Title
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey Guoping Xu Xiaxia Wang Xinglong Wu Xuesong Leng Yongchao Xu 3DPC 36 8 0 02 May 2024
Detecting and clustering swallow events in esophageal long-term high-resolution manometry Alexander Geiger Lars Wagner Daniel Rueckert Dirk Wilhelm A. Jell 21 0 0 02 May 2024
Poisoning Attacks on Federated Learning for Autonomous Driving Sonakshi Garg Hugo Jönsson Gustav Kalander Axel Nilsson Bhhaanu Pirange Viktor Valadi Johan Östman AAML 24 1 0 02 May 2024
On Improving the Algorithm-, Model-, and Data- Efficiency of Self-Supervised Learning Yunhao Cao Jianxin Wu 38 0 0 30 Apr 2024
EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision Yufeng Yang Adrian Kneip Charlotte Frenkel GNN 36 4 0 30 Apr 2024
Enhancing Action Recognition from Low-Quality Skeleton Data via Part-Level Knowledge Distillation Cuiwei Liu Youzhi Jiang Chong Du Zhaokui Li 21 5 0 28 Apr 2024
Weakly Supervised Training for Hologram Verification in Identity Documents Glen Pouliquen Guillaume Chiron Joseph Chazalon Thierry Géraud Ahmad-Montaser Awal 30 1 0 26 Apr 2024
Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques Ziliang Hong Debesh Jha Koushik Biswas Zheyu Zhang Yury Velichko ... Amir Borhani B. Turkbey A. Medetalibeyoğlu Gorkem Durak Ulas Bagci MedIm 24 1 0 25 Apr 2024
Real-Time Compressed Sensing for Joint Hyperspectral Image Transmission and Restoration for CubeSat Chih-Chung Hsu Chih-Yu Jian Eng-Shen Tu Chia-Ming Lee Guan-Lin Chen 21 7 0 24 Apr 2024
Revisiting Neural Networks for Continual Learning: An Architectural Perspective Aojun Lu Tao Feng Hangjie Yuan Xiaotian Song Yanan Sun 52 7 0 23 Apr 2024
FedTrans: Efficient Federated Learning via Multi-Model Transformation Yuxuan Zhu Jiachen Liu Mosharaf Chowdhury Fan Lai 41 0 0 21 Apr 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 44 1 0 18 Apr 2024
NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and Results Xin Li Kun Yuan Yajing Pei Yiting Lu Ming-hui Sun ... Kele Xu Qisheng Xu Tao Sun Zhi-Guo Ding Yuhan Hu 54 23 0 17 Apr 2024
GhostNetV3: Exploring the Training Strategies for Compact Models Zhenhua Liu Zhiwei Hao Kai Han Yehui Tang Yunhe Wang 32 16 0 17 Apr 2024
Supervised Contrastive Vision Transformer for Breast Histopathological Image Classification Mohammad Shiri Monalika Padma Reddy Jiangwen Sun MedIm 20 5 0 17 Apr 2024
MobileNetV4 - Universal Models for the Mobile Ecosystem Danfeng Qin Chas Leichner M. Delakis Marco Fornoni Shixin Luo ... Berkin Akin Vaibhav Aggarwal Tenghui Zhu Daniele Moro Andrew G. Howard MQ 28 86 0 16 Apr 2024
Lowering PyTorch's Memory Consumption for Selective Differentiation Samarth Bhatia Felix Dangel 16 1 0 15 Apr 2024
TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection for Efficient Diffusion Models Haojun Sun Chen Tang Zhi Wang Yuan Meng Jingyan Jiang Xinzhu Ma Wenwu Zhu MQ 31 5 0 15 Apr 2024
Advancing Forest Fire Prevention: Deep Reinforcement Learning for Effective Firebreak Placement Lucas Murray Tatiana Castillo Jaime Carrasco Andrés Weintraub Richard Weber Isaac Martín de Diego José Ramón González Jordi García-Gonzalo AI4CE 18 1 0 12 Apr 2024
Convolution-based Probability Gradient Loss for Semantic Segmentation Guohang Shan Shuangcheng Jia SSeg 59 0 0 10 Apr 2024
Accel-NASBench: Sustainable Benchmarking for Accelerator-Aware NAS Afzal Ahmad Linfeng Du Zhiyao Xie Wei Zhang 18 0 0 09 Apr 2024
CNN-based Game State Detection for a Foosball Table David Hagens Jan Knaup Elke Hergenröther Andreas Weinmann 17 0 0 08 Apr 2024
GPS-free Autonomous Navigation in Cluttered Tree Rows with Deep Semantic Segmentation Alessandro Navone Mauro Martini Marco Ambrosio Andrea Ostuni Simone Angarano Marcello Chiaberge 30 2 0 08 Apr 2024
Lightweight Deep Learning for Resource-Constrained Environments: A Survey Hou-I Liu Marco Galindo Hongxia Xie Lai-Kuan Wong Hong-Han Shuai Yung-Hui Li Wen-Huang Cheng 55 48 0 08 Apr 2024
Towards Efficient and Accurate CT Segmentation via Edge-Preserving Probabilistic Downsampling Shahzad Ali Y. Lee S. Park Won Young Tak Soon Ki Jung 46 0 0 05 Apr 2024
Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation Szymon Mazurek M. Pytlarz Sylwia Malec A. Crimi 31 0 0 03 Apr 2024
Ensemble Learning for Vietnamese Scene Text Spotting in Urban Environments Hieu Nguyen Cong-Hoang Ta Phuong-Thuy Le-Nguyen Minh-Triet Tran Trung-Truc Huynh-Le 34 0 0 01 Apr 2024
LAESI: Leaf Area Estimation with Synthetic Imagery Jacek Kaluzny Yannik Schreckenberg Karol Cyganik Peter Annighöfer Soren Pirk D. L. Michels Mikolaj Cieslak Farhah Assaad-Gerbert Bedrich Benes Wojciech Palubicki 3DV 41 3 0 31 Mar 2024
An FPGA-Based Reconfigurable Accelerator for Convolution-Transformer Hybrid EfficientViT Haikuo Shao Huihong Shi Wendong Mao Zhongfeng Wang 21 2 0 29 Mar 2024
Efficient Modulation for Vision Networks Xu Ma Xiyang Dai Jianwei Yang Bin Xiao Yinpeng Chen Yun Fu Lu Yuan 43 17 0 29 Mar 2024
Tiny Machine Learning: Progress and Futures Ji Lin Ligeng Zhu Wei-Ming Chen Wei-Chen Wang Song Han 52 51 0 28 Mar 2024
Illicit object detection in X-ray images using Vision Transformers Jorgen Cani Ioannis Mademlis Adamantia Anna Rebolledo Chrysochoou Georgios Th. Papadopoulos ViT 38 2 0 27 Mar 2024
Deep Learning Segmentation and Classification of Red Blood Cells Using a Large Multi-Scanner Dataset Mohamed Elmanna A. Elsafty Yomna Ahmed Muhammad Rushdi Ahmed Morsy 19 4 0 27 Mar 2024
EgoLifter: Open-world 3D Segmentation for Egocentric Perception Qiao Gu Zhaoyang Lv Duncan Frost Simon Green Julian Straub Chris Sweeney 3DGS EgoV 29 21 0 26 Mar 2024
Tiny Models are the Computational Saver for Large Models Qingyuan Wang B. Cardiff Antoine Frappé Benoît Larras Deepu John 41 2 0 26 Mar 2024
Deep Learning for Segmentation of Cracks in High-Resolution Images of Steel Bridges Andrii Kompanets Gautam Pai R. Duits Davide Leonetti Bert Snijder 40 1 0 26 Mar 2024
The Anatomy of Adversarial Attacks: Concept-based XAI Dissection Georgii Mikriukov Gesina Schwalbe Franz Motzkus Korinna Bade AAML 32 1 0 25 Mar 2024
Plaintext-Free Deep Learning for Privacy-Preserving Medical Image Analysis via Frequency Information Embedding Mengyu Sun Ziyuan Yang Maosong Ran Zhiwen Wang Hui Yu Yi Zhang 25 0 0 25 Mar 2024
PaPr: Training-Free One-Step Patch Pruning with Lightweight ConvNets for Faster Inference Tanvir Mahmud Burhaneddin Yaman Chun-Hao Liu Diana Marculescu 38 2 0 24 Mar 2024
Set-membership target search and tracking within an unknown cluttered area using cooperating UAVs equipped with vision systems Maxime Zagar L. Meyer M. Kieffer H. Piet-Lahanier 40 1 0 22 Mar 2024
SynerMix: Synergistic Mixup Solution for Enhanced Intra-Class Cohesion and Inter-Class Separability in Image Classification Ye Xu Ya Gao Xiaorong Qiu Yang Chen Ying Ji 32 0 0 21 Mar 2024
EffiPerception: an Efficient Framework for Various Perception Tasks Xinhao Xiang Simon Dräger Jiawei Zhang VLM 35 0 0 18 Mar 2024
CPA-Enhancer: Chain-of-Thought Prompted Adaptive Enhancer for Object Detection under Unknown Degradations Yuwei Zhang Yan Wu Yanming Liu Xinyue Peng 49 5 0 17 Mar 2024
When Training-Free NAS Meets Vision Transformer: A Neural Tangent Kernel Perspective Qiqi Zhou Yichen Zhu ViT 16 1 0 15 Mar 2024
Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search Hongyuan Yu Cheng Wan Mengchen Liu Dongdong Chen Bin Xiao Xiyang Dai Yan Huang Yuan Lu Liang Wang 71 5 0 15 Mar 2024
Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds Ilyass Moummad Nicolas Farrugia Romain Serizel Jérémy S. P. Froidevaux Vincent Lostanlen 35 1 0 14 Mar 2024
depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchers Kaichao You Runsheng Bai Meng Cao Jianmin Wang Ion Stoica Mingsheng Long VLM 33 0 0 14 Mar 2024
CART: Caltech Aerial RGB-Thermal Dataset in the Wild Connor T. Lee Matthew O. Anderson Nikhil Raganathan Xingxing Zuo Kevin Do Georgia Gkioxari Soon-Jo Chung 40 7 0 13 Mar 2024
Using Deep Learning for Morphological Classification in Pigs with a Focus on Sanitary Monitoring Eduardo Bedin Junior Silva Souza G. Higa Alexandre Pereira Charles Kiefer Newton Loebens H. Pistori 14 0 0 13 Mar 2024
Equipping Computational Pathology Systems with Artifact Processing Pipelines: A Showcase for Computation and Performance Trade-offs Neel Kanwal Farbod Khoraminia Umay Kiraz Andrés Mosquera-Zamudio Carlos Monteagudo Emiel A. M. Janssen T. Zuiverloon Chunmig Rong K. Engan MoE 38 4 0 12 Mar 2024