Title
SeKron: A Decomposition Method Supporting Many Factorization Structures Marawan Gamal Abdel Hameed A. Mosleh Marzieh S. Tahaei V. Nia 29 1 0 12 Oct 2022
Deep Learning for Iris Recognition: A Survey Kien X. Nguyen Hugo Proencca F. Alonso-Fernandez VLM 3DV 41 50 0 12 Oct 2022
Curved Representation Space of Vision Transformers Juyeop Kim Junha Park Songkuk Kim Jongseok Lee ViT 41 6 0 11 Oct 2022
Large-to-small Image Resolution Asymmetry in Deep Metric Learning Pavel Suma Giorgos Tolias 39 5 0 11 Oct 2022
PP-StructureV2: A Stronger Document Analysis System Chenxia Li Ruoyu Guo Jun Zhou Mengtao An Yuning Du Lingfeng Zhu Yi Liu Xiaoguang Hu Dianhai Yu 57 22 0 11 Oct 2022
Neighbourhood Representative Sampling for Efficient End-to-end Video Quality Assessment Haoning Wu Chaofeng Chen Liang Liao Jingwen Hou Wenxiu Sun Qiong Yan Liang Feng Weisi Lin 64 44 0 11 Oct 2022
Stimulative Training of Residual Networks: A Social Psychology Perspective of Loafing Peng Ye Shengji Tang Baopu Li Tao Chen Wanli Ouyang 31 13 0 09 Oct 2022
Sequential Ensembling for Semantic Segmentation Rawal Khirodkar Brandon A. Smith Siddhartha Chandra Amit Agrawal A. Criminisi 42 2 0 08 Oct 2022
Inference Latency Prediction at the Edge Zhuojin Li Marco Paolieri L. Golubchik 29 3 0 06 Oct 2022
Generalization Properties of Retrieval-based Models Soumya Basu A. S. Rawat Manzil Zaheer 39 6 0 06 Oct 2022
MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models Chenglin Yang Siyuan Qiao Qihang Yu Xiaoding Yuan Yukun Zhu Alan Yuille Hartwig Adam Liang-Chieh Chen ViT MoE 44 60 0 04 Oct 2022
Toward Edge-Efficient Dense Predictions with Synergistic Multi-Task Neural Architecture Search Thanh Tien Vu Yan-Quan Zhou Chun-Yung Wen Yueqi Li Jan-Michael Frahm 46 4 0 04 Oct 2022
Domain Discrepancy Aware Distillation for Model Aggregation in Federated Learning Shangchao Su Bin Li Xiangyang Xue FedML 36 1 0 04 Oct 2022
A Smart Recycling Bin Using Waste Image Classification At The Edge Xueying Li R. Grammenos 18 1 0 02 Oct 2022
EAPruning: Evolutionary Pruning for Vision Transformers and CNNs Qingyuan Li Bo Zhang Xiangxiang Chu ViT VLM 27 3 0 01 Oct 2022
Impact of Face Image Quality Estimation on Presentation Attack Detection Carlos Aravena Diego Pasmino Juan E. Tapia Christoph Busch CVBM 35 5 0 30 Sep 2022
Two-headed eye-segmentation approach for biometric identification Wiktor Lazarski Maciej Ziȩba T. Jeanneau Tobias Zillig Christian Brendel 43 2 0 30 Sep 2022
Convolutional Neural Networks Quantization with Attention Binyi Wu Bernd Waschneck Christian Mayr MQ 24 1 0 30 Sep 2022
PointPillars Backbone Type Selection For Fast and Accurate LiDAR Object Detection K. Lis T. Kryjak 3DPC 29 5 0 30 Sep 2022
MobileViTv3: Mobile-Friendly Vision Transformer with Simple and Effective Fusion of Local, Global and Input Features S. Wadekar Abhishek Chaurasia ViT 106 89 0 30 Sep 2022
Searching a High-Performance Feature Extractor for Text Recognition Network Hui Zhang Quanming Yao James T. Kwok X. Bai 30 7 0 27 Sep 2022
Raising the Bar on the Evaluation of Out-of-Distribution Detection Jishnu Mukhoti Tsung-Yu Lin Bor-Chun Chen Ashish Shah Philip Torr P. Dokania Ser-Nam Lim OODD 21 4 0 24 Sep 2022
MLGWSC-1: The first Machine Learning Gravitational-Wave Search Mock Data Challenge Marlin B. Schäfer O. Zelenka A. Nitz He Wang Shichao Wu ... Bernd Brügmann E. Cuoco Eliu A. Huerta C. Messenger F. Ohme 21 26 0 22 Sep 2022
Deep Learning on Home Drone: Searching for the Optimal Architecture Alaa Maalouf Yotam Gurfinkel Barak Diker O. Gal Daniela Rus Dan Feldman 32 5 0 21 Sep 2022
Omni-Dimensional Dynamic Convolution Chao Li Aojun Zhou Anbang Yao 48 228 0 16 Sep 2022
LO-Det: Lightweight Oriented Object Detection in Remote Sensing Images Zhanchao Huang Wei Li X. Xia Hao Wang F. Jie R. Tao ObjD 44 51 0 16 Sep 2022
Multi-time Predictions of Wildfire Grid Map using Remote Sensing Local Data Hyung-Jin Yoon P. Voulgaris 14 3 0 15 Sep 2022
On-Device Domain Generalization Kaiyang Zhou Yuanhan Zhang Yuhang Zang Jingkang Yang Chen Change Loy Ziwei Liu OOD 35 6 0 15 Sep 2022
Neural Networks Reduction via Lumping Dalila Ressi Riccardo Romanello S. Rossi Carla Piazza 38 4 0 15 Sep 2022
VS-CAM: Vertex Semantic Class Activation Mapping to Interpret Vision Graph Neural Network Zhenpeng Feng Xiyang Cui Hongbing Ji Mingzhe Zhu Ljubisa Stankovic 40 11 0 15 Sep 2022
NAAP-440 Dataset and Baseline for Neural Architecture Accuracy Prediction Tal Hakim 36 1 0 14 Sep 2022
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification K. Prokofiev V. Sovrasov VLM 34 9 0 14 Sep 2022
Analysis of Quantization on MLP-based Vision Models Lingran Zhao Zhen Dong Kurt Keutzer MQ 32 7 0 14 Sep 2022
Borch: A Deep Universal Probabilistic Programming Language Lewis Belcher Johan Gudmundsson Michael Green BDL AI4CE UQCV 28 0 0 13 Sep 2022
Moving from 2D to 3D: volumetric medical image classification for rectal cancer staging Joohyun Lee J. Oh Inkyu Shin You-sung Kim D. Sohn Tae-Sung Kim In So Kweon MedIm 32 4 0 13 Sep 2022
DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization Zheqi Lv Wenqiao Zhang Shengyu Zhang Kun Kuang Feng Wang ... Zhengyu Chen T. Shen Hongxia Yang Bengchin Ooi Fei Wu 52 52 0 12 Sep 2022
Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision Laurent Valentin Jospin Hamid Laga F. Boussaïd Bennamoun 38 1 0 12 Sep 2022
Generalization in Neural Networks: A Broad Survey Chris Rohlfs OOD AI4CE 21 6 0 04 Sep 2022
A comprehensive survey on recent deep learning-based methods applied to surgical data Mansoor Ali Rafael Martinez Garcia Peña Gilberto Ochoa-Ruiz Sharib Ali 37 6 0 03 Sep 2022
A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning Trung Thanh Nguyen Hoang D. Nguyen T. Nguyen H. Pham Ichiro Ide Phi Le Nguyen 22 3 0 02 Sep 2022
Predictive GAN-powered Multi-Objective Optimization for Hybrid Federated Split Learning Benshun Yin Zhiyong Chen M. Tao FedML 77 23 0 02 Sep 2022
You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms Xiangzhong Luo Di Liu Hao Kong Shuo Huai Hui Chen Weichen Liu 41 9 0 30 Aug 2022
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions Arezou Pakzad Kumar Abhishek Ghassan Hamarneh 35 17 0 29 Aug 2022
Light-YOLOv5: A Lightweight Algorithm for Improved YOLOv5 in Complex Fire Scenarios Hao Xu Bo Li Fei Zhong 24 52 0 29 Aug 2022
VMFormer: End-to-End Video Matting with Transformer Jiacheng Li Vidit Goel Marianna Ohanyan Shant Navasardyan Yunchao Wei Humphrey Shi ViT 38 18 0 26 Aug 2022
Hardware-aware mobile building block evaluation for computer vision Maxim Bonnaerens Matthias Anton Freiberger Marian Verhelst J. Dambre 30 1 0 26 Aug 2022
Uncertainty Guided Depth Fusion for Spike Camera Jianing Li Jiaming Liu Xi Wei Jiyuan Zhang Ming Lu Lei Ma Li Du Tiejun Huang Shanghang Zhang 3DH MDE 32 1 0 26 Aug 2022
Efficient ML Models for Practical Secure Inference Vinod Ganesan Anwesh Bhattacharya Pratyush Kumar Divya Gupta Rahul Sharma Nishanth Chandran MedIm 59 5 0 26 Aug 2022
SONAR: Joint Architecture and System Optimization Search Elias Jääsaari Michelle Ma Ameet Talwalkar Tianqi Chen 43 1 0 25 Aug 2022
Efficient Heterogeneous Video Segmentation at the Edge J. Lin Siargey Pisarchyk Juhyun Lee David Tian Tingbo Hou Karthik Raveendran Raman Sarokin George Sung Trent Tolley Matthias Grundmann 38 2 0 24 Aug 2022