Title
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
FP8 versus INT8 for efficient deep learning inference M. V. Baalen Andrey Kuzmin Suparna S. Nair Yuwei Ren E. Mahurin ... Sundar Subramanian Sanghyuk Lee Markus Nagel Joseph B. Soriaga Tijmen Blankevoort MQ 31 45 0 31 Mar 2023
Rethinking Local Perception in Lightweight Vision Transformer Qi Fan Huaibo Huang Jiyang Guan Ran He ViT 33 30 0 31 Mar 2023
Exploring Deep Learning Methods for Classification of SAR Images: Towards NextGen Convolutions via Transformers Ashutosh Kumar Singh Vivek Kumar Singh 21 0 0 28 Mar 2023
Transfer-Once-For-All: AI Model Optimization for Edge Achintya Kundu L. Wynter Rhui Dih Lee L. A. Bathen 20 7 0 27 Mar 2023
Lightweight Estimation of Hand Mesh and Biomechanically Feasible Kinematic Parameters Zhipeng Fan Yao Wang 3DH 38 0 0 26 Mar 2023
Adaptive Sparse Convolutional Networks with Global Context Enhancement for Faster Object Detection on Drone Images Bowei Du Yecheng Huang Jiaxin Chen Di Huang 30 68 0 25 Mar 2023
FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization Pavan Kumar Anasosalu Vasu J. Gabriel Jeff J. Zhu Oncel Tuzel Anurag Ranjan ViT 39 155 0 24 Mar 2023
Towards Solving Fuzzy Tasks with Human Feedback: A Retrospective of the MineRL BASALT 2022 Competition Stephanie Milani Anssi Kanervisto Karolis Ramanauskas Sander Schulhoff Brandon Houghton ... Vinicius G. Goecks Nicholas R. Waytowich David Watkins J. Miller Rohin Shah 37 16 0 23 Mar 2023
Q-HyViT: Post-Training Quantization of Hybrid Vision Transformers with Bridge Block Reconstruction for IoT Systems Jemin Lee Yongin Kwon Sihyeong Park Misun Yu Jeman Park Hwanjun Song ViT MQ 22 5 0 22 Mar 2023
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation Li Li Hubert P. H. Shum T. Breckon 38 32 0 20 Mar 2023
SIESTA: Efficient Online Continual Learning with Sleep Md Yousuf Harun Jhair Gallardo Tyler L. Hayes Ronald Kemker Christopher Kanan CLL 58 20 0 19 Mar 2023
ERSAM: Neural Architecture Search For Energy-Efficient and Real-Time Social Ambiance Measurement Chaojian Li Wenwan Chen Jiayi Yuan Yingyan Lin Ashutosh Sabharwal 30 0 0 19 Mar 2023
Deep Learning for Camera Calibration and Beyond: A Survey K. Liao Lang Nie Shujuan Huang Chunyu Lin Jing Zhang Yao Zhao Moncef Gabbouj Dacheng Tao 46 25 0 19 Mar 2023
Enabling Voice-Accompanying Hand-to-Face Gesture Recognition with Cross-Device Sensing Zisu Li Cheng Liang Yuntao wang Yue Qin Chun Yu Yukang Yan Mingming Fan Yuanchun Shi 24 13 0 18 Mar 2023
Vision Transformer-based Model for Severity Quantification of Lung Pneumonia Using Chest X-ray Images Bouthaina Slika Fadi Dornaika H. Merdji K. Hammoudi ViT MedIm 26 0 0 18 Mar 2023
DC-CCL: Device-Cloud Collaborative Controlled Learning for Large Vision Models Yucheng Ding Chaoyue Niu Fan Wu Shaojie Tang Chengfei Lyu Guihai Chen 24 6 0 18 Mar 2023
Edge-aware Plug-and-play Scheme for Semantic Segmentation Jianye Yi Xiaopin Zhong Weixiang Liu Wenxuan Zhu Zongze Wu Yuanlong Deng 25 1 0 18 Mar 2023
Multi-modal Expression Recognition with Ensemble Method Chuanhe Liu Xinjie Zhang Xiaolong Liu Tenggan Zhang Liyu Meng Yuchen Liu Yuanyuan Deng Wenqiang Jiang CVBM 20 7 0 17 Mar 2023
ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices Chen Tang Li Zhang Huiqiang Jiang Jiahang Xu Ting Cao Quanlu Zhang Yuqing Yang Zhi Wang Mao Yang 28 11 0 17 Mar 2023
An Autonomous System for Head-to-Head Race: Design, Implementation and Analysis; Team KAIST at the Indy Autonomous Challenge Chanyoung Jung Andrea Finazzi Hyunki Seong Daegyu Lee Seungwook Lee Bosung Kim Gyuri Gang Seung-Jun Han David Hyunchul Shim 35 10 0 16 Mar 2023
Rethinking Model Ensemble in Transfer-based Adversarial Attacks Huanran Chen Yichi Zhang Yinpeng Dong Xiao Yang Hang Su Junyi Zhu AAML 33 56 0 16 Mar 2023
Towards Commonsense Knowledge based Fuzzy Systems for Supporting Size-Related Fine-Grained Object Detection Pufen Zhang Tianhua Chen Bing-Quan Liu ObjD 11 1 0 16 Mar 2023
Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Reinforcement Fartash Faghri Hadi Pouransari Sachin Mehta Mehrdad Farajtabar Ali Farhadi Mohammad Rastegari Oncel Tuzel 43 9 0 15 Mar 2023
Gated Compression Layers for Efficient Always-On Models Haiguang Li T. Thormundsson I. Poupyrev N. Gillian 44 2 0 15 Mar 2023
Deep Learning for Iris Recognition: A Review Yi Yin Si-Liang He Renye Zhang Hongli Chang Xu Han Jinghua Zhang PILM 29 10 0 15 Mar 2023
Knowledge Distillation from Single to Multi Labels: an Empirical Study Youcai Zhang Yuzhuo Qin Heng-Ye Liu Yanhao Zhang Yaqian Li X. Gu VLM 55 2 0 15 Mar 2023
SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference Li Zhang Xudong Wang Jiahang Xu Quanlu Zhang Yujing Wang Yuqing Yang Ningxin Zheng Ting Cao Mao Yang MQ 38 2 0 15 Mar 2023
AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments Hao Wen Yuanchun Li Zunshuai Zhang Shiqi Jiang Xiaozhou Ye Ouyang Ye Yaqin Zhang Yunxin Liu 90 29 0 13 Mar 2023
Bag of Tricks with Quantized Convolutional Neural Networks for image classification Jie Hu Mengze Zeng Enhua Wu MQ 26 2 0 13 Mar 2023
Sequential Spatial Network for Collision Avoidance in Autonomous Driving Haichuan Li Liguo Zhou Zhenshan Bing M. Khatun Rolf Jung Alois C. Knoll 26 1 0 12 Mar 2023
BCSSN: Bi-direction Compact Spatial Separable Network for Collision Avoidance in Autonomous Driving Haichuan Li Liguo Zhou Alois Knoll 21 0 0 12 Mar 2023
Adversarial Attacks and Defenses in Machine Learning-Powered Networks: A Contemporary Survey Yulong Wang Tong Sun Shenghong Li Xinnan Yuan W. Ni Ekram Hossain H. Vincent Poor AAML 31 18 0 11 Mar 2023
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design F. M. Barbosa Fernando Santos Osório 27 1 0 08 Mar 2023
Patch of Invisibility: Naturalistic Physical Black-Box Adversarial Attacks on Object Detectors Raz Lapid Eylon Mizrahi Moshe Sipper AAML 26 1 0 07 Mar 2023
External Camera-based Mobile Robot Pose Estimation for Collaborative Perception with Smart Edge Sensors S. Bultmann Raphael Memmesheimer Sven Behnke 27 15 0 07 Mar 2023
Weakly Supervised Caveline Detection For AUV Navigation Inside Underwater Caves Boxiao Yu R. Tibbetts T. Barua Ailani Morales Ioannis M. Rekleitis M. Islam 36 10 0 07 Mar 2023
Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks Jierun Chen Shiu-hong Kao Hao He Weipeng Zhuo Song Wen Chul-Ho Lee Shueng-Han Gary Chan OOD 40 789 0 07 Mar 2023
Swim: A General-Purpose, High-Performing, and Efficient Activation Function for Locomotion Control Tasks Maryam Abdool Tony Dear 27 1 0 05 Mar 2023
Bespoke: A Block-Level Neural Network Optimization Framework for Low-Cost Deployment Jong-Ryul Lee Yong-Hyuk Moon 25 0 0 03 Mar 2023
Low-Complexity Audio Embedding Extractors Florian Schmid Khaled Koutini Gerhard Widmer 27 4 0 03 Mar 2023
Multiperspective Teaching of Unknown Objects via Shared-gaze-based Multimodal Human-Robot Interaction Daniel Weber Wolfgang Fuhl Enkelejda Kasneci A. Zell 21 3 0 01 Mar 2023
Generic-to-Specific Distillation of Masked Autoencoders Wei Huang Zhiliang Peng Li Dong Furu Wei Jianbin Jiao QiXiang Ye 32 23 0 28 Feb 2023
MateRobot: Material Recognition in Wearable Robotics for People with Visual Impairments Junwei Zheng Jiaming Zhang Kailun Yang Kunyu Peng Rainer Stiefelhagen 36 10 0 28 Feb 2023
A Little Bit Attention Is All You Need for Person Re-Identification M. Eisenbach Jannik Lübberstedt Dustin Aganian H. Groß 27 2 0 28 Feb 2023
EDMAE: An Efficient Decoupled Masked Autoencoder for Standard View Identification in Pediatric Echocardiography Yiman Liu Xiaoxiang Han Tongtong Liang Bin Dong Jiajun Yuan Menghan Hu Qiaohong Liu Jiangang Chen Qingli Li Yuqi Zhang 27 11 0 27 Feb 2023
MDF-Net for abnormality detection by fusing X-rays with clinical data Chih-Jou Hsieh Isabel Blanco Nobre Sandra Costa Sousa Chun Ouyang M. Brereton Jacinto C. Nascimento Joaquim A. Jorge Catarina Moreira 18 8 0 26 Feb 2023
Frequency and Scale Perspectives of Feature Extraction Liangqi Zhang Yihao Luo Xiang Cao Haibo Shen Tianjiang Wang 23 0 0 24 Feb 2023
A Convolutional Vision Transformer for Semantic Segmentation of Side-Scan Sonar Data Hayat Rajani N. Gracias Rafael García ViT 27 12 0 24 Feb 2023