Title
Bag of Tricks for Neural Architecture Search T. Elsken B. Staffler Arber Zela J. H. Metzen Frank Hutter 32 5 0 08 Jul 2021
A Light-weight Deep Human Activity Recognition Algorithm Using Multi-knowledge Distillation Runze Chen Haiyong Luo Fang Zhao Xuechun Meng Zhiqing Xie Yida Zhu VLM HAI 29 2 0 06 Jul 2021
Automated age-related macular degeneration area estimation -- first results Rokas Peciulis M. Lukoševičius A. Krisciukaitis R. Petrolis D. Buteikiene MedIm 14 1 0 05 Jul 2021
Tiled Squeeze-and-Excite: Channel Attention With Local Spatial Context Niv Vosco Alon Shenkler Mark Grobman 21 7 0 05 Jul 2021
NTIRE 2021 Multi-modal Aerial View Object Classification Challenge Jerrick Liu Nathan Inkawhich Oliver A. Nina Radu Timofte Sahil Jain ... Zihe Zheng Xu Yifei Lehan Yang Kele Xu Mingtao Feng 32 37 0 02 Jul 2021
Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard Rows Diego Aghi Simone Cerrato Vittorio Mazzia Marcello Chiaberge 36 29 0 01 Jul 2021
AutoFormer: Searching Transformers for Visual Recognition Minghao Chen Houwen Peng Jianlong Fu Haibin Ling ViT 58 260 0 01 Jul 2021
AdaXpert: Adapting Neural Architecture for Growing Data Shuaicheng Niu Jiaxiang Wu Guanghui Xu Yifan Zhang Yong Guo P. Zhao Peng Wang Mingkui Tan 50 14 0 01 Jul 2021
Constructing Stronger and Faster Baselines for Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 53 282 0 29 Jun 2021
Doing good by fighting fraud: Ethical anti-fraud systems for mobile payments Z. Din Hari Venugopalan Henry Lin Adam Wushensky Steven Liu Samuel T. King 19 6 0 28 Jun 2021
Real-Time Multi-View 3D Human Pose Estimation using Semantic Feedback to Smart Edge Sensors S. Bultmann Sven Behnke 3DH 24 30 0 28 Jun 2021
Exploring convolutional neural networks with transfer learning for diagnosing Lyme disease from skin lesion images Sk Imran Hossain Jocelyn de Goër de Herve Md Shahriar Hassan D. Martineau Evelina Petrosyan ... A. Raffetin P. Tattevin G. Vourc'h O. Lesens E. M. Nguifo 19 32 0 28 Jun 2021
FusionPainting: Multimodal Fusion with Adaptive Attention for 3D Object Detection Shaoqing Xu Dingfu Zhou Jin Fang Junbo Yin Bin Zhou Liangjun Zhang 3DPC 46 154 0 23 Jun 2021
Should You Go Deeper? Optimizing Convolutional Neural Network Architectures without Training by Receptive Field Analysis Mats L. Richter Julius Schöning Anna Wiedenroth U. Krumnack 19 15 0 23 Jun 2021
P2T: Pyramid Pooling Transformer for Scene Understanding Yu-Huan Wu Yun-Hai Liu Xin Zhan Mingg-Ming Cheng ViT 52 220 0 22 Jun 2021
Connection Sensitivity Matters for Training-free DARTS: From Architecture-Level Scoring to Operation-Level Sensitivity Analysis Miao Zhang Wei Huang Li Wang 36 1 0 22 Jun 2021
Encoder-Decoder Architectures for Clinically Relevant Coronary Artery Segmentation Joao Lourencco Silva M. Menezes T. Rodrigues B. Silva F. Pinto Arlindo L. Oliveira MedIm 33 17 0 21 Jun 2021
FP-Age: Leveraging Face Parsing Attention for Facial Age Estimation in the Wild Yiming Lin Jie Shen Yujiang Wang Maja Pantic CVBM 32 32 0 21 Jun 2021
ESAI: Efficient Split Artificial Intelligence via Early Exiting Using Neural Architecture Search Behnam Zeinali Di Zhuang Jerome Chang 27 6 0 21 Jun 2021
Active Learning for Deep Neural Networks on Edge Devices Yuya Senzaki Christian Hamelain 48 7 0 21 Jun 2021
ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction Chen-Yu Lee Chun-Liang Li Chu Wang Renshen Wang Yasuhisa Fujii Siyang Qin Ashok Popat Tomas Pfister 23 26 0 21 Jun 2021
CompConv: A Compact Convolution Module for Efficient Feature Learning Chen Zhang Yinghao Xu Yujun Shen VLM SSL 19 10 0 19 Jun 2021
Light Lies: Optical Adversarial Attack Kyulim Kim Jeong-Soo Kim Seung-Ri Song Jun-Ho Choi Chul-Min Joo Jong-Seok Lee AAML 27 5 0 18 Jun 2021
DeepLab2: A TensorFlow Library for Deep Labeling Mark Weber Huiyu Wang Siyuan Qiao Jun Xie Maxwell D. Collins ... Laura Leal-Taixe Alan Yuille Florian Schroff Hartwig Adam Liang-Chieh Chen VLM 42 48 0 17 Jun 2021
Layer Folding: Neural Network Depth Reduction using Activation Linearization Amir Ben Dror Niv Zehngut Avraham Raviv E. Artyomov Ran Vitek R. Jevnisek 39 20 0 17 Jun 2021
RHNAS: Realizable Hardware and Neural Architecture Search Yash Akhauri Adithya Niranjan J. P. Muñoz Suvadeep Banerjee A. Davare P. Cocchini A. Sorokin R. Iyer Nilesh Jain 29 3 0 17 Jun 2021
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better Gaurav Menghani VLM MedIm 28 367 0 16 Jun 2021
Redefining Neural Architecture Search of Heterogeneous Multi-Network Models by Characterizing Variation Operators and Model Components Unai Garciarena Roberto Santana A. Mendiburu 28 2 0 16 Jun 2021
HELP: Hardware-Adaptive Efficient Latency Prediction for NAS via Meta-Learning Hayeon Lee Sewoong Lee Song Chong Sung Ju Hwang 31 26 0 16 Jun 2021
Development of Quantized DNN Library for Exact Hardware Emulation M. Kiyama Motoki Amagasaki M. Iida MQ 21 0 0 15 Jun 2021
Generating Data Augmentation samples for Semantic Segmentation of Salt Bodies in a Synthetic Seismic Image Dataset Luis Felipe M.O. Henriques S. Colcher Ruy Luiz Milidiú A. Bulcão Pablo Barros 19 2 0 15 Jun 2021
ShortcutFusion: From Tensorflow to FPGA-based accelerator with reuse-aware memory allocation for shortcut data Duy-Thanh Nguyen Hyeonseung Je Tuan Nghia Nguyen Soojung Ryu Kyujoong Lee Hyuk-Jae Lee 24 26 0 15 Jun 2021
Reborn Mechanism: Rethinking the Negative Phase Information Flow in Convolutional Neural Network Zhicheng Cai Kaizhu Huang Chenglei Peng 19 0 0 13 Jun 2021
BoolNet: Minimizing The Energy Consumption of Binary Neural Networks Nianhui Guo Joseph Bethge Haojin Yang Kai Zhong Xuefei Ning Christoph Meinel Yu Wang MQ 29 11 0 13 Jun 2021
Zero-Cost Operation Scoring in Differentiable Architecture Search Li Xiang Łukasz Dudziak Mohamed S. Abdelfattah Thomas C. P. Chau Nicholas D. Lane Hongkai Wen 36 5 0 12 Jun 2021
Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators Yonggan Fu Yongan Zhang Yang Zhang David D. Cox Yingyan Lin MQ 70 18 0 11 Jun 2021
HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers Mingyu Ding Xiaochen Lian Linjie Yang Peng Wang Xiaojie Jin Zhiwu Lu Ping Luo ViT 45 59 0 11 Jun 2021
Efficient Deep Learning Architectures for Fast Identification of Bacterial Strains in Resource-Constrained Devices Rafael Gallardo García Sofía Jarquín Rodríguez Beatriz Beltrán Martínez Carlos Hernández Gracidas Rodolfo Martínez Torres 8 6 0 11 Jun 2021
Pedestrian Attribute Recognition in Video Surveillance Scenarios Based on View-attribute Attention Localization Wei-Chen Chen Xin-Yi Yu Linlin Ou 35 15 0 11 Jun 2021
CAT: Cross Attention in Vision Transformer Hezheng Lin Xingyi Cheng Xiangyu Wu Fan Yang Dong Shen Zhongyuan Wang Qing Song Wei Yuan ViT 35 149 0 10 Jun 2021
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception Anurag Ghosh Vaibhav Balloli A. Nambi Aditya Singh T. Ganu 52 5 0 10 Jun 2021
Context-Free TextSpotter for Real-Time and Mobile End-to-End Text Detection and Recognition Ryota Yoshihashi Tomohiro Tanaka Kenji Doi Takumi Fujino Naoaki Yamashita 26 2 0 10 Jun 2021
Cocktail: Leveraging Ensemble Learning for Optimized Model Serving in Public Cloud Jashwant Raj Gunasekaran Cyan Subhra Mishra P. Thinakaran M. Kandemir Chita R. Das 13 3 0 09 Jun 2021
Knowledge distillation: A good teacher is patient and consistent Lucas Beyer Xiaohua Zhai Amelie Royer L. Markeeva Rohan Anil Alexander Kolesnikov VLM 52 287 0 09 Jun 2021
Exploiting Learned Symmetries in Group Equivariant Convolutions A. Lengyel Jan van Gemert 32 5 0 09 Jun 2021
CSRNet: Cascaded Selective Resolution Network for Real-time Semantic Segmentation Jingjing Xiong L. Po Weikang Yu Chang Zhou Pengfei Xian Weifeng Ou SSeg 21 27 0 08 Jun 2021
Deep Neural Network-based Enhancement for Image and Video Streaming Systems: A Survey and Future Directions Royson Lee Stylianos I. Venieris Nicholas D. Lane AI4TS 62 45 0 07 Jun 2021
Making EfficientNet More Efficient: Exploring Batch-Independent Normalization, Group Convolutions and Reduced Resolution Training Dominic Masters A. Labatie Zach Eaton-Rosen Carlo Luschi 27 11 0 07 Jun 2021
The Care Label Concept: A Certification Suite for Trustworthy and Resource-Aware Machine Learning K. Morik Helena Kotthaus Lukas Heppe Danny Heinrich Raphael Fischer Andrea Pauly Nico Piatkowski 23 4 0 01 Jun 2021
Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition Yulin Wang Rui Huang S. Song Zeyi Huang Gao Huang ViT 47 189 0 31 May 2021