Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning

23 February 2016

Sergey Ioffe

Papers citing "Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning"

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Title
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 26 24 0 16 Aug 2019
Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks Zhaoyang Zhang Jingyu Li Wenqi Shao Zhanglin Peng Ruimao Zhang Xiaogang Wang Ping Luo 22 37 0 16 Aug 2019
Discretely-constrained deep network for weakly supervised segmentation Jizong Peng H. Kervadec Jose Dolz Ismail Ben Ayed M. Pedersoli Christian Desrosiers 12 31 0 15 Aug 2019
Recognition of Ischaemia and Infection in Diabetic Foot Ulcers: Dataset and Techniques Manu Goyal N. Reeves S. Rajbhandari Naseer Ahmad Chuan Wang Moi Hoon Yap 16 151 0 14 Aug 2019
Few-Shot Learning with Global Class Representations Tiange Luo Aoxue Li Tao Xiang Weiran Huang Liwei Wang 18 114 0 14 Aug 2019
Harmonized Multimodal Learning with Gaussian Process Latent Variable Models Guoli Song Shuhui Wang Qingming Huang Q. Tian 8 22 0 14 Aug 2019
Efficiency and Scalability of Multi-Lane Capsule Networks (MLCN) V. M. Rosário M. Breternitz E. Borin 11 7 0 11 Aug 2019
ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks Xiaohan Ding Yuchen Guo Guiguang Ding J. Han 31 661 0 11 Aug 2019
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Orest Kupyn T. Martyniuk Junru Wu Zhangyang Wang 3DV 28 875 0 10 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo Guosheng Lin VLM ObjD 32 799 0 10 Aug 2019
ExtremeC3Net: Extreme Lightweight Portrait Segmentation Networks using Advanced C3-modules Hyojin Park Lars Lowe Sjösund Y. Yoo Jihwan Bang Nojun Kwak SSeg 23 25 0 08 Aug 2019
Spatio-Temporal Representation with Deep Neural Recurrent Network in MIMO CSI Feedback Xiangyi Li Huaming Wu 15 55 0 04 Aug 2019
CRNet: Image Super-Resolution Using A Convolutional Sparse Coding Inspired Network Menglei Zhang Zhou Liu Lei Yu SupR 19 3 0 03 Aug 2019
ABD-Net: Attentive but Diverse Person Re-Identification Tianlong Chen Shaojin Ding Jingyi Xie Ye Yuan Wuyang Chen Yang Yang Zhou Ren Zhangyang Wang 27 479 0 03 Aug 2019
Demon in the Variant: Statistical Analysis of DNNs for Robust Backdoor Contamination Detection Di Tang Xiaofeng Wang Haixu Tang Kehuan Zhang AAML 16 195 0 02 Aug 2019
LoadCNN: A Low Training Cost Deep Learning Model for Day-Ahead Individual Residential Load Forecasting Yunyou Huang Nana Wang Wanling Gao Xiaoxuan Guo Cheng Huang Tianshu Hao Jianfeng Zhan 11 5 0 01 Aug 2019
Tuning Algorithms and Generators for Efficient Edge Inference R. Naous Lazar Supic Yoonhwan Kang Ranko Seradejovic Anish Singhani Vladimir M. Stojanović 4 2 0 31 Jul 2019
Landmark Detection in Low Resolution Faces with Semi-Supervised Learning Amit Kumar Rama Chellappa CVBM 18 4 0 30 Jul 2019
GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations Martin Engelcke Adam R. Kosiorek Oiwi Parker Jones Ingmar Posner OCL 20 304 0 30 Jul 2019
2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopy Lars Schmarje Claudius Zelenka U. Geisen C. Glüer Reinhard Koch 3DH 14 19 0 30 Jul 2019
Forced Spatial Attention for Driver Foot Activity Classification Akshay Rangesh Mohan M. Trivedi 11 7 0 27 Jul 2019
A Workload and Programming Ease Driven Perspective of Processing-in-Memory Saugata Ghose Amirali Boroumand Jeremie S. Kim Juan Gómez Luna O. Mutlu 22 10 0 26 Jul 2019
DABNet: Depth-wise Asymmetric Bottleneck for Real-time Semantic Segmentation Gen Li Inyong Yun Jong-Han Kim Joongkyu Kim 16 200 0 26 Jul 2019
Investigating Correlations of Inter-coder Agreement and Machine Annotation Performance for Historical Video Data Kader Pustu-Iren M. Mühling Nikolaus Korfhage J. Bars Sabrina Bernhöft Angelika Hörth Bernd Freisleben Ralph Ewerth 13 5 0 24 Jul 2019
Adaptive Regularization via Residual Smoothing in Deep Learning Optimization Jung-Kyun Cho Junseok Kwon Byung-Woo Hong 31 1 0 23 Jul 2019
Enhancing the Discriminative Feature Learning for Visible-Thermal Cross-Modality Person Re-Identification Haijun Liu Jian Cheng 24 105 0 23 Jul 2019
Highlight Every Step: Knowledge Distillation via Collaborative Teaching Haoran Zhao Xin Sun Junyu Dong Changrui Chen Zihe Dong 19 57 0 23 Jul 2019
MixConv: Mixed Depthwise Convolutional Kernels Mingxing Tan Quoc V. Le 27 375 0 22 Jul 2019
Automatic detection of rare pathologies in fundus photographs using few-shot learning G. Quellec M. Lamard Pierre-Henri Conze P. Massin B. Cochener 20 76 0 22 Jul 2019
Satellite-Net: Automatic Extraction of Land Cover Indicators from Satellite Imagery by Deep Learning Eleonora Bernasconi Francesco Pugliese Diego Zardetto M. Scannapieco 13 2 0 22 Jul 2019
Domain-Specific Priors and Meta Learning for Few-Shot First-Person Action Recognition Huseyin Coskun Zeeshan Zia Bugra Tekin Federica Bogo Nassir Navab Federico Tombari H. Sawhney 20 27 0 22 Jul 2019
Watch It Twice: Video Captioning with a Refocused Video Encoder Xiangxi Shi Jianfei Cai Chenyu You Jiuxiang Gu 19 29 0 21 Jul 2019
Understanding Video Content: Efficient Hero Detection and Recognition for the Game "Honor of Kings" Wentao Yao Zixun Sun Xiao Chen 14 3 0 18 Jul 2019
OmniNet: A unified architecture for multi-modal multi-task learning Subhojeet Pramanik Priyanka Agrawal A. Hussain 27 41 0 17 Jul 2019
Lung Nodules Detection and Segmentation Using 3D Mask-RCNN E. Kopelowitz G. Engelhard 3DPC 24 48 0 17 Jul 2019
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera H. Pham H. Salmane L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 21 46 0 16 Jul 2019
Modern CNNs for IoT Based Farms P. Gikunda 25 5 0 15 Jul 2019
Integrating the Data Augmentation Scheme with Various Classifiers for Acoustic Scene Modeling Hangting Chen Zuozhen Liu Zongming Liu Pengyuan Zhang Yonghong Yan 11 73 0 15 Jul 2019
Perceptually Motivated Method for Image Inpainting Comparison Ivan Molodetskikh Mikhail Erofeev D. Vatolin 24 9 0 14 Jul 2019
Measuring the Transferability of Adversarial Examples D. Petrov Timothy M. Hospedales SILM AAML 20 23 0 14 Jul 2019
Multifaceted Analysis of Fine-Tuning in Deep Model for Visual Recognition Xiangyang Li Luis Herranz Shuqiang Jiang 15 2 0 11 Jul 2019
Semi-supervised Feature-Level Attribute Manipulation for Fashion Image Retrieval Minchul Shin Sanghyuk Park Taeksoo Kim 26 13 0 11 Jul 2019
IRNet: A General Purpose Deep Residual Regression Framework for Materials Discovery Dipendra Jha Logan T. Ward Zijiang Yang C. Wolverton Ian Foster W. Liao A. Choudhary Ankit Agrawal PINN 16 44 0 07 Jul 2019
DeepMRSeg: A convolutional deep neural network for anatomy and abnormality segmentation on MR images J. Doshi G. Erus Mohamad Habes Christos Davatzikos MedIm 30 27 0 03 Jul 2019
Symmetry Detection and Classification in Drawings of Graphs F. D. Luca Md. Iqbal Hossain Stephen Kobourov 11 8 0 01 Jul 2019
XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Mohamed A. Elgharib Pascal Fua Hans-Peter Seidel Helge Rhodin Gerard Pons-Moll Christian Theobalt 3DH 18 168 0 01 Jul 2019
Towards fully automated post-event data collection and analysis: pre-event and post-event information fusion A. Lenjani S. Dyke Ilias Bilionis C. Yeum Kenzo Kamiya Jongseong Choi Xiaoyu Liu A. Chowdhury 11 24 0 30 Jun 2019
Integration of adversarial autoencoders with residual dense convolutional networks for estimation of non-Gaussian hydraulic conductivities S. Mo N. Zabaras Xiaoqing Shi Jichun Wu 8 43 0 26 Jun 2019
Improving performance of deep learning models with axiomatic attribution priors and expected gradients G. Erion Joseph D. Janizek Pascal Sturmfels Scott M. Lundberg Su-In Lee OOD BDL FAtt 21 80 0 25 Jun 2019
New pointwise convolution in Deep Neural Networks through Extremely Fast and Non Parametric Transforms Joonhyun Jeong Sung-Ho Bae 37 1 0 25 Jun 2019