Title
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection Tobias Clement Truong Thanh Hung Nguyen Mohamed Abdelaal Hung Cao 20 1 0 18 Jan 2024
Meme-ingful Analysis: Enhanced Understanding of Cyberbullying in Memes Through Multimodal Explanations Prince Jha Krishanu Maity Raghav Jain Apoorv Verma Sriparna Saha P. Bhattacharyya 33 7 0 18 Jan 2024
Land Cover Image Classification Antonio Rangel Juan R. Terven Diana-Margarita Córdova-Esparza E. A. Chavez-Urbiola 16 2 0 17 Jan 2024
U-DIADS-Bib: a full and few-shot pixel-precise dataset for document layout analysis of ancient manuscripts Silvia Zottin Axel De Nardin E. Colombi C. Piciarelli Filippo Pavan G. Foresti 21 7 0 16 Jan 2024
Pedestrian Detection in Low-Light Conditions: A Comprehensive Survey Bahareh Ghari Ali Tourani A. Shahbahrami Georgi Gaydadjiev 24 15 0 15 Jan 2024
Combining Image- and Geometric-based Deep Learning for Shape Regression: A Comparison to Pixel-level Methods for Segmentation in Chest X-Ray Ron Keuth Mattias P. Heinrich MedIm 36 1 0 15 Jan 2024
Harnessing Deep Learning and Satellite Imagery for Post-Buyout Land Cover Mapping Hakan T. Otal Elyse M. Zavar S. B. Binder Alex Greer M. A. Canbaz AI4CE 11 1 0 15 Jan 2024
A Strong Inductive Bias: Gzip for binary image classification Marco Scilipoti Marina Fuster Rodrigo Ramele 11 0 0 14 Jan 2024
UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer Ji Liu Dehua Tang Yuanxian Huang Li Lyna Zhang Xiaocheng Zeng ... Jinzhang Peng Yu-Chiang Frank Wang Fan Jiang Lu Tian Ashish Sirasao ViT 29 7 0 12 Jan 2024
Phase-shifted remote photoplethysmography for estimating heart rate and blood pressure from facial video Gyutae Hwang Sang Jun Lee 35 1 0 09 Jan 2024
Novel End-to-End Production-Ready Machine Learning Flow for Nanolithography Modeling and Correction Mohamed S. E. Habib Hossam A. H. Fahmy M. Abu-ElYazeed 16 0 0 04 Jan 2024
Real-and-Present: Investigating the Use of Life-Size 2D Video Avatars in HMD-Based AR Teleconferencing Xuanyu Wang Weizhan Zhang Christian Sandor Hongbo Fu 6 2 0 04 Jan 2024
Retraining-free Model Quantization via One-Shot Weight-Coupling Learning Chen Tang Yuan Meng Jiacheng Jiang Shuzhao Xie Rongwei Lu Xinzhu Ma Zhi Wang Wenwu Zhu MQ 24 8 0 03 Jan 2024
Deep Learning-Based Computational Model for Disease Identification in Cocoa Pods (Theobroma cacao L.) Darlyn Buenano Vera Byron Oviedo Washington Chiriboga Casanova Cristian Zambrano-Vega 13 2 0 02 Jan 2024
One-Shot Multi-Rate Pruning of Graph Convolutional Networks H. Sahbi 33 0 0 29 Dec 2023
ClST: A Convolutional Transformer Framework for Automatic Modulation Recognition by Knowledge Distillation Dongbin Hou Lixin Li Wensheng Lin Junli Liang Zhu Han 16 3 0 29 Dec 2023
LEFL: Low Entropy Client Sampling in Federated Learning Waqwoya Abebe J. P. Muñoz Ali Jannesari FedML 17 0 0 29 Dec 2023
ROI-Aware Multiscale Cross-Attention Vision Transformer for Pest Image Identification Ga-Eun Kim Chang-Hwan Son 29 1 0 28 Dec 2023
SuperServe: Fine-Grained Inference Serving for Unpredictable Workloads Alind Khare Dhruv Garg Sukrit Kalra Snigdha Grandhi Ion Stoica Alexey Tumanov 31 3 0 27 Dec 2023
State-of-the-Art in Nudity Classification: A Comparative Analysis Fatih Çagatay Akyön A. Temi̇zel 16 3 0 26 Dec 2023
Self-Supervised Learning for Few-Shot Bird Sound Classification Ilyass Moummad Romain Serizel Nicolas Farrugia SSL 15 9 0 25 Dec 2023
DMC4ML: Data Movement Complexity for Machine Learning Chen Ding Christopher Kanan Dylan McKellips Toranosuke Ozawa Arian Shahmirza Wesley Smith 18 0 0 22 Dec 2023
Explainable Multimodal Sentiment Analysis on Bengali Memes Kazi Toufique Elahi Tasnuva Binte Rahman Shakil Shahriar Samir Sarker Sajib Kumar Saha Joy Faisal Muhammad Shah 25 1 0 20 Dec 2023
Find the Lady: Permutation and Re-Synchronization of Deep Neural Networks Carl De Sousa Trias Mihai P. Mitrea A. Fiandrotti Marco Cagnazzo Sumanta Chaudhuri Enzo Tartaglione 11 1 0 19 Dec 2023
Evaluation of Barlow Twins and VICReg self-supervised learning for sound patterns of bird and anuran species Fábio Felix Dias M. Ponti Mílton Cezar Ribeiro R. Minghim SSL 21 0 0 18 Dec 2023
ESDMR-Net: A Lightweight Network With Expand-Squeeze and Dual Multiscale Residual Connections for Medical Image Segmentation Tariq Mahmood Khan Syed S. Naqvi Erik H. W. Meijering 34 6 0 17 Dec 2023
Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis Pietro Bonazzi Yawei Li Sizhen Bian Michele Magno 17 0 0 15 Dec 2023
Efficient speech detection in environmental audio using acoustic recognition and knowledge distillation Drew Priebe Burooj Ghani Dan Stowell 9 5 0 14 Dec 2023
Cooperative Learning for Cost-Adaptive Inference Xingli Fang Richard M. Bradford Jung-Eun Kim 32 1 0 13 Dec 2023
Toward Real World Stereo Image Super-Resolution via Hybrid Degradation Model and Discriminator for Implied Stereo Image Information Yuanbo Zhou Yuyang Xue Jiang Bi Wenlin He Xinlin Zhang ... Wei Deng Ruofeng Nie Junlin Lan Qinquan Gao Tong Tong 42 1 0 13 Dec 2023
Medical Image Classification Using Transfer Learning and Chaos Game Optimization on the Internet of Medical Things Alhassan Mabrouk Abdelghani Dahou M. A. Abd Elaziz R. D. Díaz Redondo Mohammed Kayed 19 19 0 12 Dec 2023
Performance Characterization of Containerized DNN Training and Inference on Edge Accelerators Prashanthi S.K. Vinayaka Hegde Keerthana Patchava Ankita Das Yogesh L. Simmhan 19 1 0 12 Dec 2023
EdgeSAM: Prompt-In-the-Loop Distillation for On-Device Deployment of SAM Chong Zhou Xiangtai Li Chen Change Loy Bo Dai VLM 30 44 0 11 Dec 2023
Spatial-wise Dynamic Distillation for MLP-like Efficient Visual Fault Detection of Freight Trains Yang Zhang Huilin Pan Mingying Li An-Chi Wang Yang Zhou Hongliang Ren 23 1 0 10 Dec 2023
Model Evaluation for Domain Identification of Unknown Classes in Open-World Recognition: A Proposal Gusti Ahmad Fanshuri Alfarisy O. A. Malik Ong Wee Hong 11 0 0 09 Dec 2023
Fine-tuning vision foundation model for crack segmentation in civil infrastructures Kang Ge Chen Wang Yutao Guo Yansong Tang Zhenzhong Hu Hongbing Chen VLM 25 22 0 07 Dec 2023
Implicit Learning of Scene Geometry from Poses for Global Localization Mohammad Altillawi Shile Li Sai Manoj Prakhya Ziyuan Liu Joan Serrat SSL 17 2 0 04 Dec 2023
VREM-FL: Mobility-Aware Computation-Scheduling Co-Design for Vehicular Federated Learning Luca Ballotta Nicolò Dal Fabbro Giovanni Perin Luca Schenato Michele Rossi Giuseppe Piro 44 1 0 30 Nov 2023
Combined Scheduling, Memory Allocation and Tensor Replacement for Minimizing Off-Chip Data Accesses of DNN Accelerators Yi Li Aarti Gupta Sharad Malik 8 1 0 30 Nov 2023
Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic Segmentation Yu Zheng Guangming Wang Jiuming Liu Marc Pollefeys Hesheng Wang 3DPC 32 2 0 29 Nov 2023
Typhoon Intensity Prediction with Vision Transformer Huanxin Chen Pengshuai Yin Huichou Huang Qingyao Wu Ruirui Liu Xiatian Zhu 22 0 0 28 Nov 2023
Efficient Rehearsal Free Zero Forgetting Continual Learning using Adaptive Weight Modulation Yonatan Sverdlov Shimon Ullman 23 0 0 26 Nov 2023
Improvements in Interlayer Pipelining of CNN Accelerators Using Genetic Algorithms Mark Horeni Siddharth Joshi 30 0 0 20 Nov 2023
Efficient Neural Networks for Tiny Machine Learning: A Comprehensive Review M. Lê Pierre Wolinski Julyan Arbel 34 8 0 20 Nov 2023
Masked Autoencoders Are Robust Neural Architecture Search Learners Yiming Hu Xiangxiang Chu Bo-Wen Zhang OOD 37 0 0 20 Nov 2023
PMP-Swin: Multi-Scale Patch Message Passing Swin Transformer for Retinal Disease Classification Zhihan Yang Zhiming Cheng Tengjin Weng Shucheng He Yaqi Wang Xin Ye Shuai Wang MedIm 11 1 0 20 Nov 2023
Multi-Task Faces (MTF) Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks Rami Haffar David Sánchez J. Domingo-Ferrer CVBM 27 0 0 20 Nov 2023
ECLM: Efficient Edge-Cloud Collaborative Learning with Continuous Environment Adaptation Zhuang Yan Zhenzhe Zheng Yunfeng Shao Bingshuai Li Fan Wu Guihai Chen 22 3 0 18 Nov 2023
EdgeFM: Leveraging Foundation Model for Open-set Learning on the Edge Bufang Yang Lixing He Neiwen Ling Zhenyu Yan Guoliang Xing Xian Shuai Xiaozhe Ren Xin Jiang 45 20 0 18 Nov 2023
Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction Mohamed El Amine Elforaici E. Montagnon Francisco Perdigon Romero W. Le F. Azzi Dominique Trudel Bich Nguyen Simon Turcotte An Tang Samuel Kadoury MedIm 33 2 0 17 Nov 2023