tensor Ring Nets CVPR 2018
Boosting Self-Supervised Learning via Knowledge Transfer CVPR 2018
Explicit Loss-Error-Aware Quantization for Low-Bit Deep Neural Networks CVPR 2018
Privacy-preserving Neural Representations of Text EMNLP 2018
Adversarial Removal of Demographic Attributes from Text Data EMNLP 2018
It’s going to be okay: Measuring Access to Support in Online Communities EMNLP 2018
Using Linguistic Features to Improve the Generalization Capability of Neural Coreference Resolvers EMNLP 2018
Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance EMNLP 2018
Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning EMNLP 2018
XL-NBT: A Cross-lingual Neural Belief Tracking Framework EMNLP 2018
Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation EMNLP 2018