Delving deep into spatial pooling for squeeze-and-excitation networks

Handling Gaussian blur without deconvolution

(2020) Jitka Kostková et al.   PATTERN RECOGNITION

Deep and joint learning of longitudinal data for Alzheimer's disease prediction

(2020) Baiying Lei et al.   PATTERN RECOGNITION

Guided CNN for generalized zero-shot and open-set recognition using visual and semantic prototypes

(2020) Chuanxing Geng et al.   PATTERN RECOGNITION

Understanding Deep Learning Techniques for Image Segmentation

(2019) Swarnendu Ghosh et al.   ACM COMPUTING SURVEYS

Recent advances in convolutional neural networks

(2018) Jiuxiang Gu et al.   PATTERN RECOGNITION

Low-Complexity Approximate Convolutional Neural Networks

(2018) Renato J. Cintra et al.   IEEE Transactions on Neural Networks and Learning Systems

NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps

(2018) Alessandro Aimar et al.   IEEE Transactions on Neural Networks and Learning Systems

Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval

(2017) Xiu-Shen Wei et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Towards better exploiting convolutional neural networks for remote sensing scene classification

(2017) Keiller Nogueira et al.   PATTERN RECOGNITION

Quantized CNN: A Unified Approach to Accelerate and Compress Convolutional Networks

(2017) Jian Cheng et al.   IEEE Transactions on Neural Networks and Learning Systems

Stacked Convolutional Denoising Auto-Encoders for Feature Representation

(2017) Bo Du et al.   IEEE Transactions on Cybernetics

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Image Classification with the Fisher Vector: Theory and Practice

(2013) Jorge Sánchez et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Product Quantization for Nearest Neighbor Search

(2010) H Jégou et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE