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Model Architecture

4351 directly classified papers

Papers per year

Papers

Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks NIPS 2018
Virtual Class Enhanced Discriminative Embedding Learning NIPS 2018
3D-PhysNet: Learning the Intuitive Physics of Non-Rigid Object Deformations IJCAI 2018
Exploring Encoder-Decoder Model for Distant Supervised Relation Extraction IJCAI 2018
Attention-Fused Deep Matching Network for Natural Language Inference IJCAI 2018
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction NIPS 2018
Can We Gain More from Orthogonality Regularizations in Training Deep Networks? NIPS 2018
Frequency-Domain Dynamic Pruning for Convolutional Neural Networks NIPS 2018
Constructing Fast Network through Deconstruction of Convolution NIPS 2018
Compact Generalized Non-local Network NIPS 2018
Learning Compressed Transforms with Low Displacement Rank NIPS 2018
Deep Neural Networks with Box Convolutions NIPS 2018
Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach IJCAI 2018
Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning IJCAI 2018
Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices IJCAI 2018
Mixed Link Networks IJCAI 2018
Efficient DNN Neuron Pruning by Minimizing Layer-wise Nonlinear Reconstruction Error IJCAI 2018
Squeeze-and-Excitation Networks CVPR 2018
CLIP-Q: Deep Network Compression Learning by In-Parallel Pruning-Quantization CVPR 2018
Mesoscopic Facial Geometry Inference Using Deep Neural Networks CVPR 2018
Deep Cross-Media Knowledge Transfer CVPR 2018
Interleaved Structured Sparse Convolutional Neural Networks CVPR 2018
Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions CVPR 2018
Learning to Optimize Tensor Programs NIPS 2018
Synaptic Strength For Convolutional Neural Network NIPS 2018