Title
SHLE: Devices Tracking and Depth Filtering for Stereo-based Height Limit Estimation Zhaoxin Fan Kaixing Yang Hao Fei Zhenbo Song Hongyan Liu Jun He 23 0 0 22 Dec 2022
Revisiting Residual Networks for Adversarial Robustness: An Architectural Perspective Shihua Huang Zhichao Lu Kalyanmoy Deb Vishnu Boddeti OOD 26 42 0 21 Dec 2022
High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments Carol Xu M. Famouri Gautam Bathla M. Shafiee Alexander Wong 26 2 0 20 Dec 2022
RangeAugment: Efficient Online Augmentation with Range Learning Sachin Mehta Saeid Naderiparizi Fartash Faghri Maxwell Horton Lailin Chen Ali Farhadi Oncel Tuzel Mohammad Rastegari 26 6 0 20 Dec 2022
Input Normalized Stochastic Gradient Descent Training of Deep Neural Networks S. Atici Hongyi Pan Ahmet Enis Cetin ODL 16 0 0 20 Dec 2022
Atrous Space Bender U-Net (ASBU-Net/LogiNet) Anurag Bansal O. Ostap Miguel Maestre Trueba Kristopher Perry SSeg 21 0 0 16 Dec 2022
Using machine learning algorithms to determine the post-COVID state of a person by his rhythmogram Sergey V. Stasenko Andrey Kovalchuk Eremin Evgeny Natalya Zarechnova Maria Tsirkova S. Permyakov S. Parin S. Polevaya 30 7 0 16 Dec 2022
LOANet: A Lightweight Network Using Object Attention for Extracting Buildings and Roads from UAV Aerial Remote Sensing Images Xiaoxiang Han Yiman Liu Gang Liu Yuanjie Lin Qiaohong Liu 27 11 0 16 Dec 2022
Rethinking Vision Transformers for MobileNet Size and Speed Yanyu Li Ju Hu Yang Wen Georgios Evangelidis Kamyar Salahi Yanzhi Wang Sergey Tulyakov Jian Ren ViT 40 161 0 15 Dec 2022
Colab NAS: Obtaining lightweight task-specific convolutional neural networks following Occam's razor Andrea Mattia Garavagno D. Leonardis A. Frisoli 35 1 0 15 Dec 2022
Plastic Contaminant Detection in Aerial Imagery of Cotton Fields with Deep Learning Pappu K. Yadav J. Thomasson Robert G Hardin S. Searcy U. Braga-Neto ... R. Rodriguez Daniel E. Martin J. Enciso K. Meza Emma L. White 28 0 0 14 Dec 2022
Masked autoencoders are effective solution to transformer data-hungry Jia-ju Mao Honggu Zhou Xuesong Yin Binling Nie MedIm 40 6 0 12 Dec 2022
Multi-Sem Fusion: Multimodal Semantic Fusion for 3D Object Detection Shaoqing Xu Fang Li Dingfu Zhou Jin Fang Sifen Wang Liangjun Zhang 3DPC 35 9 0 10 Dec 2022
Dynamic Test-Time Augmentation via Differentiable Functions Shohei Enomoto Monikka Roslianna Busto Takeharu Eda OOD 51 5 0 09 Dec 2022
Deep Architectures for Content Moderation and Movie Content Rating Fatih Çagatay Akyön A. Temi̇zel 40 4 0 08 Dec 2022
RLSEP: Learning Label Ranks for Multi-label Classification Emine Dari V. B. Yesilkaynak Alican Mertan Gözde B. Ünal 19 0 0 08 Dec 2022
Label-free Knowledge Distillation with Contrastive Loss for Light-weight Speaker Recognition Zhiyuan Peng Xuanji He Ke Ding Tan Lee Guanglu Wan 17 6 0 06 Dec 2022
Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross Sections Alexander Gillert Giulia Resente A. Anadon‐Rosell M. Wilmking U. V. Lukas 42 8 0 06 Dec 2022
MobileTL: On-device Transfer Learning with Inverted Residual Blocks HungYueh Chiang N. Frumkin Feng Liang Diana Marculescu MQ 37 12 0 05 Dec 2022
CBNet: A Plug-and-Play Network for Segmentation-Based Scene Text Detection Xi Zhao Wei Feng Zheng Zhang Jing Lv Xin Zhu Zhangang Lin Jin Hu Jingping Shao 45 5 0 05 Dec 2022
Block Selection Method for Using Feature Norm in Out-of-distribution Detection Yeonguk Yu Sungho Shin Seongju Lee C. Jun Kyoobin Lee OODD 25 31 0 05 Dec 2022
Lightweight Facial Attractiveness Prediction Using Dual Label Distribution Shu Liu Enquan Huang Kexuan Wang Yan Xu Xiaoyan Kui Tao Lei Hongying Meng CVBM 29 2 0 04 Dec 2022
Make RepVGG Greater Again: A Quantization-aware Approach Xiangxiang Chu Liang Li Bo Zhang MQ 53 46 0 03 Dec 2022
PiPar: Pipeline Parallelism for Collaborative Machine Learning Zihan Zhang Philip Rodgers Peter Kilpatrick I. Spence Blesson Varghese FedML 48 3 0 01 Dec 2022
Semiconductor Defect Pattern Classification by Self-Proliferation-and-Attention Neural Network Yuanfu Yang Min Sun 44 6 0 01 Dec 2022
Part-based Face Recognition with Vision Transformers Zhonglin Sun Georgios Tzimiropoulos ViT 30 15 0 30 Nov 2022
AIO-P: Expanding Neural Performance Predictors Beyond Image Classification Keith G. Mills Di Niu Mohammad Salameh Weichen Qiu Fred X. Han Puyuan Liu Jialin Zhang Wei Lu Shangling Jui 40 7 0 30 Nov 2022
GENNAPE: Towards Generalized Neural Architecture Performance Estimators Keith G. Mills Fred X. Han Jialin Zhang Fabián A. Chudak A. Mamaghani Mohammad Salameh Wei Lu Shangling Jui Di Niu 29 4 0 30 Nov 2022
Quantization-aware Interval Bound Propagation for Training Certifiably Robust Quantized Neural Networks Mathias Lechner Dorde Zikelic K. Chatterjee T. Henzinger Daniela Rus AAML 16 2 0 29 Nov 2022
Receptive Field Refinement for Convolutional Neural Networks Reliably Improves Predictive Performance Mats L. Richter C. Pal 27 3 0 26 Nov 2022
Hand Guided High Resolution Feature Enhancement for Fine-Grained Atomic Action Segmentation within Complex Human Assemblies Matthew Kent Myers Nick Wright Stephen McGough Nicholas Martin 19 1 0 24 Nov 2022
Responsible Active Learning via Human-in-the-loop Peer Study Yu Cao Jingya Wang Baosheng Yu Dacheng Tao 25 0 0 24 Nov 2022
Self-Supervised Learning based on Heat Equation Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Youzuo Lin 29 4 0 23 Nov 2022
DAMO-YOLO : A Report on Real-Time Object Detection Design Xianzhe Xu Yiqi Jiang Weihua Chen Yi-Li Huang Yuanhang Zhang Xiuyu Sun ObjD 31 162 0 23 Nov 2022
Pruned Lightweight Encoders for Computer Vision Jakub Žádník M. Mäkitalo P. Jääskeläinen 13 1 0 23 Nov 2022
Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket Nianhui Guo Joseph Bethge Christoph Meinel Haojin Yang MQ 41 20 0 23 Nov 2022
GhostNetV2: Enhance Cheap Operation with Long-Range Attention Yehui Tang Kai Han Jianyuan Guo Chang Xu Chaoting Xu Yunhe Wang 22 270 0 23 Nov 2022
AugOp: Inject Transformation into Neural Operator Longqing Ye ViT 30 0 0 23 Nov 2022
A Graph-Based Method for Soccer Action Spotting Using Unsupervised Player Classification Alejandro Cartas C. Ballester G. Haro 38 8 0 22 Nov 2022
Explaining Image Classifiers with Multiscale Directional Image Representation Stefan Kolek Robert Windesheim Héctor Andrade-Loarca Gitta Kutyniok Ron Levie 29 4 0 22 Nov 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition Qibin Hou Cheng Lu Mingg-Ming Cheng Jiashi Feng ViT 36 129 0 22 Nov 2022
Learning Low-Rank Representations for Model Compression Zezhou Zhu Yucong Zhou Zhaobai Zhong SSL MQ 32 3 0 21 Nov 2022
Object-level 3D Semantic Mapping using a Network of Smart Edge Sensors Julian Hau S. Bultmann Sven Behnke 3DPC 26 4 0 21 Nov 2022
A Lightweight Domain Adaptive Absolute Pose Regressor Using Barlow Twins Objective Praveenbalaji Rajendran Quoc-Vinh Lai-Dang L. Vecchietti Dongsoo Har 22 1 0 20 Nov 2022
Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention at Vision Transformer Inference Haoran You Yunyang Xiong Xiaoliang Dai Bichen Wu Peizhao Zhang Haoqi Fan Peter Vajda Yingyan Lin 37 32 0 18 Nov 2022
Invariant Learning via Diffusion Dreamed Distribution Shifts Priyatham Kattakinda Alexander Levine S. Feizi DiffM 23 10 0 18 Nov 2022
SolderNet: Towards Trustworthy Visual Inspection of Solder Joints in Electronics Manufacturing Using Explainable Artificial Intelligence Hayden Gunraj P. Guerrier Sheldon Fernandez Alexander Wong 9 8 0 18 Nov 2022
Few-shot Learning for Multi-modal Social Media Event Filtering José Nascimento J. P. Cardenuto J. Yang Anderson de Rezende Rocha 22 3 0 16 Nov 2022
HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers Peiyan Dong Mengshu Sun Alec Lu Yanyue Xie Li-Yu Daisy Liu ... Xin Meng Zechao Li Xue Lin Zhenman Fang Yanzhi Wang ViT 38 63 0 15 Nov 2022
YORO -- Lightweight End to End Visual Grounding Chih-Hui Ho Srikar Appalaraju Bhavan A. Jasani R. Manmatha Nuno Vasconcelos ObjD 23 21 0 15 Nov 2022