PolyNet: A Pursuit of Structural Diversity in Very Deep Networks

17 November 2016

Papers citing "PolyNet: A Pursuit of Structural Diversity in Very Deep Networks"

28 / 28 papers shown

Title
IM-BERT: Enhancing Robustness of BERT through the Implicit Euler Method Mihyeon Kim Juhyoung Park Youngbin Kim 29 0 0 11 May 2025
Certified Invertibility in Neural Networks via Mixed-Integer Programming Tianqi Cui Tom S. Bertalan George J. Pappas M. Morari Ioannis G. Kevrekidis Mahyar Fazlyab AAML 16 2 0 27 Jan 2023
Zero Stability Well Predicts Performance of Convolutional Neural Networks Liangming Chen Long Jin Mingsheng Shang MLT 19 8 0 27 Jun 2022
An Interpretable MRI Reconstruction Network with Two-grid-cycle Correction and Geometric Prior Distillation Xiaohong Fan Yin Yang Ke-long Chen Jianping Zhang Ke Dong MedIm 21 13 0 14 May 2022
Context-aware PolyUNet for Liver and Lesion Segmentation from Abdominal CT Images Liping Zhang S. Yu 11 3 0 21 Jun 2021
Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification Shuwei Shen Mengjuan Xu Fan Zhang Pengfei Shao Honghong Liu ... Chi Zhang Peng Liu Zhihong Zhang Peng Yao Ronald X. Xu 17 10 0 07 Jan 2021
Self-grouping Convolutional Neural Networks Qingbei Guo Xiaojun Wu J. Kittler Zhiquan Feng 17 22 0 29 Sep 2020
SemEval-2020 Task 8: Memotion Analysis -- The Visuo-Lingual Metaphor! Chhavi Sharma Deepesh Bhageria W. Scott Srinivas Pykl A. Das Tanmoy Chakraborty Viswanath Pulabaigari Björn Gambäck 7 166 0 09 Aug 2020
Measuring Robustness to Natural Distribution Shifts in Image Classification Rohan Taori Achal Dave Vaishaal Shankar Nicholas Carlini Benjamin Recht Ludwig Schmidt OOD 22 530 0 01 Jul 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Xiaojiang Chen Xin Wang AI4CE 29 653 0 01 Jun 2020
ResNeSt: Split-Attention Networks Hang Zhang Chongruo Wu Zhongyue Zhang Yi Zhu Haibin Lin ... Tong He Jonas W. Mueller R. Manmatha Mu Li Alex Smola 25 1,460 0 19 Apr 2020
Meta Pseudo Labels Hieu H. Pham Zihang Dai Qizhe Xie Minh-Thang Luong Quoc V. Le VLM 248 656 0 23 Mar 2020
Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models M. Farazi Salman H. Khan Nick Barnes 21 17 0 20 Jan 2020
Harmonic Convolutional Networks based on Discrete Cosine Transform Matej Ulicny V. Krylov Rozenn Dahyot 16 34 0 18 Jan 2020
Search to Distill: Pearls are Everywhere but not the Eyes Yu Liu Xuhui Jia Mingxing Tan Raviteja Vemulapalli Yukun Zhu Bradley Green Xiaogang Wang 17 67 0 20 Nov 2019
On Robustness of Neural Ordinary Differential Equations Hanshu Yan Jiawei Du Vincent Y. F. Tan Jiashi Feng OOD 19 138 0 12 Oct 2019
SCARLET-NAS: Bridging the Gap between Stability and Scalability in Weight-sharing Neural Architecture Search Xiangxiang Chu Bo-Wen Zhang Qingyuan Li Ruijun Xu Xudong Li 18 24 0 16 Aug 2019
A Review on Deep Learning in Medical Image Reconstruction Hai-Miao Zhang Bin Dong MedIm 21 122 0 23 Jun 2019
Neural Network Model Extraction Attacks in Edge Devices by Hearing Architectural Hints Xing Hu Ling Liang Lei Deng Shuangchen Li Xinfeng Xie Yu Ji Yufei Ding Chang Liu T. Sherwood Yuan Xie AAML MLAU 13 36 0 10 Mar 2019
Do ImageNet Classifiers Generalize to ImageNet? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD SSeg VLM 31 1,648 0 13 Feb 2019
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 27 2,414 0 06 Sep 2018
Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition Chun-Fu Chen Quanfu Fan Neil Rohit Mallinar Tom Sercu Rogerio Feris 15 96 0 10 Jul 2018
Exploring the Limits of Weakly Supervised Pretraining D. Mahajan Ross B. Girshick Vignesh Ramanathan Kaiming He Manohar Paluri Yixuan Li Ashwin R. Bharambe L. V. D. van der Maaten VLM 13 1,356 0 02 May 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 21 873 0 03 Mar 2018
AOGNets: Compositional Grammatical Architectures for Deep Learning Xilai Li Xi Song Tianfu Wu 29 25 0 15 Nov 2017
Deep Mixture of Diverse Experts for Large-Scale Visual Recognition Tianyi Zhao Jun-chen Yu Zhenzhong Kuang Wei Zhang Jianping Fan MoE 27 13 0 24 Jun 2017
Multilevel Context Representation for Improving Object Recognition Andreas Kölsch Muhammad Zeshan Afzal Marcus Liwicki 22 3 0 19 Mar 2017
Transforming Sensor Data to the Image Domain for Deep Learning - an Application to Footstep Detection Monit Shah Singh Vinaychandran Pondenkandath Bo Zhou P. Lukowicz Marcus Liwicki 11 75 0 04 Jan 2017