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
Robust Training with Ensemble Consensus Jisoo Lee Sae-Young Chung NoLa 22 28 0 22 Oct 2019
Building Efficient CNNs Using Depthwise Convolutional Eigen-Filters (DeCEF) Yinan Yu Samuel Scheidegger T. McKelvey 13 2 0 21 Oct 2019
SANet:Superpixel Attention Network for Skin Lesion Attributes Detection Xinzi He Baiying Lei Tianfu Wang 11 2 0 20 Oct 2019
Improving the convergence of SGD through adaptive batch sizes Scott Sievert Zachary B. Charles ODL 17 8 0 18 Oct 2019
ODE guided Neural Data Augmentation Techniques for Time Series Data and its Benefits on Robustness A. Sarkar A. Raj Raghu Sesha Iyengar AAML AI4TS 26 0 0 15 Oct 2019
AI Benchmark: All About Deep Learning on Smartphones in 2019 Andrey D. Ignatov Radu Timofte Andrei Kulik Seungsoo Yang Ke Wang Felix Baum Max Wu Lirong Xu Luc Van Gool ELM 21 218 0 15 Oct 2019
Training CNNs faster with Dynamic Input and Kernel Downsampling Zissis Poulos A. Nouri Andreas Moshovos 14 0 0 15 Oct 2019
Exploring Overall Contextual Information for Image Captioning in Human-Like Cognitive Style Hongwei Ge Zehang Yan Kai Zhang Mingde Zhao Liang Sun 30 24 0 15 Oct 2019
Building Information Modeling and Classification by Visual Learning At A City Scale Qian Yu Chaofeng Wang Barbaros Cetiner Stella X. Yu Frank Mckenna E. Taciroğlu K. Law AI4CE 8 20 0 14 Oct 2019
KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment Vlad Hosu Hanhe Lin T. Szirányi Dietmar Saupe 16 552 0 14 Oct 2019
Stripe-based and Attribute-aware Network: A Two-Branch Deep Model for Vehicle Re-identification Jingjing Qian Wei Jiang Hao Luo Hongyan Yu 13 103 0 12 Oct 2019
Orchestrating the Development Lifecycle of Machine Learning-Based IoT Applications: A Taxonomy and Survey Bin Qian Jie Su Z. Wen D. N. Jha Yinhao Li ... Albert Y. Zomaya Omer F. Rana Lizhe Wang Maciej Koutny R. Ranjan 25 4 0 11 Oct 2019
Capsule and convolutional neural network-based SAR ship classification in Sentinel-1 data Leonardo De Laurentiis Andrea Pomente Fabio Del Frate G. Schiavon 6 12 0 11 Oct 2019
CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning Rohit Girdhar Deva Ramanan 19 176 0 10 Oct 2019
Deep localization of protein structures in fluorescence microscopy images Muhammad Tahir Saeed Anwar Ajmal Mian A. W. Muzaffar 9 5 0 09 Oct 2019
Who's responsible? Jointly quantifying the contribution of the learning algorithm and training data G. Yona Amirata Ghorbani James Zou TDI 21 12 0 09 Oct 2019
PipeMare: Asynchronous Pipeline Parallel DNN Training Bowen Yang Jian Zhang Jonathan Li Christopher Ré Christopher R. Aberger Christopher De Sa 11 110 0 09 Oct 2019
Dissecting Deep Neural Networks Haakon Robinson Adil Rasheed Omer San 18 11 0 09 Oct 2019
Multi-Source Domain Adaptation and Semi-Supervised Domain Adaptation with Focus on Visual Domain Adaptation Challenge 2019 Yingwei Pan Yehao Li Qi Cai Yang Chen Ting Yao 12 5 0 08 Oct 2019
Observer Dependent Lossy Image Compression Maurice Weber Cédric Renggli H. Grabner Ce Zhang 18 7 0 08 Oct 2019
Graph-based Spatial-temporal Feature Learning for Neuromorphic Vision Sensing Yin Bi Aaron Chadha Alhabib Abbas Eirina Bourtsoulatze Y. Andreopoulos 25 26 0 08 Oct 2019
DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images Haris Cheong S. Devalla T. Pham Zhang Liang T. A. Tun ... L. Schmetterer Tin Aung C. Boote Alexandre Hoang Thiery M. Girard 26 31 0 07 Oct 2019
Semantic Preserving Generative Adversarial Models Shahar Harel Meir Maor A. Ronen GAN 35 0 0 07 Oct 2019
Content-Based Features to Rank Influential Hidden Services of the Tor Darknet Mhd Wesam Al Nabki Eduardo FIDALGO Enrique Alegre Deisy Chaves 18 2 0 05 Oct 2019
A Deep Learning System That Generates Quantitative CT Reports for Diagnosing Pulmonary Tuberculosis Wei Wu Xukun Li Peng Du Guan-jing Lang Min Xu Kaijin Xu Lanjuan Li MedIm 11 56 0 05 Oct 2019
Yet another but more efficient black-box adversarial attack: tiling and evolution strategies Laurent Meunier Cen Chen Li Wang MLAU AAML 17 40 0 05 Oct 2019
SNDCNN: Self-normalizing deep CNNs with scaled exponential linear units for speech recognition Atanas G. Atanasov Tim Ng Leo Liu Henry Mason Xiaodan Zhuang Daben Liu 13 40 0 04 Oct 2019
Neural networks on microcontrollers: saving memory at inference via operator reordering Edgar Liberis Nicholas D. Lane 11 46 0 02 Oct 2019
A Pre-defined Sparse Kernel Based Convolution for Deep CNNs Souvik Kundu Saurav Prakash H. Akrami P. Beerel K. Chugg 36 12 0 02 Oct 2019
Sensor Fusion: Gated Recurrent Fusion to Learn Driving Behavior from Temporal Multimodal Data Athma Narayanan Avinash Siravuru Behzad Dariush 14 6 0 01 Oct 2019
A Mobile Manipulation System for One-Shot Teaching of Complex Tasks in Homes M. Bajracharya James Borders D. Helmick Thomas Kollar Michael Laskey ... A. Ochiai Josh Petersen K. Shankar Kevin Stone Yutaka Takaoka 25 30 0 30 Sep 2019
XNOR-Net++: Improved Binary Neural Networks Adrian Bulat Georgios Tzimiropoulos MQ 39 200 0 30 Sep 2019
Neural network augmented wave-equation simulation Ali Siahkoohi M. Louboutin Felix J. Herrmann 11 15 0 27 Sep 2019
Learned Point Cloud Geometry Compression Jianqiang Wang Hao Zhu Zhan Ma Tong Chen Haojie Liu Qiu Shen 3DPC 11 143 0 26 Sep 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 88 6,375 0 26 Sep 2019
Deep Model Transferability from Attribution Maps Mingli Song Yixin Chen Xinchao Wang Chengchao Shen Xiuming Zhang 27 54 0 26 Sep 2019
Convolutional Neural Networks with Dynamic Regularization Yi Wang Zhen-Peng Bian Junhui Hou Lap-Pui Chau 21 21 0 26 Sep 2019
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace D. Kollias S. Zafeiriou CVBM 22 343 0 25 Sep 2019
Gated Channel Transformation for Visual Recognition Zongxin Yang Linchao Zhu Yu Wu Yezhou Yang ViT 22 203 0 25 Sep 2019
The Good, the Bad and the Ugly: Evaluating Convolutional Neural Networks for Prohibited Item Detection Using Real and Synthetically Composited X-ray Imagery Neelanjan Bhowmik Qian Wang Yona Falinie A. Gaus Marcin Szarek T. Breckon 27 33 0 25 Sep 2019
FALCON: Lightweight and Accurate Convolution Jun-Gi Jang Chun Quan Hyun Dong Lee U. Kang 6 1 0 25 Sep 2019
Unsupervised Deep Features for Privacy Image Classification C. Sitaula Yong Xiang Sunil Aryal Xuequan Lu 24 15 0 24 Sep 2019
Structured Binary Neural Networks for Image Recognition Bohan Zhuang Chunhua Shen Mingkui Tan Peng Chen Lingqiao Liu Ian Reid MQ 22 17 0 22 Sep 2019
Learning a Fixed-Length Fingerprint Representation Joshua J. Engelsma Kai Cao Anil K. Jain 23 94 0 21 Sep 2019
A Transfer Learning Approach for Automated Segmentation of Prostate Whole Gland and Transition Zone in Diffusion Weighted MRI Saman Motamed Isha Gujrathi D. Deniffel Anton Oentoro M. Haider Farzad Khalvati MedIm 11 9 0 20 Sep 2019
Genetic Neural Architecture Search for automatic assessment of human sperm images Erfan Miahi Seyed Abolghasem Mirroshandel Alexis Nasr 19 29 0 20 Sep 2019
A Simple yet Effective Baseline for Robust Deep Learning with Noisy Labels Yucen Luo Jun Zhu Tomas Pfister NoLa 15 6 0 20 Sep 2019
Characterizing Sources of Uncertainty to Proxy Calibration and Disambiguate Annotator and Data Bias Asma Ghandeharioun B. Eoff Brendan Jou Rosalind W. Picard UD UQCV 17 14 0 20 Sep 2019
Towards Multimodal Understanding of Passenger-Vehicle Interactions in Autonomous Vehicles: Intent/Slot Recognition Utilizing Audio-Visual Data Eda Okur Shachi H. Kumar Saurav Sahay L. Nachman 15 3 0 20 Sep 2019
Propagated Perturbation of Adversarial Attack for well-known CNNs: Empirical Study and its Explanation Jihyeun Yoon Kyungyul Kim Jongseong Jang AAML 9 4 0 19 Sep 2019