Title
SlimSeg: Slimmable Semantic Segmentation with Boundary Supervision Danna Xue Feiyu Yang Pei Wang Luis Herranz Jinqiu Sun Yu Zhu Yanning Zhang UQCV 40 6 0 13 Jul 2022
Adversarially-Aware Robust Object Detector Ziyi Dong Pengxu Wei Liang Lin AAML ObjD 22 27 0 13 Jul 2022
DSPNet: Towards Slimmable Pretrained Networks based on Discriminative Self-supervised Learning Shaoru Wang Zeming Li Jin Gao Liang Li Weiming Hu 44 0 0 13 Jul 2022
LightViT: Towards Light-Weight Convolution-Free Vision Transformers Tao Huang Lang Huang Shan You Fei Wang Chao Qian Chang Xu ViT 22 55 0 12 Jul 2022
Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis Long Zhuo Guangcong Wang Shikai Li Wayne Wu Ziwei Liu VGen 58 20 0 11 Jul 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 82 6,274 0 06 Jul 2022
PrUE: Distilling Knowledge from Sparse Teacher Networks Shaopu Wang Xiaojun Chen Mengzhen Kou Jinqiao Shi 30 2 0 03 Jul 2022
DRESS: Dynamic REal-time Sparse Subnets Zhongnan Qu Syed Shakib Sarwar Xin Dong Yuecheng Li Huseyin Ekin Sumbul B. D. Salvo 3DH 23 1 0 01 Jul 2022
RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network Vitaliy Chiley Vithursan Thangarasa Abhay Gupta Anshul Samar Joel Hestness D. DeCoste 52 8 0 28 Jun 2022
Mushroom image recognition and distance generation based on attention-mechanism model and genetic information Wen-Chung Liao Jiewen Xiao Chengbo Zhao Yonggong Han Zhijie Geng Jianxin Wang Yihua Yang 15 2 0 27 Jun 2022
MGNet: Monocular Geometric Scene Understanding for Autonomous Driving Markus Schön M. Buchholz Klaus C. J. Dietmayer 3DPC 3DGS 35 42 0 27 Jun 2022
RandStainNA: Learning Stain-Agnostic Features from Histology Slides by Bridging Stain Augmentation and Normalization Yiqing Shen Yulin Luo Dinggang Shen Jing Ke OOD 21 41 0 25 Jun 2022
BackdoorBench: A Comprehensive Benchmark of Backdoor Learning Baoyuan Wu Hongrui Chen Ruotong Wang Zihao Zhu Shaokui Wei Danni Yuan Chaoxiao Shen ELM AAML 38 140 0 25 Jun 2022
Bag of Tricks for Long-Tail Visual Recognition of Animal Species in Camera-Trap Images Fagner Cunha E. M. Santos J. Colonna 30 14 0 24 Jun 2022
QbyE-MLPMixer: Query-by-Example Open-Vocabulary Keyword Spotting using MLPMixer Jinmiao Huang W. Gharbieh Qianhui Wan Han Suk Shim Chul Lee 22 9 0 23 Jun 2022
Restoring speech intelligibility for hearing aid users with deep learning P. U. Diehl Y. Singer Hannes Zilly U. Schonfeld Paul Meyer-Rachner Mark Berry Henning Sprekeler Elias Sprengel A. Pudszuhn V. Hofmann 11 19 0 23 Jun 2022
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications Muhammad Maaz Abdelrahman M. Shaker Hisham Cholakkal Salman Khan Syed Waqas Zamir Rao Muhammad Anwer Fahad Shahbaz Khan ViT 40 184 0 21 Jun 2022
EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm Jiangning Zhang Xiangtai Li Yabiao Wang Chengjie Wang Yibo Yang Yong Liu Dacheng Tao ViT 44 32 0 19 Jun 2022
PICO: Pipeline Inference Framework for Versatile CNNs on Diverse Mobile Devices Xiang Yang Zikang Xu Q. Qi Jingyu Wang Haifeng Sun J. Liao Song Guo 21 11 0 17 Jun 2022
On Efficient Real-Time Semantic Segmentation: A Survey Christopher J. Holder Mohamed Bennai SSeg 28 20 0 17 Jun 2022
Simple and Efficient Architectures for Semantic Segmentation Dushyant Mehta Andrii Skliar H. Yahia Shubhankar Borse Fatih Porikli A. Habibian Tijmen Blankevoort SSeg 24 13 0 16 Jun 2022
HaGRID - HAnd Gesture Recognition Image Dataset A. Kapitanov Karina Kvanchiani Alexander Nagaev Roman Kraynov Andrew Makhlyarchuk 28 60 0 16 Jun 2022
How GNNs Facilitate CNNs in Mining Geometric Information from Large-Scale Medical Images Yiqing Shen Bingxin Zhou Xinye Xiong Ruitian Gao Yu Guang Wang GNN MedIm 23 5 0 15 Jun 2022
Resource-Constrained Edge AI with Early Exit Prediction Rongkang Dong Yuyi Mao Jinchao Zhang 14 13 0 15 Jun 2022
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks Shanghua Gao Zhong-Yu Li Qi Han Ming-Ming Cheng Liang Wang 42 35 0 14 Jun 2022
Slimmable Domain Adaptation Rang Meng Weijie Chen Shicai Yang Mingli Song Luojun Lin Di Xie Shiliang Pu Xinchao Wang Mingli Song Yueting Zhuang 29 12 0 14 Jun 2022
A software toolkit and hardware platform for investigating and comparing robot autonomy algorithms in simulation and reality A. Elmquist Aaron Young Ishaan Mahajan Kyle Fahey Abhiraj Dashora ... Stefan Caldararu Victor Freire Xiangru Xu R. Serban Dan Negrut 9 14 0 14 Jun 2022
Optimal Clipping and Magnitude-aware Differentiation for Improved Quantization-aware Training Charbel Sakr Steve Dai Rangharajan Venkatesan B. Zimmer W. Dally Brucek Khailany MQ 27 41 0 13 Jun 2022
Modeling Generalized Specialist Approach To Train Quality Resilient Snapshot Ensemble G. Tahir C. K. Loo Zongying Liu AAML 30 0 0 12 Jun 2022
Towards Self-supervised and Weight-preserving Neural Architecture Search Zhuowei Li Yibo Gao Zhenzhou Zha Hu Zhiqiang Qing Xia Shaoting Zhang Dimitris N. Metaxas 27 4 0 08 Jun 2022
MobileOne: An Improved One millisecond Mobile Backbone Pavan Kumar Anasosalu Vasu J. Gabriel Jeff J. Zhu Oncel Tuzel Anurag Ranjan 37 155 0 08 Jun 2022
Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models Yang Shu Zhangjie Cao Ziyang Zhang Jianmin Wang Mingsheng Long 24 4 0 08 Jun 2022
Can CNNs Be More Robust Than Transformers? Zeyu Wang Yutong Bai Yuyin Zhou Cihang Xie UQCV OOD 30 46 0 07 Jun 2022
Separable Self-attention for Mobile Vision Transformers Sachin Mehta Mohammad Rastegari ViT MQ 34 253 0 06 Jun 2022
Slim-neck by GSConv: A lightweight-design for real-time detector architectures Hulin Li Jun Li Hanbing Wei Zheng Liu Zhenfei Zhan Qiliang Ren 26 154 0 06 Jun 2022
Which models are innately best at uncertainty estimation? Ido Galil Mohammed Dabbah Ran El-Yaniv UQCV 34 5 0 05 Jun 2022
CVNets: High Performance Library for Computer Vision Sachin Mehta Farzad Abdolhosseini Mohammad Rastegari 29 18 0 04 Jun 2022
Radar Guided Dynamic Visual Attention for Resource-Efficient RGB Object Detection Hemant Kumawat Saibal Mukhopadhyay 29 7 0 03 Jun 2022
EfficientFormer: Vision Transformers at MobileNet Speed Yanyu Li Geng Yuan Yang Wen Eric Hu Georgios Evangelidis Sergey Tulyakov Yanzhi Wang Jian Ren ViT 28 348 0 02 Jun 2022
DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks Y. Fu Haichuan Yang Jiayi Yuan Meng Li Cheng Wan Raghuraman Krishnamoorthi Vikas Chandra Yingyan Lin 41 19 0 02 Jun 2022
NIPQ: Noise proxy-based Integrated Pseudo-Quantization Juncheol Shin Junhyuk So Sein Park Seungyeop Kang S. Yoo Eunhyeok Park 25 27 0 02 Jun 2022
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing Wei Xu Zhaohui Yang Derrick Wing Kwan Ng Marco Levorato Yonina C. Eldar Mérouane Debbah 39 399 0 01 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation Z. Mirikharaji Kumar Abhishek Alceu Bissoto Catarina Barata Sandra Avila Eduardo Valle M. Celebi Ghassan Hamarneh 55 82 0 01 Jun 2022
Exact Feature Collisions in Neural Networks Utku Ozbulak Manvel Gasparyan Shodhan Rao W. D. Neve Arnout Van Messem AAML 32 1 0 31 May 2022
GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade Framework Jianyi Zhang Xuanxi Huang Yaqi Liu Yuyang Han Zixiao Xiang GAN MedIm 38 9 0 30 May 2022
Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles Siyuan Liang Hao Wu 61 161 0 30 May 2022
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 34 118 0 29 May 2022
A Closer Look at Self-Supervised Lightweight Vision Transformers Shaoru Wang Jin Gao Zeming Li Jian Sun Weiming Hu ViT 73 42 0 28 May 2022
WaveMix: A Resource-efficient Neural Network for Image Analysis Pranav Jeevan Kavitha Viswanathan S. AnanduA A. Sethi 26 20 0 28 May 2022
AANG: Automating Auxiliary Learning Lucio Dery Paul Michel M. Khodak Graham Neubig Ameet Talwalkar 46 9 0 27 May 2022