Aggregated Residual Transformations for Deep Neural Networks

16 November 2016

Piotr Dollár

Papers citing "Aggregated Residual Transformations for Deep Neural Networks"

50 / 1,611 papers shown

Title
4-Connected Shift Residual Networks Andrew Brown Pascal Mettes M. Worring 3DPC 31 8 0 22 Oct 2019
Decoupling Representation and Classifier for Long-Tailed Recognition Bingyi Kang Saining Xie Marcus Rohrbach Zhicheng Yan Albert Gordo Jiashi Feng Yannis Kalantidis OODD 94 1,190 0 21 Oct 2019
SpatialFlow: Bridging All Tasks for Panoptic Segmentation Qiang Chen Anda Cheng Xiangyu He Peisong Wang Jian Cheng 24 29 0 19 Oct 2019
MUTE: Data-Similarity Driven Multi-hot Target Encoding for Neural Network Design Mayoore S. Jaiswal Bumboo Kang Jinho Lee Minsik Cho 21 2 0 15 Oct 2019
Learning Generalisable Omni-Scale Representations for Person Re-Identification Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang 30 217 0 15 Oct 2019
EDEN: Enabling Energy-Efficient, High-Performance Deep Neural Network Inference Using Approximate DRAM Skanda Koppula Lois Orosa A. G. Yaglikçi Roknoddin Azizi Taha Shahroodi Konstantinos Kanellopoulos O. Mutlu 27 105 0 12 Oct 2019
VarGFaceNet: An Efficient Variable Group Convolutional Neural Network for Lightweight Face Recognition Mengjia Yan Mengao Zhao Zining Xu Qian Zhang Guoli Wang Zhizhong Su CVBM 26 91 0 11 Oct 2019
Demon: Improved Neural Network Training with Momentum Decay John Chen Cameron R. Wolfe Zhaoqi Li Anastasios Kyrillidis ODL 24 15 0 11 Oct 2019
Panoptic-DeepLab Bowen Cheng Maxwell D. Collins Yukun Zhu Ting Liu Thomas S. Huang Hartwig Adam Liang-Chieh Chen 18 605 0 10 Oct 2019
Modulated Self-attention Convolutional Network for VQA Jean-Benoit Delbrouck Antoine Maiorca Nathan Hubens Stéphane Dupont 23 1 0 08 Oct 2019
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks Qilong Wang Banggu Wu Peng Fei Zhu P. Li W. Zuo Q. Hu 70 3,900 0 08 Oct 2019
Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation Hang Gao Xizhou Zhu Steve Lin Jifeng Dai 21 64 0 07 Oct 2019
3D Scene Graph: A Structure for Unified Semantics, 3D Space, and Camera Iro Armeni Zhi-Yang He JunYoung Gwak Amir Zamir Martin Fischer Jitendra Malik Silvio Savarese 3DV 3DPC 48 338 0 06 Oct 2019
SELF: Learning to Filter Noisy Labels with Self-Ensembling Philipp Kratzer Marc Toussaint Thi Phuong Nhung Ngo T. Nguyen Jim Mainprice Thomas Brox NoLa 42 310 0 04 Oct 2019
A Pre-defined Sparse Kernel Based Convolution for Deep CNNs Souvik Kundu Saurav Prakash H. Akrami Peter A. Beerel K. Chugg 36 12 0 02 Oct 2019
XNOR-Net++: Improved Binary Neural Networks Adrian Bulat Georgios Tzimiropoulos MQ 39 200 0 30 Sep 2019
PolarMask: Single Shot Instance Segmentation with Polar Representation Enze Xie Pei Sun Xiaoge Song Wenhai Wang Ding Liang Chunhua Shen Ping Luo ISeg 24 536 0 29 Sep 2019
Grouped Spatial-Temporal Aggregation for Efficient Action Recognition Chenxu Luo Alan Yuille 130 150 0 28 Sep 2019
Feature Fusion Detector for Semantic Cognition of Remote Sensing Wenmeng Zhou Yiying Li ObjD 21 2 0 28 Sep 2019
Urban Sound Tagging using Convolutional Neural Networks Sainath Adapa 14 38 0 27 Sep 2019
Hidden Stratification Causes Clinically Meaningful Failures in Machine Learning for Medical Imaging Luke Oakden-Rayner Jared A. Dunnmon G. Carneiro Christopher Ré OOD 38 373 0 27 Sep 2019
FoodAI: Food Image Recognition via Deep Learning for Smart Food Logging Doyen Sahoo Hao Wang Shu Ke Xiongwei Wu Hung Le Palakorn Achananuparp Ee-Peng Lim Guosheng Lin 21 86 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
Revisiting Knowledge Distillation via Label Smoothing Regularization Li-xin Yuan Francis E. H. Tay Guilin Li Tao Wang Jiashi Feng 25 90 0 25 Sep 2019
Gated Channel Transformation for Visual Recognition Zongxin Yang Linchao Zhu Yu Wu Yezhou Yang ViT 22 204 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 30 33 0 25 Sep 2019
Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason J. Corso Jianfeng Gao MLLM VLM 255 928 0 24 Sep 2019
FEED: Feature-level Ensemble for Knowledge Distillation Seonguk Park Nojun Kwak FedML 31 41 0 24 Sep 2019
Go Wider: An Efficient Neural Network for Point Cloud Analysis via Group Convolutions Can Chen L. Z. Fragonara Antonios Tsourdos 3DPC 21 8 0 23 Sep 2019
Structured Binary Neural Networks for Image Recognition Bohan Zhuang Chunhua Shen Mingkui Tan Peng Chen Lingqiao Liu Ian Reid MQ 24 17 0 22 Sep 2019
Class Feature Pyramids for Video Explanation Alexandros Stergiou G. Kapidis Grigorios Kalliatakis C. Chrysoulas R. Poppe R. Veltkamp FAtt 33 18 0 18 Sep 2019
Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks Zhonghui You Kun Yan Jinmian Ye Meng Ma Ping Wang 3DPC 16 246 0 18 Sep 2019
AdaptIS: Adaptive Instance Selection Network Konstantin Sofiiuk O. Barinova Anton Konushin SSeg 41 170 0 17 Sep 2019
ICDAR 2019 Competition on Large-scale Street View Text with Partial Labeling -- RRC-LSVT Yipeng Sun Zihan Ni Chee-Kheng Chng Yuliang Liu Canjie Luo ... Errui Ding Jingtuo Liu Dimosthenis Karatzas Chee Seng Chan Lianwen Jin 3DV 44 154 0 17 Sep 2019
Task-Aware Monocular Depth Estimation for 3D Object Detection Xinlong Wang Wei Yin Tao Kong Yuning Jiang Lei Li Chunhua Shen MDE 24 59 0 17 Sep 2019
Sem-LSD: A Learning-based Semantic Line Segment Detector Yi Sun Xushen Han Kai-Lung Sun Boren Li Yongjiang Chen Mingyang Li 27 5 0 14 Sep 2019
Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs J. Kubilius Martin Schrimpf Kohitij Kar Ha Hong N. Majaj ... Kailyn Schmidt Aran Nayebi Daniel M. Bear Daniel L. K. Yamins J. DiCarlo 35 257 0 13 Sep 2019
DL2: A Deep Learning-driven Scheduler for Deep Learning Clusters Size Zheng Yixin Bao Yangrui Chen Chuan Wu Chen Meng Wei Lin 21 79 0 13 Sep 2019
Deep Elastic Networks with Model Selection for Multi-Task Learning Chanho Ahn Eunwoo Kim Songhwai Oh 49 49 0 11 Sep 2019
VACL: Variance-Aware Cross-Layer Regularization for Pruning Deep Residual Networks Shuang Gao Xin Liu Lung-Sheng Chien William Zhang J. Álvarez VLM 3DPC 24 15 0 10 Sep 2019
Knowledge Transfer Graph for Deep Collaborative Learning Soma Minami Tsubasa Hirakawa Takayoshi Yamashita H. Fujiyoshi 30 9 0 10 Sep 2019
Exploring Temporal Differences in 3D Convolutional Neural Networks Gagan Kanojia Sudhakar Kumawat Shanmuganathan Raman 3DPC AI4TS 21 3 0 07 Sep 2019
Linear Context Transform Block D. Ruan Jun Wen Nenggan Zheng Min Zheng ViT 19 22 0 06 Sep 2019
Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection Junran Peng Ming Sun Zhaoxiang Zhang Tieniu Tan Junjie Yan ViT 35 56 0 05 Sep 2019
A Semantics-Assisted Video Captioning Model Trained with Scheduled Sampling Haoran Chen Ke Lin A. Maye Jianmin Li Xiaoling Hu 25 47 0 31 Aug 2019
Relation Distillation Networks for Video Object Detection Jiajun Deng Yingwei Pan Ting Yao Wen-gang Zhou Houqiang Li Tao Mei ObjD 108 191 0 26 Aug 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 195 3,541 0 20 Aug 2019
A Kings Ransom for Encryption: Ransomware Classification using Augmented One-Shot Learning and Bayesian Approximation Amir Atapour-Abarghouei Stephen Bonner A. Mcgough 29 7 0 19 Aug 2019
SCARLET-NAS: Bridging the Gap between Stability and Scalability in Weight-sharing Neural Architecture Search Xiangxiang Chu Bo 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 24 37 0 16 Aug 2019