Title
MUXConv: Information Multiplexing in Convolutional Neural Networks Zhichao Lu Kalyanmoy Deb Vishnu Naresh Boddeti 14 44 0 31 Mar 2020
TResNet: High Performance GPU-Dedicated Architecture T. Ridnik Hussam Lawen Asaf Noy Emanuel Ben-Baruch Gilad Sharir Itamar Friedman OOD 20 211 0 30 Mar 2020
Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets D. Haase Manuel Amthor 17 132 0 30 Mar 2020
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search Xiyang Dai Dongdong Chen Mengchen Liu Yinpeng Chen Lu Yuan 16 20 0 27 Mar 2020
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation Xiong Zhang Hongmin Xu Hong Mo Jianchao Tan Cheng Yang Lei Wang Wenqi Ren AI4CE 25 91 0 26 Mar 2020
SPFCN: Select and Prune the Fully Convolutional Networks for Real-time Parking Slot Detection Zhuoping Yu Zhong Gao Hansheng Chen Yuyao Huang 17 16 0 25 Mar 2020
BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models Jiahui Yu Pengchong Jin Hanxiao Liu Gabriel Bender Pieter-Jan Kindermans Mingxing Tan Thomas Huang Xiaodan Song Ruoming Pang Quoc V. Le 21 301 0 24 Mar 2020
A Survey of Methods for Low-Power Deep Learning and Computer Vision Abhinav Goel Caleb Tung Yung-Hsiang Lu George K. Thiruvathukal VLM 10 92 0 24 Mar 2020
Dynamic ReLU Yinpeng Chen Xiyang Dai Mengchen Liu Dongdong Chen Lu Yuan Zicheng Liu 177 162 0 22 Mar 2020
Review of data analysis in vision inspection of power lines with an in-depth discussion of deep learning technology Xinyu Liu Xiren Miao Hao Jiang Jia Chen 25 11 0 22 Mar 2020
GAN Compression: Efficient Architectures for Interactive Conditional GANs Muyang Li Ji Lin Yaoyao Ding Zhijian Liu Jun-Yan Zhu Song Han GAN 15 2 0 19 Mar 2020
Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation Huiyu Wang Yukun Zhu Bradley Green Hartwig Adam Alan Yuille Liang-Chieh Chen 3DPC 22 656 0 17 Mar 2020
Highly Efficient Salient Object Detection with 100K Parameters Shanghua Gao Yong-qiang Tan Ming-Ming Cheng Chengze Lu Yunpeng Chen Shuicheng Yan 231 168 0 12 Mar 2020
PONAS: Progressive One-shot Neural Architecture Search for Very Efficient Deployment Sian-Yao Huang W. Chu 9 11 0 11 Mar 2020
Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild Haibo Jin Shengcai Liao Ling Shao CVBM 67 122 0 08 Mar 2020
Demographic Bias in Presentation Attack Detection of Iris Recognition Systems Meiling Fang Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 12 36 0 06 Mar 2020
Accelerator-aware Neural Network Design using AutoML Suyog Gupta Berkin Akin 17 65 0 05 Mar 2020
Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection Mao Ye Chengyue Gong Lizhen Nie Denny Zhou Adam R. Klivans Qiang Liu 35 108 0 03 Mar 2020
Anytime Inference with Distilled Hierarchical Neural Ensembles Adria Ruiz Jakob Verbeek UQCV BDL FedML 44 6 0 03 Mar 2020
A New Dataset, Poisson GAN and AquaNet for Underwater Object Grabbing Chongwei Liu Zhihui Wang Shijie Wang Tao Tang Yulong Tao Caifei Yang Haojie Li Xing Liu Xin-Yue Fan 14 48 0 03 Mar 2020
XSepConv: Extremely Separated Convolution Jiarong Chen Zongqing Lu Jing-Hao Xue Q. Liao MDE 14 9 0 27 Feb 2020
Searching for Winograd-aware Quantized Networks Javier Fernandez-Marques P. Whatmough Andrew Mundy Matthew Mattina MQ 9 40 0 25 Feb 2020
Robot Perception of Static and Dynamic Objects with an Autonomous Floor Scrubber Zhi Yan Simon Schreiberhuber G. Halmetschlager T. Duckett Markus Vincze Nicola Bellotto 16 30 0 24 Feb 2020
Knapsack Pruning with Inner Distillation Y. Aflalo Asaf Noy Ming Lin Itamar Friedman Lihi Zelnik-Manor 3DPC 15 34 0 19 Feb 2020
BABO: Background Activation Black-Out for Efficient Object Detection Byungseok Roh Hankyu Cho Myung-Ho Ju Soon Hyung Pyo ObjD 9 1 0 05 Feb 2020
Localizing Interpretable Multi-scale informative Patches Derived from Media Classification Task Chuanguang Yang Zhulin An Xiaolong Hu Hui Zhu Yongjun Xu 12 0 0 31 Jan 2020
Latency-Aware Differentiable Neural Architecture Search Yuhui Xu Lingxi Xie Xiaopeng Zhang Xin Chen Bowen Shi Qi Tian H. Xiong OOD 27 33 0 17 Jan 2020
Approximating Activation Functions Nicholas Gerard Timmons Andrew Rice 9 14 0 17 Jan 2020
MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy? Joseph Bethge Christian Bartz Haojin Yang Ying Chen Christoph Meinel MQ 25 91 0 16 Jan 2020
MixPath: A Unified Approach for One-shot Neural Architecture Search Xiangxiang Chu Shun Lu Xudong Li Bo-Wen Zhang 19 21 0 16 Jan 2020
Interpretation and Simplification of Deep Forest Sangwon Kim Mira Jeong ByoungChul Ko FAtt 11 8 0 14 Jan 2020
Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems Isabelle Leang Ganesh Sistu Fabian Burger Andrei Bursuc S. Yogamani 13 52 0 07 Jan 2020
FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network Hyeonseong Jeon Youngoh Bang Simon S. Woo 13 54 0 05 Jan 2020
EcoNAS: Finding Proxies for Economical Neural Architecture Search Dongzhan Zhou Xinchi Zhou Wenwei Zhang Chen Change Loy Shuai Yi Xuesen Zhang Wanli Ouyang 17 109 0 05 Jan 2020
Scalable NAS with Factorizable Architectural Parameters Lanfei Wang Lingxi Xie Tianyi Zhang Jun Guo Qi Tian 28 3 0 31 Dec 2019
BETANAS: BalancEd TrAining and selective drop for Neural Architecture Search Muyuan Fang Qiang-qiang Wang Zhaobai Zhong OOD 16 9 0 24 Dec 2019
Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild Xin Chen Lingxi Xie Jun Wu Qi Tian 11 93 0 23 Dec 2019
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images Irem Ülkü Erdem Akagündüz SSeg 29 189 0 21 Dec 2019
Taxonomy and Evaluation of Structured Compression of Convolutional Neural Networks Andrey Kuzmin Markus Nagel Saurabh Pitre Sandeep Pendyam Tijmen Blankevoort Max Welling 9 27 0 20 Dec 2019
AtomNAS: Fine-Grained End-to-End Neural Architecture Search Jieru Mei Yingwei Li Xiaochen Lian Xiaojie Jin Linjie Yang Alan Yuille Jianchao Yang 14 107 0 20 Dec 2019
UNAS: Differentiable Architecture Search Meets Reinforcement Learning Arash Vahdat Arun Mallya Ming-Yu Liu Jan Kautz 20 33 0 16 Dec 2019
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization Xianzhi Du Tsung-Yi Lin Pengchong Jin Golnaz Ghiasi Mingxing Tan Yin Cui Quoc V. Le Xiaodan Song 14 173 0 10 Dec 2019
Efficient Differentiable Neural Architecture Search with Meta Kernels Shoufa Chen Yunpeng Chen Shuicheng Yan Jiashi Feng 11 18 0 10 Dec 2019
Dynamic Convolution: Attention over Convolution Kernels Yinpeng Chen Xiyang Dai Mengchen Liu Dongdong Chen Lu Yuan Zicheng Liu 13 867 0 07 Dec 2019
MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices Bo Chen Golnaz Ghiasi Hanxiao Liu Tsung-Yi Lin Dmitry Kalenichenko Hartwig Adam Quoc V. Le ObjD 19 53 0 02 Dec 2019
Face Detection with Feature Pyramids and Landmarks Samuel W. F. Earp Pavit Noinongyao Justin A. Cairns Ankush Ganguly CVBM 19 14 0 02 Dec 2019
Blockwisely Supervised Neural Architecture Search with Knowledge Distillation Changlin Li Jiefeng Peng Liuchun Yuan Guangrun Wang Xiaodan Liang Liang Lin Xiaojun Chang 16 179 0 29 Nov 2019
Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search Xiangxiang Chu Tianbao Zhou Bo-Wen Zhang Jixiang Li 20 306 0 27 Nov 2019
CSPNet: A New Backbone that can Enhance Learning Capability of CNN Chien-Yao Wang H. Liao I-Hau Yeh Yueh-hua Wu Ping-Yang Chen J. Hsieh 27 3,047 0 27 Nov 2019
GhostNet: More Features from Cheap Operations Kai Han Yunhe Wang Qi Tian Jianyuan Guo Chunjing Xu Chang Xu 18 2,575 0 27 Nov 2019