Title
Symphony: Optimized DNN Model Serving using Deferred Batch Scheduling Lequn Chen Weixin Deng Anirudh Canumalla Yu Xin Danyang Zhuo Matthai Philipose Arvind Krishnamurthy 18 4 0 14 Aug 2023
Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services Zhichao Lu Chuntao Ding Shangguang Wang Ran Cheng Felix Juefei Xu Vishnu Naresh Boddeti VLM 28 4 0 12 Aug 2023
R2S100K: Road-Region Segmentation Dataset For Semi-Supervised Autonomous Driving in the Wild M. A. Butt Hassan Ali Adnan Qayyum Waqas Sultani Ala I. Al-Fuqaha Junaid Qadir AI4TS 24 1 0 11 Aug 2023
Semantic-embedded Similarity Prototype for Scene Recognition Chuanxin Song Hanbo Wu X. Ma Yibin Li 26 3 0 11 Aug 2023
Vision Backbone Enhancement via Multi-Stage Cross-Scale Attention Liang Shang Yanli Liu Zhengyang Lou Shuxue Quan N. Adluru Bochen Guan W. Sethares 24 2 0 10 Aug 2023
1st Place in ICCV 2023 Workshop Challenge Track 1 on Resource Efficient Deep Learning for Computer Vision: Budgeted Model Training Challenge Youngjun Kwak Seonghun Jeong Yunseung Lee Changick Kim 3DV 11 0 0 09 Aug 2023
A Lightweight and Accurate Face Detection Algorithm Based on Retinaface Baozhu Liu Hewei Yu ObjD CVBM 29 0 0 08 Aug 2023
Attention-Driven Lightweight Model for Pigmented Skin Lesion Detection Mingzhe Hu Xiaofeng Yang MedIm 26 0 0 04 Aug 2023
Survey on Computer Vision Techniques for Internet-of-Things Devices Ishmeet Kaur Adwaita Janardhan Jadhav AI4CE 24 1 0 02 Aug 2023
MiDaS v3.1 -- A Model Zoo for Robust Monocular Relative Depth Estimation R. Birkl Diana Wofk Matthias Muller MDE 27 133 0 26 Jul 2023
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity Matteo Ciotola Giovanni Poggi G. Scarpa 23 22 0 26 Jul 2023
Adaptive Frequency Filters As Efficient Global Token Mixers Zhipeng Huang Zhizheng Zhang Cuiling Lan Zhengjun Zha Yan Lu B. Guo 30 37 0 26 Jul 2023
On the Connection between Pre-training Data Diversity and Fine-tuning Robustness Vivek Ramanujan Thao Nguyen Sewoong Oh Ludwig Schmidt Ali Farhadi OOD 14 21 0 24 Jul 2023
Image Outlier Detection Without Training using RANSAC Chen-Han Tsai Yu-Shao Peng 21 0 0 23 Jul 2023
Model Compression Methods for YOLOv5: A Review Mohammad Jani Jamil Fayyad Younes Al Younes H. Najjaran 31 14 0 21 Jul 2023
Communication-Efficient Split Learning via Adaptive Feature-Wise Compression Yong-Nam Oh Jaeho Lee Christopher G. Brinton Yo-Seb Jeon MQ 36 7 0 20 Jul 2023
As large as it gets: Learning infinitely large Filters via Neural Implicit Functions in the Fourier Domain Julia Grabinski J. Keuper M. Keuper 23 6 0 19 Jul 2023
ProtoCaps: A Fast and Non-Iterative Capsule Network Routing Method Miles Everett Mingjun Zhong Georgios Leontidis 38 4 0 19 Jul 2023
Online Continual Learning for Robust Indoor Object Recognition Umberto Michieli Mete Ozay 31 9 0 19 Jul 2023
RepViT: Revisiting Mobile CNN From ViT Perspective Ao Wang Hui Chen Zijia Lin Hengjun Pu Guiguang Ding 34 177 0 18 Jul 2023
Light-Weight Vision Transformer with Parallel Local and Global Self-Attention Nikolas Ebert Laurenz Reichardt D. Stricker Oliver Wasenmüller ViT 16 2 0 18 Jul 2023
Mining of Single-Class by Active Learning for Semantic Segmentation Hugues Lambert E. Slade CLL VLM 19 0 0 18 Jul 2023
A Survey on Multi-Objective Neural Architecture Search Seyed Mahdi Shariatzadeh M. Fathy R. Berangi M. Shahverdy 33 1 0 18 Jul 2023
Online Self-Supervised Thermal Water Segmentation for Aerial Vehicles Connor T. Lee Jonathan Gustafsson Frennert L. Gan M. Anderson Soon-Jo Chung 13 5 0 18 Jul 2023
UPSCALE: Unconstrained Channel Pruning Alvin Wan Hanxiang Hao K. Patnaik Yueyang Xu Omer Hadad David Guera Zhile Ren Qi Shan 26 4 0 17 Jul 2023
Scale-Aware Modulation Meet Transformer Wei-Shiang Lin Ziheng Wu Jiayu Chen Jun Huang Lianwen Jin MoE ViT 30 66 0 17 Jul 2023
EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation Jiacheng Ruan Mingye Xie Jingsheng Gao Ting Liu Yuzhuo Fu MedIm 15 98 0 17 Jul 2023
Airway Label Prediction in Video Bronchoscopy: Capturing Temporal Dependencies Utilizing Anatomical Knowledge Ron Keuth M. Heinrich Martin Eichenlaub Marian Himstedt 11 2 0 17 Jul 2023
ShiftNAS: Improving One-shot NAS via Probability Shift Mingyang Zhang Xinyi Yu Haodong Zhao Linlin Ou 33 5 0 17 Jul 2023
A Survey of Techniques for Optimizing Transformer Inference Krishna Teja Chitty-Venkata Sparsh Mittal M. Emani V. Vishwanath Arun Somani 43 62 0 16 Jul 2023
TinyTracker: Ultra-Fast and Ultra-Low-Power Edge Vision In-Sensor for Gaze Estimation Pietro Bonazzi Thomas Rüegg Sizhen Bian Yawei Li Michele Magno 15 10 0 15 Jul 2023
Learning Sparse Neural Networks with Identity Layers Mingjian Ni Guangyao Chen Xiawu Zheng Peixi Peng Liuliang Yuan Yonghong Tian 19 0 0 14 Jul 2023
LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search Bhavna Gopal Arjun Sridhar Tunhou Zhang Yiran Chen 18 3 0 06 Jul 2023
Pruning vs Quantization: Which is Better? Andrey Kuzmin Markus Nagel M. V. Baalen Arash Behboodi Tijmen Blankevoort MQ 27 48 0 06 Jul 2023
Line Graphics Digitization: A Step Towards Full Automation Omar Moured Jiaming Zhang Alina Roitberg Thorsten Schwarz Rainer Stiefelhagen 11 4 0 05 Jul 2023
Zero-Shot Neural Architecture Search: Challenges, Solutions, and Opportunities Guihong Li Duc-Tuong Hoang Kartikeya Bhardwaj Ming Lin Zhangyang Wang R. Marculescu 40 10 0 05 Jul 2023
Neural Architecture Transfer 2: A Paradigm for Improving Efficiency in Multi-Objective Neural Architecture Search Simone Sarti Eugenio Lomurno Matteo Matteucci 19 0 0 03 Jul 2023
An open-source deep learning algorithm for efficient and fully-automatic analysis of the choroid in optical coherence tomography Jamie Burke Justin Engelmann Charlene Hamid Megan Reid-Schachter T. Pearson ... Stuart King Tom J. MacGillivray Miguel O. Bernabeu Amos Storkey Ian J. C. MacCormick 25 9 0 03 Jul 2023
Efficient Visual Fault Detection for Freight Train Braking System via Heterogeneous Self Distillation in the Wild Yang Zhang Huilin Pan Yang Zhou Mingying Li Guo-dong Sun 24 8 0 03 Jul 2023
Image Background Serves as Good Proxy for Out-of-distribution Data Sen Pei 39 1 0 02 Jul 2023
Real-time High-Resolution Neural Network with Semantic Guidance for Crack Segmentation Yongshang Li Ronggui Ma Han Liu Gaoli Cheng SSeg 14 29 0 01 Jul 2023
Long-Tailed Continual Learning For Visual Food Recognition Jiangpeng He Luotao Lin Jack Ma H. Eicher-Miller F. Zhu Fengqing M Zhu 59 14 0 01 Jul 2023
Miniaturized Graph Convolutional Networks with Topologically Consistent Pruning H. Sahbi 22 0 0 30 Jun 2023
ReMaX: Relaxing for Better Training on Efficient Panoptic Segmentation Shuyang Sun Weijun Wang Qihang Yu Andrew G. Howard Philip Torr Liang-Chieh Chen 36 15 0 29 Jun 2023
SeMLaPS: Real-time Semantic Mapping with Latent Prior Networks and Quasi-Planar Segmentation Jingwen Wang J. Tarrio Lourdes Agapito P. Alcantarilla Alexander Vakhitov 3DPC 21 6 0 28 Jun 2023
Enhancing Navigation Benchmarking and Perception Data Generation for Row-based Crops in Simulation Mauro Martini Andrea Eirale Brenno Tuberga Marco Ambrosio Andrea Ostuni Francesco Messina L. Mazzara Marcello Chiaberge 22 3 0 27 Jun 2023
Segmentation of Industrial Burner Flames: A Comparative Study from Traditional Image Processing to Machine and Deep Learning S. Landgraf Markus Hillemann Moritz Aberle Valentin Jung Markus Ulrich 16 7 0 26 Jun 2023
Cross Architecture Distillation for Face Recognition Weisong Zhao Xiangyu Zhu Zhixiang He Xiaoyu Zhang Zhen Lei CVBM 17 6 0 26 Jun 2023
ParameterNet: Parameters Are All You Need Kai Han Yunhe Wang Jianyuan Guo Enhua Wu VLM AI4CE 35 25 0 26 Jun 2023
Faster Segment Anything: Towards Lightweight SAM for Mobile Applications Chaoning Zhang Dongshen Han Yu Qiao Jung Uk Kim Sung-Ho Bae Seungkyu Lee Choong Seon Hong VLM 35 328 0 25 Jun 2023