Title
Towards Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search Chunhui Zhang Xiaoming Yuan Qianyun Zhang Guangxu Zhu Lei Cheng Ning Zhang FedML OOD 33 15 0 23 Feb 2022
The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices Yi Sheng Junhuan Yang Yawen Wu Kevin Mao Yiyu Shi Jingtong Hu Weiwen Jiang Lei Yang 70 28 0 23 Feb 2022
Cut and Continuous Paste towards Real-time Deep Fall Detection Sunhee Hwang Minsong Ki Seung-Hyun Lee Sang-Hoon Park Byoung-Ki Jeon 3DH 25 4 0 22 Feb 2022
A Lightweight Dual-Domain Attention Framework for Sparse-View CT Reconstruction Chang Sun Ken Deng Yitong Liu Hongwen Yang MedIm 21 8 0 19 Feb 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision T. Elsken Arber Zela J. H. Metzen B. Staffler Thomas Brox Abhinav Valada Frank Hutter OOD 43 17 0 15 Feb 2022
Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters Mingbao Lin Liujuan Cao Yuxin Zhang Ling Shao Chia-Wen Lin Rongrong Ji 37 51 0 15 Feb 2022
Building Inspection Toolkit: Unified Evaluation and Strong Baselines for Damage Recognition Johannes Flotzinger Philipp J. Rösch Norbert Oswald T. Braml 37 6 0 14 Feb 2022
BViT: Broad Attention based Vision Transformer Nannan Li Yaran Chen Weifan Li Zixiang Ding Dong Zhao ViT 43 23 0 13 Feb 2022
A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification Kevin Fauvel Fuxing Chen Dario Rossi 30 25 0 11 Feb 2022
Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation Gorkem Polat I. Ergenc H. Kani Y. Alahdab O. Atug A. Temi̇zel 29 26 0 09 Feb 2022
Explainable Predictive Modeling for Limited Spectral Data Frantishek Akulich Hadis Anahideh Manaf Sheyyab Dhananjay Ambre 9 23 0 09 Feb 2022
Neural Architecture Search for Energy Efficient Always-on Audio Models Daniel T. Speckhard Karolis Misiunas Sagi Perel Tenghui Zhu S. Carlile M. Slaney 38 11 0 09 Feb 2022
A Review of Landcover Classification with Very-High Resolution Remotely Sensed Optical Images-Analysis Unit,Model Scalability and Transferability R. Qin Tao Liu 37 61 0 07 Feb 2022
Over-the-Air Ensemble Inference with Model Privacy Selim F. Yilmaz Burak Hasircioglu Deniz Gunduz FedML 43 23 0 07 Feb 2022
Learning Features with Parameter-Free Layers Dongyoon Han Y. Yoo Beomyoung Kim Byeongho Heo 37 8 0 06 Feb 2022
Learning strides in convolutional neural networks Rachid Riad O. Teboul David Grangier Neil Zeghidour 39 41 0 03 Feb 2022
Dilated Continuous Random Field for Semantic Segmentation Xi Mo Xiangyu Chen Cuncong Zhong Rui Li Kaidong Li Usman Sajid 3DV 29 0 0 01 Feb 2022
Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations Amin Ghiasi Hamid Kazemi Steven Reich Chen Zhu Micah Goldblum Tom Goldstein 53 15 0 31 Jan 2022
Generalized Global Ranking-Aware Neural Architecture Ranker for Efficient Image Classifier Search Bicheng Guo Tao Chen Shibo He Haoyu Liu Lili Xu Peng Ye Jiming Chen 46 13 0 30 Jan 2022
UniFormer: Unifying Convolution and Self-attention for Visual Recognition Kunchang Li Yali Wang Junhao Zhang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 162 363 0 24 Jan 2022
LTC-GIF: Attracting More Clicks on Feature-length Sports Videos G. Mujtaba Jaehyuk Choi Eun‐Seok Ryu 24 0 0 22 Jan 2022
APack: Off-Chip, Lossless Data Compression for Efficient Deep Learning Inference Alberto Delmas Lascorz Mostafa Mahmoud Andreas Moshovos MQ 25 1 0 21 Jan 2022
Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting Kwanhyung Lee Hyewon Jeong Seyun Kim Donghwa Yang Hoon-Chul Kang Edward Choi OOD 16 12 0 21 Jan 2022
Enhanced Performance of Pre-Trained Networks by Matched Augmentation Distributions T. Ahmad Mohsen Jafarzadeh A. Dhamija Ryan Rabinowitz Steve Cruz Chunchun Li Terrance E. Boult 25 0 0 19 Jan 2022
UWC: Unit-wise Calibration Towards Rapid Network Compression Chen Lin Zheyang Li Bo Peng Haoji Hu Wenming Tan Ye Ren Shiliang Pu MQ 32 1 0 17 Jan 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 29 103 0 16 Jan 2022
GhostNets on Heterogeneous Devices via Cheap Operations Kai Han Yunhe Wang Chang Xu Jianyuan Guo Chunjing Xu Enhua Wu Qi Tian 24 102 0 10 Jan 2022
Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification Jingzhou Chen Peng Wang Jian Liu Y. Qian 38 35 0 10 Jan 2022
Glance and Focus Networks for Dynamic Visual Recognition Gao Huang Yulin Wang Kangchen Lv Haojun Jiang Wenhui Huang Pengfei Qi S. Song 3DH 79 49 0 09 Jan 2022
A novel audio representation using space filling curves Alessandro Mari A. Salarian 23 1 0 08 Jan 2022
Block Walsh-Hadamard Transform Based Binary Layers in Deep Neural Networks Hongyi Pan Diaa Badawi Ahmet Enis Cetin 18 19 0 07 Jan 2022
Problem-dependent attention and effort in neural networks with applications to image resolution and model selection Chris Rohlfs 36 4 0 05 Jan 2022
Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks Runpei Dong Zhanhong Tan Mengdi Wu Linfeng Zhang Kaisheng Ma MQ 41 11 0 30 Dec 2021
MSHT: Multi-stage Hybrid Transformer for the ROSE Image Analysis of Pancreatic Cancer Tianyi Zhang Yunlu Feng Yu Zhao Guangda Fan Aiming Yang ... Fan Song Chenbin Ma Yangyang Sun Youdan Feng Guanglei Zhang ViT MedIm 24 11 0 27 Dec 2021
ELSA: Enhanced Local Self-Attention for Vision Transformer Jingkai Zhou Pichao Wang Fan Wang Qiong Liu Hao Li Rong Jin ViT 42 37 0 23 Dec 2021
DA-FDFtNet: Dual Attention Fake Detection Fine-tuning Network to Detect Various AI-Generated Fake Images Youngoh Bang Simon S. Woo AAML CVBM 19 6 0 22 Dec 2021
Ghost-dil-NetVLAD: A Lightweight Neural Network for Visual Place Recognition Qingyuan Gong Yu Liu Liqiang Zhang Renhe Liu ObjD VLM 33 3 0 22 Dec 2021
MOSAIC: Mobile Segmentation via decoding Aggregated Information and encoded Context Weijun Wang Andrew G. Howard Mamba 34 4 0 22 Dec 2021
EyePAD++: A Distillation-based approach for joint Eye Authentication and Presentation Attack Detection using Periocular Images Prithviraj Dhar Amit Kumar Kirsten Kaplan Khushi Gupta Rakesh Ranjan Ramalingam Chellappa AAML 24 11 0 22 Dec 2021
The Phonetic Footprint of Parkinson's Disease P. Klumpp T. Arias-Vergara Juan Camilo Vásquez-Correa Paula Andrea Pérez-Toro J. Orozco-Arroyave A. Batliner Elmar Nöth 19 11 0 21 Dec 2021
RC-Net: A Convolutional Neural Network for Retinal Vessel Segmentation T. M. Khan A. Robles-Kelly Syed S. Naqvi 37 23 0 21 Dec 2021
Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation T. M. Khan Syed S. Naqvi Erik H. W. Meijering SSeg 42 25 0 21 Dec 2021
MPViT: Multi-Path Vision Transformer for Dense Prediction Youngwan Lee Jonghee Kim Jeffrey Willette Sung Ju Hwang ViT 29 246 0 21 Dec 2021
Enabling NAS with Automated Super-Network Generation J. P. Muñoz N. Lyalyushkin Yash Akhauri A. Senina Alexander Kozlov Nilesh Jain 38 17 0 20 Dec 2021
Efficient Visual Tracking with Exemplar Transformers Philippe Blatter Menelaos Kanakis Martin Danelljan Luc Van Gool ViT 26 80 0 17 Dec 2021
FIgLib & SmokeyNet: Dataset and Deep Learning Model for Real-Time Wildland Fire Smoke Detection Anshuman Dewangan Yash Pande Hans-Werner Braun F. Vernon Ismael Pérez I. Altintas G. Cottrell M. H. Nguyen 19 46 0 16 Dec 2021
Multi-Modal Perception Attention Network with Self-Supervised Learning for Audio-Visual Speaker Tracking Yidi Li Hong Liu Hao Tang 25 20 0 14 Dec 2021
Simple and Robust Loss Design for Multi-Label Learning with Missing Labels Youcai Zhang Y. Cheng Xinyu Huang Fei Wen Rui Feng Yaqian Li Yandong Guo VLM 19 33 0 13 Dec 2021
Exploring Event-driven Dynamic Context for Accident Scene Segmentation Jiaming Zhang Kailun Yang Rainer Stiefelhagen 38 27 0 09 Dec 2021
Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search Yi Ding Xinyu Gong Junru Wu Humphrey Shi Zhicheng Yan Zhangyang Wang VGen 52 1 0 09 Dec 2021