Title
Efficient Temporally-Aware DeepFake Detection using H.264 Motion Vectors Peter Grönquist Yufan Ren Qingyi He Alessio Verardo Sabine Süsstrunk 21 0 0 17 Nov 2023
LiPar: A Lightweight Parallel Learning Model for Practical In-Vehicle Network Intrusion Detection Aiheng Zhang Kai Wang Bailing Wang Yulei Wu 6 0 0 14 Nov 2023
MetaMix: Meta-state Precision Searcher for Mixed-precision Activation Quantization Han-Byul Kim Joo Hyung Lee Sungjoo Yoo Hong-Seok Kim MQ 24 3 0 12 Nov 2023
Efficient Segmentation with Texture in Ore Images Based on Box-supervised Approach Guodong Sun Delong Huang Yuting Peng Lei Cheng Bo Wu Yang Zhang 29 2 0 10 Nov 2023
Deep learning in computed tomography pulmonary angiography imaging: a dual-pronged approach for pulmonary embolism detection Fabiha Bushra M. E. Chowdhury Rusab Sarmun Saidul Kabir Menatalla Said S. Zoghoul Adam Mushtak Israa Al-Hashimi Abdulrahman Alqahtani Anwarul Hasan 21 8 0 09 Nov 2023
MathNAS: If Blocks Have a Role in Mathematical Architecture Design Qinsi Wang Jinghan Ke Zhi Liang Sihai Zhang 25 0 0 08 Nov 2023
Perceptual Quality Improvement in Videoconferencing using Keyframes-based GAN Lorenzo Agnolucci L. Galteri Marco Bertini A. Bimbo 31 5 0 07 Nov 2023
SBCFormer: Lightweight Network Capable of Full-size ImageNet Classification at 1 FPS on Single Board Computers Xiangyong Lu Masanori Suganuma Takayuki Okatani 41 10 0 07 Nov 2023
Multi-view learning for automatic classification of multi-wavelength auroral images Qiuju Yang Hang Su Lili Liu Yixuan Wang Ze-Jun Hu 24 2 0 06 Nov 2023
CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference Wenxuan Zeng Meng Li Haichuan Yang Wen-jie Lu Runsheng Wang Ru Huang 23 6 0 03 Nov 2023
Efficient Symbolic Policy Learning with Differentiable Symbolic Expression Jiaming Guo Rui Zhang Shaohui Peng Qi Yi Xingui Hu ... Zidong Du Xishan Zhang Ling Li Qi Guo Yunji Chen OffRL 27 5 0 02 Nov 2023
PolyThrottle: Energy-efficient Neural Network Inference on Edge Devices Minghao Yan Hongyi Wang Shivaram Venkataraman 15 0 0 30 Oct 2023
Efficient Object Detection in Optical Remote Sensing Imagery via Attention-based Feature Distillation Pourya Shamsolmoali Jocelyn Chanussot Huiyu Zhou Yue Lu 39 5 0 28 Oct 2023
Restoring the Broken Covenant Between Compilers and Deep Learning Accelerators Sean Kinzer Soroush Ghodrati R. Mahapatra Byung Hoon Ahn Edwin Mascarenhas Xiaolong Li J. Matai Liang Zhang H. Esmaeilzadeh 25 2 0 27 Oct 2023
torchdistill Meets Hugging Face Libraries for Reproducible, Coding-Free Deep Learning Studies: A Case Study on NLP Yoshitomo Matsubara VLM 26 1 0 26 Oct 2023
Flow-Attention-based Spatio-Temporal Aggregation Network for 3D Mask Detection Yuxin Cao Yian Li Yumeng Zhu Derui Wang Minhui Xue CVBM 3DH 3DPC 21 2 0 25 Oct 2023
Yin Yang Convolutional Nets: Image Manifold Extraction by the Analysis of Opposites Augusto Seben da Rosa F. S. Oliveira A. S. Soares Arnaldo Cândido Júnior AAML 32 0 0 24 Oct 2023
Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models Florian Schmid Khaled Koutini Gerhard Widmer 18 11 0 24 Oct 2023
High-Fidelity Noise Reduction with Differentiable Signal Processing C. Steinmetz Thomas Walther Joshua D. Reiss 21 3 0 17 Oct 2023
MonoSKD: General Distillation Framework for Monocular 3D Object Detection via Spearman Correlation Coefficient Sen Wang Jin Zheng 60 3 0 17 Oct 2023
Matrix Compression via Randomized Low Rank and Low Precision Factorization R. Saha Varun Srivastava Mert Pilanci 26 19 0 17 Oct 2023
From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport Quentin Bouniot I. Redko Anton Mallasto Charlotte Laclau Karol Arndt Oliver Struckmeier Markus Heinonen Ville Kyrki Samuel Kaski 56 2 0 17 Oct 2023
RefConv: Re-parameterized Refocusing Convolution for Powerful ConvNets Zhicheng Cai Xiaohan Ding Qiu Shen Xun Cao 35 18 0 16 Oct 2023
The Road to On-board Change Detection: A Lightweight Patch-Level Change Detection Network via Exploring the Potential of Pruning and Pooling Lihui Xue Zhihao Wang Xueqian Wang Gang Li 41 1 0 16 Oct 2023
EfficientOCR: An Extensible, Open-Source Package for Efficiently Digitizing World Knowledge Tom Bryan Jacob Carlson Abhishek Arora Melissa Dell 31 8 0 16 Oct 2023
Towards Unified and Effective Domain Generalization Yiyuan Zhang Kaixiong Gong Xiaohan Ding Kaipeng Zhang Fangrui Lv Kurt Keutzer Xiangyu Yue AI4CE OOD FedML 35 4 0 16 Oct 2023
Neural network scoring for efficient computing Hugo Waltsburger Erwan Libessart Chengfang Ren A. Kolar R. Guinvarc’h 20 0 0 14 Oct 2023
Jointly-Learned Exit and Inference for a Dynamic Neural Network : JEI-DNN Florence Regol Joud Chataoui Mark J. Coates 29 6 0 13 Oct 2023
Strategies and impact of learning curve estimation for CNN-based image classification Laura Didyk Brayden Yarish Michael A. Beck C. Bidinosti Christopher J. Henry 19 0 0 12 Oct 2023
XIMAGENET-12: An Explainable AI Benchmark Dataset for Model Robustness Evaluation Qiang Li Dan Zhang Shengzhao Lei Xun Zhao Porawit Kamnoedboon WeiWei Li Junhao Dong Shuyan Li VLM 27 1 0 12 Oct 2023
Precise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs Julia Werner Christoph Gerum Moritz Reiber Jorg Nick Oliver Bringmann 13 3 0 11 Oct 2023
Enhancing Neural Architecture Search with Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices Alessio Burrello Matteo Risso Beatrice Alessandra Motetti Enrico Macii Luca Benini Daniele Jahier Pagliari 29 8 0 11 Oct 2023
Watt For What: Rethinking Deep Learning's Energy-Performance Relationship Shreyank N. Gowda Xinyue Hao Gen Li Laura Sevilla-Lara Shashank Narayana Gowda HAI 13 10 0 10 Oct 2023
Adversarial Masked Image Inpainting for Robust Detection of Mpox and Non-Mpox Yubiao Yue Zhenzhang Li MedIm 13 0 0 10 Oct 2023
Unleashing the power of Neural Collapse for Transferability Estimation Yuhe Ding Bo Jiang Lijun Sheng Aihua Zheng Jian Liang CVBM 35 1 0 09 Oct 2023
Lightweight Full-Convolutional Siamese Tracker Yunfeng Li Bo Wang Xueyi Wu Zhuoyan Liu Ye Li 25 9 0 09 Oct 2023
What do larger image classifiers memorise? Michal Lukasik Vaishnavh Nagarajan A. S. Rawat A. Menon Sanjiv Kumar 30 5 0 09 Oct 2023
FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning Peiran Xu Zeyu Wang Jieru Mei Liangqiong Qu Alan L. Yuille Cihang Xie Yuyin Zhou FedML 27 1 0 06 Oct 2023
Improving classifier decision boundaries using nearest neighbors Johannes Schneider AAML 35 0 0 05 Oct 2023
Visual inspection for illicit items in X-ray images using Deep Learning Ioannis Mademlis Georgios Batsis Adamantia Anna Rebolledo Chrysochoou Georgios Th. Papadopoulos 15 4 0 05 Oct 2023
Hybrid Inception Architecture with Residual Connection: Fine-tuned Inception-ResNet Deep Learning Model for Lung Inflammation Diagnosis from Chest Radiographs Mehdi Neshat Muktar Ahmed Hossein Askari M. Thilakaratne Seyedali Mirjalili 16 20 0 04 Oct 2023
An evaluation of pre-trained models for feature extraction in image classification Erick da Silva Puls M. V. Todescato J. Carbonera CLIP VLM 25 10 0 03 Oct 2023
The Sparsity Roofline: Understanding the Hardware Limits of Sparse Neural Networks Cameron Shinn Collin McCarthy Saurav Muralidharan Muhammad Osama John Douglas Owens 16 2 0 30 Sep 2023
SimLVSeg: Simplifying Left Ventricular Segmentation in 2D+Time Echocardiograms with Self- and Weakly-Supervised Learning F. Maani Asim Ukaye Nada Saadi Numan Saeed Mohammad Yaqub 129 1 0 30 Sep 2023
ResBit: Residual Bit Vector for Categorical Values Masane Fuchi Amar Zanashir Si-Qing Chen Tomohiro Takagi 16 1 0 29 Sep 2023
MEM: Multi-Modal Elevation Mapping for Robotics and Learning Diogo S. Carvalho Jonas Frey Takahiro Miki Francisco S. Melo Marco Hutter 36 17 0 28 Sep 2023
Deep Single Models vs. Ensembles: Insights for a Fast Deployment of Parking Monitoring Systems A. G. Hochuli J. P. Barddal Gillian Cezar Palhano Leonardo Matheus Mendes Paulo Ricardo Lisboa de Almeida UQCV 26 2 0 28 Sep 2023
Parameter-Saving Adversarial Training: Reinforcing Multi-Perturbation Robustness via Hypernetworks Huihui Gong Minjing Dong Siqi Ma S. Çamtepe Surya Nepal Chang Xu AAML OOD 20 1 0 28 Sep 2023
Convolutional Networks with Oriented 1D Kernels Alexandre Kirchmeyer Jia Deng 8 3 0 27 Sep 2023
Species196: A One-Million Semi-supervised Dataset for Fine-grained Species Recognition W. He Kai Han Ying Nie Chengcheng Wang Yunhe Wang VLM 48 6 0 25 Sep 2023