Title
Energy-Latency Attacks to On-Device Neural Networks via Sponge Poisoning Zijian Wang Shuo Huang Yu-Jen Huang Helei Cui SILM 27 10 0 06 May 2023
Text Reading Order in Uncontrolled Conditions by Sparse Graph Segmentation Renshen Wang Yasuhisa Fujii Alessandro Bissacco GNN 30 6 0 04 May 2023
Conditional and Residual Methods in Scalable Coding for Humans and Machines Anderson de Andrade Alon Harell Yalda Foroutan Ivan V. Bajić 28 2 0 04 May 2023
Stimulative Training++: Go Beyond The Performance Limits of Residual Networks XinYu Piao Tong He DoangJoo Synn Baopu Li Tao Chen Lei Bai Jong-Kook Kim 52 4 0 04 May 2023
Dynamic Sparse Training with Structured Sparsity Mike Lasby A. Golubeva Utku Evci Mihai Nica Yani Andrew Ioannou 36 19 0 03 May 2023
Illicit item detection in X-ray images for security applications Georgios Batsis Ioannis Mademlis Georgios Th. Papadopoulos 32 4 0 03 May 2023
Emotions Beyond Words: Non-Speech Audio Emotion Recognition With Edge Computing Ibrahim Malik S. Latif Sanaullah Manzoor Muhammad Usama Junaid Qadir Raja Jurdak 28 3 0 01 May 2023
File Fragment Classification using Light-Weight Convolutional Neural Networks Mustafa Ghaleb K. Saaim Muhamad Felemban S. Al-Saleh Ahmad S. Al-Mulhem 28 1 0 01 May 2023
Revealing Similar Semantics Inside CNNs: An Interpretable Concept-based Comparison of Feature Spaces Georgii Mikriukov Gesina Schwalbe Christian Hellert Korinna Bade 26 2 0 30 Apr 2023
Representation Matters: The Game of Chess Poses a Challenge to Vision Transformers Johannes Czech Jannis Blüml Kristian Kersting ViT 58 0 0 28 Apr 2023
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability Georgii Mikriukov Gesina Schwalbe Christian Hellert Korinna Bade FAtt 33 8 0 28 Apr 2023
TorchBench: Benchmarking PyTorch with High API Surface Coverage Yueming Hao Xu Zhao Bin Bao David Berard William Constable Adnan Aziz Xu Liu 38 5 0 27 Apr 2023
Advancing Ischemic Stroke Diagnosis: A Novel Two-Stage Approach for Blood Clot Origin Identification Koushik Sivarama Krishnan P. J. J. Nikesh Swathi Gnanasekar Karthik Sivarama Krishnan 29 0 0 26 Apr 2023
Compensation Learning in Semantic Segmentation Timo Kaiser Christoph Reinders Bodo Rosenhahn NoLa 40 3 0 26 Apr 2023
Flickr-PAD: New Face High-Resolution Presentation Attack Detection Database Diego Pasmino Carlos Aravena Juan Tapia Christoph Busch AAML CVBM 19 2 0 25 Apr 2023
Retinal Vessel Segmentation via a Multi-resolution Contextual Network and Adversarial Learning T. M. Khan Syed S. Naqvi A. Robles-Kelly Imran Razzak MedIm 37 36 0 25 Apr 2023
Distilling from Similar Tasks for Transfer Learning on a Budget Kenneth Borup Cheng Perng Phoo Bharath Hariharan 30 2 0 24 Apr 2023
Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-time Mobile Telepresence Y. Fu Yuecheng Li Chenghui Li Jason M. Saragih Peizhao Zhang Xiaoliang Dai Yingyan Lin 3DH 48 2 0 24 Apr 2023
LayerNAS: Neural Architecture Search in Polynomial Complexity Yicheng Fan Dana Alon Jingyue Shen Daiyi Peng Keshav Kumar Yun Long Xin Wang Fotis Iliopoulos Da-Cheng Juan Erik Vee 41 2 0 23 Apr 2023
eWaSR -- an embedded-compute-ready maritime obstacle detection network Matija Tersek Lojze Žust Matej Kristan 27 9 0 21 Apr 2023
Fast GraspNeXt: A Fast Self-Attention Neural Network Architecture for Multi-task Learning in Computer Vision Tasks for Robotic Grasping on the Edge Alexander Wong Yifan Wu Saad Abbasi Saeejith Nair Yuhao Chen M. Shafiee 31 14 0 21 Apr 2023
Can GPT-4 Perform Neural Architecture Search? Mingkai Zheng Xiu Su Shan You Fei Wang Chao Qian Chang Xu Samuel Albanie ELM 52 59 0 21 Apr 2023
DeepReShape: Redesigning Neural Networks for Efficient Private Inference N. Jha Brandon Reagen 36 10 0 20 Apr 2023
Autonomous Navigation in Rows of Trees and High Crops with Deep Semantic Segmentation Alessandro Navone Mauro Martini Andrea Ostuni Simone Angarano Marcello Chiaberge 13 5 0 18 Apr 2023
Neural Architecture Search for Visual Anomaly Segmentation Tommie Kerssies Joaquin Vanschoren 14 3 0 18 Apr 2023
OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images Bingchen Zhao Jiahao Wang Wufei Ma Artur Jesslen Si-Jia Yang Shaozuo Yu O. Zendel Christian Theobalt Alan Yuille Adam Kortylewski 37 8 0 17 Apr 2023
SDVRF: Sparse-to-Dense Voxel Region Fusion for Multi-modal 3D Object Detection Binglu Ren Jianqin Yin 3DPC 21 1 0 17 Apr 2023
A Random-patch based Defense Strategy Against Physical Attacks for Face Recognition Systems Jiahao Xie Ye Luo Jianwei Lu AAML CVBM 20 3 0 16 Apr 2023
ALiSNet: Accurate and Lightweight Human Segmentation Network for Fashion E-Commerce Amrollah Seifoddini K. Vernooij Timon Künzle A. Canopoli Malte F. Alf Anna Volokitin Reza Shirvany 3DH 29 0 0 15 Apr 2023
Multi-Mode Online Knowledge Distillation for Self-Supervised Visual Representation Learning Kaiyou Song Jin Xie Shanyi Zhang Zimeng Luo 35 29 0 13 Apr 2023
Dynamic Mobile-Former: Strengthening Dynamic Convolution with Attention and Residual Connection in Kernel Space Seokju Yun Youngmin Ro ViT 32 2 0 13 Apr 2023
Adaptive Human Matting for Dynamic Videos Chung-Ching Lin Jiang Wang Kun Luo Kevin Qinghong Lin Linjie Li Lijuan Wang Zicheng Liu VOS 16 7 0 12 Apr 2023
ImageNet-Hard: The Hardest Images Remaining from a Study of the Power of Zoom and Spatial Biases in Image Classification Mohammad Reza Taesiri Giang Nguyen Sarra Habchi C. Bezemer Anh Totti Nguyen VLM 40 20 0 11 Apr 2023
Revisiting Single-gated Mixtures of Experts Amelie Royer I. Karmanov Andrii Skliar B. Bejnordi Tijmen Blankevoort MoE MoMe 46 6 0 11 Apr 2023
Variations of Squeeze and Excitation networks N. Mahendran 27 1 0 11 Apr 2023
PP-MobileSeg: Explore the Fast and Accurate Semantic Segmentation Model on Mobile Devices Shiyu Tang Ting Sun Juncai Peng Guowei Chen Yuying Hao Manhui Lin Z. Xiao Jiangbin You Yi Liu ViT 24 14 0 11 Apr 2023
Neural Lens Modeling Wenqi Xian Aljavz Bovzivc Noah Snavely Christoph Lassner 3DV 32 7 0 10 Apr 2023
Grouped Knowledge Distillation for Deep Face Recognition Weisong Zhao Xiangyu Zhu Kaiwen Guo Xiaoyu Zhang Zhen Lei CVBM 33 6 0 10 Apr 2023
Agronav: Autonomous Navigation Framework for Agricultural Robots and Vehicles using Semantic Segmentation and Semantic Line Detection S. K. Panda Y. Lee M. Jawed 41 18 0 10 Apr 2023
High-order Spatial Interactions Enhanced Lightweight Model for Optical Remote Sensing Image-based Small Ship Detection Y. Yin Xu Cheng Fan Shi Xiufeng Liu Huan Huo Shengyong Chen 35 11 0 07 Apr 2023
Architecture-Preserving Provable Repair of Deep Neural Networks Zhe Tao Stephanie Nawas Jacqueline Mitchell Aditya V. Thakur AAML 34 10 0 07 Apr 2023
Can we learn better with hard samples? Subin Sahayam John Zakkam Umarani Jayaraman 19 2 0 07 Apr 2023
PSLT: A Light-weight Vision Transformer with Ladder Self-Attention and Progressive Shift Gaojie Wu Weishi Zheng Yutong Lu Q. Tian ViT 48 15 0 07 Apr 2023
TinyDet: Accurate Small Object Detection in Lightweight Generic Detectors Shaoyu Chen Tianheng Cheng Jiemin Fang Qian Zhang Yuan Li Wenyu Liu Xinggang Wang ObjD 27 5 0 07 Apr 2023
RFAConv: Innovating Spatial Attention and Standard Convolutional Operation X. Zhang Chen Liu Degang Yang Tingting Song Yichen Ye Ke Li Ying Song 29 110 0 06 Apr 2023
Efficient OCR for Building a Diverse Digital History Jacob Carlson Tom Bryan Melissa Dell 38 11 0 05 Apr 2023
Adopting Two Supervisors for Efficient Use of Large-Scale Remote Deep Neural Networks Michael Weiss Paolo Tonella AI4CE 21 0 0 05 Apr 2023
Re-thinking Model Inversion Attacks Against Deep Neural Networks Ngoc-Bao Nguyen Keshigeyan Chandrasegaran Milad Abdollahzadeh Ngai-man Cheung 40 38 0 04 Apr 2023
Domain Generalization for Crop Segmentation with Standardized Ensemble Knowledge Distillation Simone Angarano Mauro Martini Alessandro Navone Marcello Chiaberge 32 2 0 03 Apr 2023
Progressive Channel-Shrinking Network Jianhong Pan Siyuan Yang Lin Geng Foo Qiuhong Ke Hossein Rahmani Zhipeng Fan Jing Liu 19 1 0 01 Apr 2023