Title
Data Upcycling Knowledge Distillation for Image Super-Resolution Yun-feng Zhang Wei Li Simiao Li Hanting Chen Zhaopeng Tu Wenjun Wang Bingyi Jing Hai-lin Wang Jie Hu 35 3 0 25 Sep 2023
Revisiting LARS for Large Batch Training Generalization of Neural Networks K. Do Duong Nguyen Hoa Nguyen Long Tran-Thanh Nguyen-Hoang Tran Viet Quoc Pham AI4CE ODL 31 0 0 25 Sep 2023
On Calibration of Modern Quantized Efficient Neural Networks Joe-Hwa Kuang Alexander Wong UQCV MQ 27 1 0 25 Sep 2023
Adversarial Attacks on Video Object Segmentation with Hard Region Discovery P. Li Yu Zhang L. Yuan Jian Zhao Xianghua Xu Xiaoqing Zhang AAML VOS 40 11 0 25 Sep 2023
S3TC: Spiking Separated Spatial and Temporal Convolutions with Unsupervised STDP-based Learning for Action Recognition Mireille el Assal Pierre Tirilly Ioan Marius Bilasco 26 2 0 22 Sep 2023
Grassroots Operator Search for Model Edge Adaptation Hadjer Benmeziane Kaoutar El Maghraoui Hamza Ouarnoughi Smail Niar 24 0 0 20 Sep 2023
CNN-based local features for navigation near an asteroid O. Knuuttila A. Kestilä E. Kallio 20 0 0 20 Sep 2023
RingMo-lite: A Remote Sensing Multi-task Lightweight Network with CNN-Transformer Hybrid Framework Yuelei Wang Ting Zhang Liangjin Zhao Lin Hu Zhechao Wang ... Kaiqiang Chen Xuan Zeng Zhirui Wang Hongqi Wang Xian Sun 24 4 0 16 Sep 2023
UNIDEAL: Curriculum Knowledge Distillation Federated Learning Yuwen Yang Chang Liu Xun Cai Suizhi Huang Hongtao Lu Yue Ding FedML 45 8 0 16 Sep 2023
A Real-Time Active Speaker Detection System Integrating an Audio-Visual Signal with a Spatial Querying Mechanism I. Gurvich Ido Leichter Dharmendar Reddy Palle Yossi Asher Alon Vinnikov Igor Abramovski Vishak Gopal Ross Cutler Eyal Krupka 26 4 0 15 Sep 2023
Padding Aware Neurons Dario Garcia-Gasulla Victor Gimenez-Abalos Pablo A. Martin-Torres VLM FAtt KELM 27 0 0 14 Sep 2023
Sleep Stage Classification Using a Pre-trained Deep Learning Model Hassan Ardeshir Mohammad Araghi 19 1 0 12 Sep 2023
Accelerating Deep Neural Networks via Semi-Structured Activation Sparsity Matteo Grimaldi Darshan C. Ganji Ivan Lazarevich Sudhakar Sah 14 10 0 12 Sep 2023
Privacy Side Channels in Machine Learning Systems Edoardo Debenedetti Giorgio Severi Nicholas Carlini Christopher A. Choquette-Choo Matthew Jagielski Milad Nasr Eric Wallace Florian Tramèr MIALM 45 38 0 11 Sep 2023
Brain-inspired Evolutionary Architectures for Spiking Neural Networks Wenxuan Pan Feifei Zhao Zhuoya Zhao Yi Zeng 47 3 0 11 Sep 2023
Robotic Defect Inspection with Visual and Tactile Perception for Large-scale Components Arpit Agarwal Abhiroop Ajith Chengtao Wen Veniamin Stryzheus Brian Miller Matthew Chen Micah K. Johnson Jose Luis Susa Rincon Justinian P. Rosca Wenzhen Yuan 11 5 0 08 Sep 2023
Mobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-Experts Erik Daxberger Floris Weers Bowen Zhang Tom Gunter Ruoming Pang Marcin Eichner Michael Emmersberger Yinfei Yang Alexander Toshev Xianzhi Du MoE 9 9 0 08 Sep 2023
On the Efficacy of Multi-scale Data Samplers for Vision Applications Elvis Nunez Thomas Merth Anish K. Prabhu Mehrdad Farajtabar Mohammad Rastegari Sachin Mehta Maxwell Horton 23 1 0 08 Sep 2023
dacl1k: Real-World Bridge Damage Dataset Putting Open-Source Data to the Test Johannes Flotzinger Philipp J. Rösch Norbert Oswald T. Braml 26 0 0 07 Sep 2023
Feature Enhancer Segmentation Network (FES-Net) for Vessel Segmentation Tariq Mahmood Khan Muhammad Arsalan Shahzaib Iqbal Imran Razzak Erik H. W. Meijering 26 11 0 07 Sep 2023
Learning Vehicle Dynamics from Cropped Image Patches for Robot Navigation in Unpaved Outdoor Terrains Jeong Hyun Lee Jinhyeok Choi Simo Ryu Hyunsik Oh Suyoung Choi Jemin Hwangbo 17 2 0 06 Sep 2023
Self-Supervised Pretraining Improves Performance and Inference Efficiency in Multiple Lung Ultrasound Interpretation Tasks Blake Vanberlo Brian Li Jesse Hoey Alexander Wong 19 3 0 05 Sep 2023
Building a Winning Team: Selecting Source Model Ensembles using a Submodular Transferability Estimation Approach KB Vimal Saketh Bachu Tanmay Garg Niveditha Lakshmi Narasimhan Raghavan Konuru Vineeth N. Balasubramanian 42 2 0 05 Sep 2023
On-Chip Hardware-Aware Quantization for Mixed Precision Neural Networks Wei Huang Haotong Qin Yangdong Liu Jingzhuo Liang Yifu Ding Ying Li Xianglong Liu MQ 26 0 0 05 Sep 2023
On the fly Deep Neural Network Optimization Control for Low-Power Computer Vision Ishmeet Kaur Adwaita Janardhan Jadhav 9 0 0 04 Sep 2023
SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices Alexander Montgomerie-Corcoran Petros Toupas Zhewen Yu C. Bouganis 26 9 0 04 Sep 2023
What are Public Concerns about ChatGPT? A Novel Self-Supervised Neural Topic Model Tells You Rui Wang Xing Liu Yanan Wang Haiping Huang LLMAG AI4MH 14 0 0 04 Sep 2023
DAT++: Spatially Dynamic Vision Transformer with Deformable Attention Zhuofan Xia Xuran Pan Shiji Song Li Erran Li Gao Huang ViT 29 24 0 04 Sep 2023
ExMobileViT: Lightweight Classifier Extension for Mobile Vision Transformer Gyeongdong Yang Yungwook Kwon Hyunjin Kim ViT 30 1 0 04 Sep 2023
dacl10k: Benchmark for Semantic Bridge Damage Segmentation Johannes Flotzinger Philipp J. Rösch T. Braml 15 7 0 01 Sep 2023
Efficacy of Neural Prediction-Based Zero-Shot NAS Minh Le Nhan Nguyen N. H. Luong 24 0 0 31 Aug 2023
CorrEmbed: Evaluating Pre-trained Model Image Similarity Efficacy with a Novel Metric Karl Audun Borgersen Morten Goodwin Olsen Jivitesh Sharma Tobias Aasmoe M. Leonhardsen G. H. Rørvik 11 0 0 30 Aug 2023
Towards Earlier Detection of Oral Diseases On Smartphones Using Oral and Dental RGB Images A. Garg Julia Y. Lu Anika Maji MedIm 26 5 0 30 Aug 2023
Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample Assessment Amirsaeed Yazdani Xuelu Li V. Monga EDL 41 0 0 28 Aug 2023
MS-Net: A Multi-modal Self-supervised Network for Fine-Grained Classification of Aircraft in SAR Images Bingying Yue Jianhao Li Hao Shi Yupei Wang Honghu Zhong 31 0 0 28 Aug 2023
U-SEANNet: A Simple, Efficient and Applied U-Shaped Network for Diagnosis of Nasal Diseases on Nasal Endoscopic Images Yubiao Yue Jun Xue Chao Wang Haihua Liang Zhenzhang Li 18 0 0 27 Aug 2023
MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing Yuwei Qiu Kaihao Zhang Chenxi Wang Wenhan Luo Hongdong Li Zhi Jin ViT 39 84 0 27 Aug 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 34 20 0 27 Aug 2023
Boosting Residual Networks with Group Knowledge Shengji Tang Peng Ye Baopu Li Wei Lin Tao Chen Tong He Chong Yu Wanli Ouyang 46 5 0 26 Aug 2023
Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models Yi Sheng Junhuan Yang Lei Yang Yiyu Shi J. Hu Weiwen Jiang 26 9 0 26 Aug 2023
GRASP: A Rehearsal Policy for Efficient Online Continual Learning Md Yousuf Harun Jhair Gallardo Junyu Chen Christopher Kanan CLL 36 9 0 25 Aug 2023
Ultrafast-and-Ultralight ConvNet-Based Intelligent Monitoring System for Diagnosing Early-Stage Mpox Anytime and Anywhere Yubiao Yue X. Shi Li-Xia Qin Xinyue Zhang Jia-lin Xu Zipei Zheng Zhenzhang Li Yicong Li 23 4 0 25 Aug 2023
Dense Text-to-Image Generation with Attention Modulation Yunji Kim Jiyoung Lee Jin-Hwa Kim Jung-Woo Ha Jun-Yan Zhu DiffM 41 134 0 24 Aug 2023
American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers Melissa Dell Jacob Carlson Tom Bryan Emily Silcock Abhishek Arora Zejiang Shen Luca DÁmico-Wong Q. Le Pablo Querubin Leander Heldring AI4TS 28 12 0 24 Aug 2023
Lite-HRNet Plus: Fast and Accurate Facial Landmark Detection S. Kato Kazuhiro Hotta Yuhki Hatakeyama Yoshinori Konishi 3DH CVBM 11 0 0 23 Aug 2023
Enhancing Adversarial Attacks: The Similar Target Method Shuo Zhang Ziruo Wang Zikai Zhou Huanran Chen AAML 54 1 0 21 Aug 2023
Ear-Keeper: Real-time Diagnosis of Ear Lesions Utilizing Ultralight-Ultrafast ConvNet and Large-scale Ear Endoscopic Dataset Yubiao Yue Xinyu Zeng X. Shi Mei Zhang Fan Zhang Haihua Liang Yanmei Chen Zhenzhang Li Zefeng Xie 24 1 0 21 Aug 2023
Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning Filip Szatkowski Mateusz Pyla Marcin Przewiȩźlikowski Sebastian Cygert Bartlomiej Twardowski Tomasz Trzciñski CLL 32 10 0 18 Aug 2023
KernelWarehouse: Towards Parameter-Efficient Dynamic Convolution Chao Li Anbang Yao 32 6 0 16 Aug 2023
FedCache: A Knowledge Cache-driven Federated Learning Architecture for Personalized Edge Intelligence Zhiyuan Wu Sheng Sun Yuwei Wang Min Liu Ke Xu Wen Wang Xue Jiang Bo Gao Jin Lu 35 23 0 15 Aug 2023