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Model Architecture

4,354 papers

Papers per year

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Papers

Efficient Video Object Segmentation via Network Modulation CVPR 2018
Deep Hashing via Discrepancy Minimization CVPR 2018
Squeeze-and-Excitation Networks CVPR 2018
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification CVPR 2018
CLIP-Q: Deep Network Compression Learning by In-Parallel Pruning-Quantization CVPR 2018
ClcNet: Improving the Efficiency of Convolutional Neural Network Using Channel Local Convolutions CVPR 2018
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks CVPR 2018
Neural Style Transfer via Meta Networks CVPR 2018
HydraNets: Specialized Dynamic Architectures for Efficient Inference CVPR 2018
Mesoscopic Facial Geometry Inference Using Deep Neural Networks CVPR 2018
A PID Controller Approach for Stochastic Optimization of Deep Networks CVPR 2018
High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs CVPR 2018
Deep Cross-Media Knowledge Transfer CVPR 2018
Interleaved Structured Sparse Convolutional Neural Networks CVPR 2018
Analytic Expressions for Probabilistic Moments of PL-DNN With Gaussian Input CVPR 2018
Detail-Preserving Pooling in Deep Networks CVPR 2018
Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions CVPR 2018
NISP: Pruning Networks Using Neuron Importance Score Propagation CVPR 2018
Wide Compression: Tensor Ring Nets CVPR 2018
Spatially-Adaptive Filter Units for Deep Neural Networks CVPR 2018
Explicit Loss-Error-Aware Quantization for Low-Bit Deep Neural Networks CVPR 2018
Improving the Transformer Translation Model with Document-Level Context EMNLP 2018
Self-Governing Neural Networks for On-Device Short Text Classification EMNLP 2018
Compact Personalized Models for Neural Machine Translation EMNLP 2018
Supervised Domain Enablement Attention for Personalized Domain Classification EMNLP 2018