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neural network architecture

362 papers

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Co-occurring keywords

neural network (6616) convolutional neural network (4216) model compression (3283) image classification (1943) representation learning (6174) object detection (2759) attention mechanism (3975) deep learning (2111) efficient computing (779) computer vision (735)

Papers

All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification CVPR 2019
Regression Planning Networks NIPS 2019
Learning from Delayed Outcomes via Proxies with Applications to Recommender Systems ICML 2019
Convolutional Self-Attention Networks NAACL 2019
Algorithm-Dependent Generalization Bounds for Overparameterized Deep Residual Networks NIPS 2019
Neural Shuffle-Exchange Networks - Sequence Processing in O(n log n) Time NIPS 2019
KAMA-NNs: Low-dimensional Rotation Based Neural Networks AISTATS 2019
Embeddia at SemEval-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning Approaches SEMEVAL 2019
Scalable Convolutional Neural Network for Image Compressed Sensing CVPR 2019
IPOMDP-Net: A Deep Neural Network for Partially Observable Multi-Agent Planning Using Interactive POMDPs AAAI 2019
GeniePath: Graph Neural Networks with Adaptive Receptive Paths AAAI 2019
Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation AAAI 2019
Capsule Networks Need an Improved Routing Algorithm ACML 2019
A Deep Neural Network for Short-Segment Speaker Recognition INTERSPEECH 2019
Deep Neural Networks with Multi-Branch Architectures Are Intrinsically Less Non-Convex AISTATS 2019
Data-Driven Neuron Allocation for Scale Aggregation Networks CVPR 2019
ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation CVPR 2019
TextureNet: Consistent Local Parametrizations for Learning From High-Resolution Signals on Meshes CVPR 2019
Kernelized Synaptic Weight Matrices ICML 2018
Tags2Parts: Discovering Semantic Regions From Shape Tags CVPR 2018
Perturbative Neural Networks CVPR 2018
Squeeze-and-Excitation Networks CVPR 2018
HydraNets: Specialized Dynamic Architectures for Efficient Inference CVPR 2018
Improved Expressivity Through Dendritic Neural Networks NIPS 2018
Mean-field theory of graph neural networks in graph partitioning NIPS 2018