Deep Networks with Internal Selective Attention through Feedback Connections

11 July 2014

Papers citing "Deep Networks with Internal Selective Attention through Feedback Connections"

50 / 92 papers shown

Title
MBInception: A new Multi-Block Inception Model for Enhancing Image Processing Efficiency Fatemeh Froughirad Reza Bakhoda Eshtivani Hamed Khajavi Amir Rastgoo 70 0 0 18 Dec 2024
Unsupervised Network for Single Image Raindrop Removal Huijiao Wang Shenghao Zhao Lei Yu Xulei Yang 74 0 0 04 Dec 2024
Lambda-Skip Connections: the architectural component that prevents Rank Collapse Federico Arangath Joseph Jerome Sieber M. Zeilinger Carmen Amo Alonso 33 0 0 14 Oct 2024
Nighttime Thermal Infrared Image Colorization with Feedback-based Object Appearance Learning Fuya Luo Shu Liu Yijun Cao Kai-Fu Yang Chang-Yong Xie Yong Liu Yongjie Li 32 3 0 24 Oct 2023
RCMHA: Relative Convolutional Multi-Head Attention for Natural Language Modelling Herman Sugiharto Aradea H. Mubarok 14 0 0 07 Aug 2023
Attention Mechanism in Neural Networks: Where it Comes and Where it Goes Derya Soydaner 3DV 44 149 0 27 Apr 2022
Neural Attention Models in Deep Learning: Survey and Taxonomy Alana de Santana Correia Esther Colombini MLAU 15 17 0 11 Dec 2021
SalFBNet: Learning Pseudo-Saliency Distribution via Feedback Convolutional Networks Guanqun Ding Nevrez Imamoglu Ali Caglayan M. Murakawa Ryosuke Nakamura 31 24 0 07 Dec 2021
Recurrent Attention Models with Object-centric Capsule Representation for Multi-object Recognition Hossein Adeli Seoyoung Ahn G. Zelinsky OCL 23 3 0 11 Oct 2021
Visual Sensation and Perception Computational Models for Deep Learning: State of the art, Challenges and Prospects Bing Wei Yudi Zhao K. Hao Lei Gao 38 5 0 08 Sep 2021
Understanding the computational demands underlying visual reasoning Mohit Vaishnav Rémi Cadène A. Alamia Drew Linsley Rufin VanRullen Thomas Serre GNN CoGe 40 16 0 08 Aug 2021
Understanding top-down attention using task-oriented ablation design Freddie Bickford-Smith Brett D. Roads Xiaoliang Luo Bradley C. Love 46 1 0 08 Jun 2021
Object Based Attention Through Internal Gating Jordan Lei Ari S. Benjamin Konrad Paul Kording OCL 19 4 0 08 Jun 2021
Attention, please! A survey of Neural Attention Models in Deep Learning Alana de Santana Correia Esther Luna Colombini HAI 23 175 0 31 Mar 2021
Improving Automated Visual Fault Detection by Combining a Biologically Plausible Model of Visual Attention with Deep Learning Frederik Beuth Tobias Schlosser Michael Friedrich Danny Kowerko 9 12 0 13 Feb 2021
Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations I. Sledge José C. Príncipe 30 1 0 18 Jan 2021
Neuroevolution of Self-Interpretable Agents Yujin Tang Duong Nguyen David R Ha 21 111 0 18 Mar 2020
Feedback Graph Convolutional Network for Skeleton-based Action Recognition Hao Yang D. Yan Ling Zhang Dong Li Yunda Sun Shaodi You Stephen J. Maybank 49 104 0 17 Mar 2020
The Costs and Benefits of Goal-Directed Attention in Deep Convolutional Neural Networks Xiaoliang Luo Brett D. Roads Bradley C. Love 31 18 0 06 Feb 2020
Inspect Transfer Learning Architecture with Dilated Convolution Syeda Noor Jaha Azim Md. Aminur Rab Ratul 16 0 0 20 Nov 2019
Attention Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound Images Aleksandar Vakanski Min Xian Phoebe E. Freer 27 142 0 20 Oct 2019
PDANet: Polarity-consistent Deep Attention Network for Fine-grained Visual Emotion Regression Sicheng Zhao Zizhou Jia Hui Chen Leida Li Guiguang Ding Kurt Keutzer 33 62 0 11 Sep 2019
Routing Networks and the Challenges of Modular and Compositional Computation Clemens Rosenbaum Ignacio Cases Matthew D Riemer Tim Klinger 37 78 0 29 Apr 2019
Ray Interference: a Source of Plateaus in Deep Reinforcement Learning Tom Schaul Diana Borsa Joseph Modayil Razvan Pascanu 16 63 0 25 Apr 2019
Inner-Imaging Networks: Put Lenses into Convolutional Structure Yang Hu Guihua Wen Mingnan Luo Dan Dai Wenming Cao Zhiwen Yu Wendy Hall 17 2 0 22 Apr 2019
Pixel-aware Deep Function-mixture Network for Spectral Super-Resolution Lei Zhang Zhiqiang Lang Peng Wang Wei Wei Tianran Ouyang Ling Shao Yanning Zhang SupR 6 78 0 24 Mar 2019
Feedback Network for Image Super-Resolution Zerui Li Jinglei Yang Zheng Liu Xiaomin Yang Gwanggil Jeon Wei Wu SupR 24 709 0 23 Mar 2019
Joint Spatial and Layer Attention for Convolutional Networks Tony Joseph Konstantinos G. Derpanis F. Qureshi 11 0 0 16 Jan 2019
You Look Twice: GaterNet for Dynamic Filter Selection in CNNs Zhourong Chen Yang Li Samy Bengio Si Si 22 97 0 27 Nov 2018
Non-iterative recomputation of dense layers for performance improvement of DCNN Yimin Yang Q. M. J. Wu Xiexing Feng Akilan Thangarajah 12 2 0 14 Sep 2018
Neural Network Encapsulation Hongyang Li Xiaoyang Guo Bo Dai Wanli Ouyang Xiaogang Wang 21 51 0 11 Aug 2018
Competitive Inner-Imaging Squeeze and Excitation for Residual Network Yang Hu Guihua Wen Mingnan Luo Dan Dai Jiajiong Ma Zhiwen Yu 37 46 0 24 Jul 2018
Top-Down Feedback for Crowd Counting Convolutional Neural Network Deepak Babu Sam R. Venkatesh Babu 17 144 0 24 Jul 2018
Discriminative Feature Learning with Foreground Attention for Person Re-Identification Sanping Zhou Jinjun Wang Deyu Meng Yudong Liang Yihong Gong N. Zheng CVBM 13 60 0 04 Jul 2018
ReConvNet: Video Object Segmentation with Spatio-Temporal Features Modulation Francesco Lattari Marco Ciccone Matteo Matteucci Jonathan Masci Francesco Visin VOS 28 0 0 14 Jun 2018
Massively Parallel Video Networks João Carreira Viorica Patraucean L. Mazaré Andrew Zisserman Simon Osindero 21 42 0 11 Jun 2018
Attention Incorporate Network: A network can adapt various data size Liangbo He Hao Sun AI4TS 11 0 0 06 Jun 2018
Targeted Kernel Networks: Faster Convolutions with Attentive Regularization Kashyap Chitta 19 2 0 01 Jun 2018
Learning what and where to attend Drew Linsley Dan Scheibler S. Eberhardt Thomas Serre 14 32 0 22 May 2018
Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition Kuan Han Haiguang Wen Yizhen Zhang Di Fu Eugenio Culurciello Zhongming Liu 22 70 0 19 May 2018
Convolutional Neural Networks with Alternately Updated Clique Yibo Yang Zhisheng Zhong Tiancheng Shen Zhouchen Lin 13 128 0 28 Feb 2018
Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou Ehsan Adeli 50 45 0 17 Feb 2018
Deep Predictive Coding Network for Object Recognition Haiguang Wen Kuan Han Junxing Shi Yizhen Zhang Eugenio Culurciello Zhongming Liu 8 83 0 13 Feb 2018
Granger-causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks Patrick Schwab Djordje Miladinovic W. Karlen CML 13 56 0 06 Feb 2018
Hierarchical Spatial Transformer Network Chang Shu Xi Chen Qiwei Xie Hua Han 11 5 0 29 Jan 2018
Improved Inception-Residual Convolutional Neural Network for Object Recognition Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha V. Asari 46 116 0 28 Dec 2017
CNNs are Globally Optimal Given Multi-Layer Support Chen Huang Chen Kong Simon Lucey ODL 36 0 0 07 Dec 2017
Learning to detect chest radiographs containing lung nodules using visual attention networks E. Pesce P. Ypsilantis S. Withey R. Bakewell Vicky Goh Giovanni Montana 18 105 0 04 Dec 2017
Routing Networks: Adaptive Selection of Non-linear Functions for Multi-Task Learning Clemens Rosenbaum Tim Klinger Matthew D Riemer 29 240 0 03 Nov 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 51 26,038 0 05 Sep 2017