Title
Advancements in Road Lane Mapping: Comparative Fine-Tuning Analysis of Deep Learning-based Semantic Segmentation Methods Using Aerial Imagery Willow Liu Shuxin Qiao K. Gao Hongjie He M. Chapman Linlin Xu Jonathan Li 27 0 0 08 Oct 2024
Optimizing Parking Space Classification: Distilling Ensembles into Lightweight Classifiers Paulo Luza Alves A. G. Hochuli Luiz Eduardo Soares de Oliveira Paulo Lisboa de Almeida 13 0 0 07 Oct 2024
Image First or Text First? Optimising the Sequencing of Modalities in Large Language Model Prompting and Reasoning Tasks Grant Wardle Teo Susnjak LRM 26 5 0 04 Oct 2024
Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-Time Chiao-An Yang Ziwei Liu Raymond A. Yeh 23 1 0 01 Oct 2024
POMONAG: Pareto-Optimal Many-Objective Neural Architecture Generator Eugenio Lomurno Samuele Mariani Matteo Monti Matteo Matteucci DiffM 26 2 0 30 Sep 2024
Classification with a Network of Partially Informative Agents: Enabling Wise Crowds from Individually Myopic Classifiers Tong Yao Shreyas Sundaram 11 0 0 30 Sep 2024
Model X-Ray: Detection of Hidden Malware in AI Model Weights using Few Shot Learning Daniel Gilkarov Ran Dubin 17 0 0 28 Sep 2024
RNC: Efficient RRAM-aware NAS and Compilation for DNNs on Resource-Constrained Edge Devices Kam Chi Loong Shihao Han Sishuo Liu Ning Lin Zhongrui Wang 12 0 0 27 Sep 2024
WasteGAN: Data Augmentation for Robotic Waste Sorting through Generative Adversarial Networks Alberto Bacchin Leonardo Barcellona Matteo Terreran Stefano Ghidoni Emanuele Menegatti Takuya Kiyokawa 23 0 0 25 Sep 2024
IRASNet: Improved Feature-Level Clutter Reduction for Domain Generalized SAR-ATR Oh-Tae Jang Hae-Kang Song Min-Jun Kim Kyung-Hwan Lee Geon Lee ... Hee-Sub Shin Jae-Woo Ok Min-Young Back Jae-Hyuk Yoon Kyung-Tae Kim 33 0 0 25 Sep 2024
Vision-based Xylem Wetness Classification in Stem Water Potential Determination Pamodya Peiris Aritra Samanta Caio Mucchiani Cody Simons A. Roy-Chowdhury Konstantinos Karydis 21 1 0 24 Sep 2024
AIM 2024 Challenge on UHD Blind Photo Quality Assessment Vlad Hosu Marcos V. Conde Lorenzo Agnolucci Nabajeet Barman Saman Zadtootaghaj Radu Timofte 40 8 0 24 Sep 2024
Deep Learning for Precision Agriculture: Post-Spraying Evaluation and Deposition Estimation Harry Rogers Tahmina Zebin Grzegorz Cielniak Beatriz De La Iglesia Ben Magri 21 0 0 24 Sep 2024
Less yet robust: crucial region selection for scene recognition Jianqi Zhang Mengxuan Wang Jingyao Wang Lingyu Si Changwen Zheng Fanjiang Xu 21 0 0 23 Sep 2024
Towards Kinetic Manipulation of the Latent Space Diego Porres 23 0 0 15 Sep 2024
Pushing Joint Image Denoising and Classification to the Edge Thomas C Markhorst J. C. V. Gemert O. Kayhan 32 0 0 13 Sep 2024
ReGentS: Real-World Safety-Critical Driving Scenario Generation Made Stable Yuan Yin Pegah Khayatan Éloi Zablocki Alexandre Boulch Matthieu Cord 42 2 0 12 Sep 2024
HESSO: Towards Automatic Efficient and User Friendly Any Neural Network Training and Pruning Tianyi Chen Xiaoyi Qu David Aponte Colby R. Banbury Jongwoo Ko Tianyu Ding Yong Ma Vladimir Lyapunov Ilya Zharkov Luming Liang 75 1 0 11 Sep 2024
Symmetry Breaking in Neural Network Optimization: Insights from Input Dimension Expansion Jun-Jie Zhang Nan Cheng Fu-Peng Li Xiu-Cheng Wang Jian-Nan Chen Long-Gang Pang Deyu Meng 38 0 0 10 Sep 2024
Real-Time Human Action Recognition on Embedded Platforms Ruiqi Wang Zichen Wang Peiqi Gao Mingzhen Li Jaehwan Jeong Yihang Xu Yejin Lee Carolyn M. Baum Lisa Connor Chenyang Lu 36 2 0 09 Sep 2024
NASH: Neural Architecture and Accelerator Search for Multiplication-Reduced Hybrid Models Yang Xu Huihong Shi Zhongfeng Wang 37 0 0 07 Sep 2024
WaterMAS: Sharpness-Aware Maximization for Neural Network Watermarking Carl De Sousa Trias Mihai P. Mitrea A. Fiandrotti Marco Cagnazzo Sumanta Chaudhuri Enzo Tartaglione AAML 30 1 0 05 Sep 2024
Non-Uniform Illumination Attack for Fooling Convolutional Neural Networks Akshay Jain S. Dubey Satish Kumar Singh KC Santosh B. B. Chaudhuri AAML 26 0 0 05 Sep 2024
SOOD-ImageNet: a Large-Scale Dataset for Semantic Out-Of-Distribution Image Classification and Semantic Segmentation Alberto Bacchin Davide Allegro Stefano Ghidoni Emanuele Menegatti 44 1 0 02 Sep 2024
MV-Match: Multi-View Matching for Domain-Adaptive Identification of Plant Nutrient Deficiencies Jinhui Yi Yanan Luo Marion Deichmann Gabriel Schaaf Juergen Gall 28 0 0 02 Sep 2024
A Noise and Edge extraction-based dual-branch method for Shallowfake and Deepfake Localization Deepak Dagar Dinesh Kumar Vishwakarma AAML 13 0 0 02 Sep 2024
Hyper-Compression: Model Compression via Hyperfunction Fenglei Fan Juntong Fan Dayang Wang Jingbo Zhang Zelin Dong Shijun Zhang Ge Wang Tieyong Zeng 18 0 0 01 Sep 2024
First Competition on Presentation Attack Detection on ID Card Juan E. Tapia Naser Damer Christoph Busch Juan M. Espin Javier Barrachina ... Raghavendra Ramachandra Raghavendra Mudgalgundurao Kiran Raja Daniel Schulz Carlos Aravena 37 3 0 31 Aug 2024
LAR-IQA: A Lightweight, Accurate, and Robust No-Reference Image Quality Assessment Model Nasim Jamshidi Avanaki Abhijay Ghildyal Nabajeet Barman Saman Zadtootaghaj VLM 40 1 0 30 Aug 2024
MSLIQA: Enhancing Learning Representations for Image Quality Assessment through Multi-Scale Learning Nasim Jamshidi Avanaki Abhijay Ghildyal Nabajeet Barman Saman Zadtootaghaj 25 1 0 29 Aug 2024
Activation function optimization method: Learnable series linear units (LSLUs) Chuan Feng Xi Lin Shiping Zhu Hongkang Shi Maojie Tang Hua Huang 27 0 0 28 Aug 2024
Panoptic Perception for Autonomous Driving: A Survey Yunge Li Lanyu Xu 34 2 0 27 Aug 2024
Indoor scene recognition from images under visual corruptions Willams de Lima Costa Raul Ismayilov Nicola Strisciuglio Estefania Talavera Martinez 24 1 0 23 Aug 2024
Leveraging Information Consistency in Frequency and Spatial Domain for Adversarial Attacks Zhibo Jin Jiayu Zhang Zhiyu Zhu Xinyi Wang Yiyun Huang Huaming Chen AAML 34 1 0 22 Aug 2024
Robotic Eye-in-hand Visual Servo Axially Aligning Nasopharyngeal Swabs with the Nasal Cavity Peter Q. Lee John S. Zelek Katja Mombaur 18 1 0 22 Aug 2024
Enhanced Infield Agriculture with Interpretable Machine Learning Approaches for Crop Classification Sudi Murindanyi Joyce Nakatumba-Nabende Rahman Sanya Rose Nakibuule Andrew Katumba VLM 25 0 0 22 Aug 2024
Assessing the Uncertainty and Robustness of Object Detection Models for Detecting Stickers on Laptops Chengjie Lu Jiahui Wu Shaukat Ali Mikkel Labori Olsen UQCV 30 1 0 22 Aug 2024
Toward Enhancing Vehicle Color Recognition in Adverse Conditions: A Dataset and Benchmark Gabriel E. Lima Rayson Laroca Eduardo Santos Eduil Nascimento Jr. David Menotti 31 1 0 21 Aug 2024
MPGNet: Learning Move-Push-Grasping Synergy for Target-Oriented Grasping in Occluded Scenes Dayou Li Chenkun Zhao Shuo Yang Ran Song Xiaolei Li Wei Zhang 16 2 0 20 Aug 2024
Generating Automatically Print/Scan Textures for Morphing Attack Detection Applications Juan E. Tapia Maximilian Russo Christoph Busch 46 1 0 18 Aug 2024
H2PIPE: High throughput CNN Inference on FPGAs with High-Bandwidth Memory Mario Doumet Marius Stan Mathew Hall Vaughn Betz 13 1 0 17 Aug 2024
Towards Real-time Video Compressive Sensing on Mobile Devices Miao Cao Lishun Wang Huan Wang Guoqing Wang Xin Yuan 3DGS 18 0 0 14 Aug 2024
A lightweight YOLOv5-FFM model for occlusion pedestrian detection Xiangjie Luo Bo Shao Zhihao Cai Yingxun Wang 24 0 0 13 Aug 2024
RTF-Q: Efficient Unsupervised Domain Adaptation with Retraining-free Quantization Nanyang Du Chen Tang Yuxiao Jiang Yuan Meng Zhi Wang MQ 29 0 0 11 Aug 2024
Deeploy: Enabling Energy-Efficient Deployment of Small Language Models On Heterogeneous Microcontrollers Moritz Scherer Luka Macan Victor J. B. Jung Philip Wiese Luca Bompani Alessio Burrello Francesco Conti Luca Benini MoE 39 10 0 08 Aug 2024
CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications Tianfang Zhang Lei Li Yang Zhou Wentao Liu Chen Qian Xiangyang Ji ViT 28 11 0 07 Aug 2024
VizECGNet: Visual ECG Image Network for Cardiovascular Diseases Classification with Multi-Modal Training and Knowledge Distillation Ju-Hyeon Nam Seo-Hyung Park Su Jung Kim Sang-Chul Lee 19 0 0 06 Aug 2024
Pre-trained Encoder Inference: Revealing Upstream Encoders In Downstream Machine Learning Services Shaopeng Fu Xuexue Sun Ke Qing Tianhang Zheng Di Wang AAML MIACV SILM 53 0 0 05 Aug 2024
Private Collaborative Edge Inference via Over-the-Air Computation Selim F. Yilmaz Burak Hasircioglu Li Qiao Deniz Gunduz FedML 50 1 0 30 Jul 2024
DocXPand-25k: a large and diverse benchmark dataset for identity documents analysis Julien Lerouge Guillaume Betmont Thomas Bres Evgeny Stepankevich Alexis Berges 16 2 0 30 Jul 2024