Title
A Selective Homomorphic Encryption Approach for Faster Privacy-Preserving Federated Learning Abdulkadir Korkmaz Praveen Rao FedML 34 0 0 22 Jan 2025
WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Phillip Maire Samson G. King Jonathan Andrew Cheung Stefanie Walker Samuel Andrew Hires 46 0 0 06 Jan 2025
A Mapper Algorithm with implicit intervals and its optimization Yuyang Tao Shufei Ge 78 0 0 16 Dec 2024
Virtual Trial Room with Computer Vision and Machine Learning Tulashi Prasad Joshi Amrendra Kumar Yadav Arjun Chhetri Suraj Agrahari Umesh Kanta Ghimire 66 0 0 14 Dec 2024
Multimodal Sentiment Analysis based on Video and Audio Inputs Antonio Fernandez Suzan Awinat 65 0 0 12 Dec 2024
dSTAR: Straggler Tolerant and Byzantine Resilient Distributed SGD Jiahe Yan Pratik Chaudhari Leonard Kleinrock 68 0 0 10 Dec 2024
Echocardiography to Cardiac MRI View Transformation for Real-Time Blind Restoration Ilke Adalioglu S. Kiranyaz Mete Ahishali A. Degerli Tahir Hamid Rahmat Ghaffar R. Hamila M. Gabbouj MedIm 62 0 0 09 Dec 2024
Bio-inspired visual relative localization for large swarms of UAVs Martin Křížek Matouš Vrba Antonella Barišić Kulaš Stjepan Bogdan M. Saska 66 0 0 03 Dec 2024
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Bei Liu Yanmin Qian 69 0 0 02 Dec 2024
Expert-elicitation method for non-parametric joint priors using normalizing flows F. Bockting Stefan T. Radev Paul-Christian Burkner BDL 95 1 0 24 Nov 2024
Broad Critic Deep Actor Reinforcement Learning for Continuous Control Shiron Thalagala Pak Kin Wong Xiaozheng Wang Tianang Sun OffRL 71 0 0 24 Nov 2024
Towards a Middleware for Large Language Models Narcisa Guran Florian Knauf Man Ngo Stefan Petrescu Jan S. Rellermeyer 68 1 0 21 Nov 2024
RedTest: Towards Measuring Redundancy in Deep Neural Networks Effectively Yao Lu Peixin Zhang Jingyi Wang Lei Ma Xiaoniu Yang Qi Xuan 28 0 0 15 Nov 2024
Compression Method for Solar Polarization Spectra Collected from Hinode SOT/SP Observations Jargalmaa Batmunkh Yusuke Iida Takayoshi Oba Haruhisa Iijima 21 1 0 14 Nov 2024
Advancing Software Security and Reliability in Cloud Platforms through AI-based Anomaly Detection Sabbir M. Saleh Ibrahim Mohammed Sayem N. Madhavji John Steinbacher 32 1 0 14 Nov 2024
General Geospatial Inference with a Population Dynamics Foundation Model Mohit Agarwal Mimi Sun C. Kamath Arbaaz Muslim Prithul Sarker ... Niv Efron Yossi Matias Greg C. Corrado Krish Eswaran Shruthi Prabhakara AI4CE 41 2 0 11 Nov 2024
GaussianSpa: An "Optimizing-Sparsifying" Simplification Framework for Compact and High-Quality 3D Gaussian Splatting Yangming Zhang Wenqi Jia Wei Niu Miao Yin 3DGS 73 3 0 09 Nov 2024
Open-Source High-Speed Flight Surrogate Modeling Framework Tyler E. Korenyi-Both Nathan J. Falkiewicz Matthew C. Jones AI4CE 29 0 0 06 Nov 2024
FaaSTube: Optimizing GPU-oriented Data Transfer for Serverless Computing Hao Wu Junxiao Deng Minchen Yu Yue Yu Yaochen Liu Hao Fan Song Wu Wei Wang GNN 18 0 0 04 Nov 2024
Physics-informed neural networks viewpoint for solving the Dyson-Schwinger equations of quantum electrodynamics Rodrigo Carmo Terin PINN 61 1 0 04 Nov 2024
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning Yiqin Lv Qi Wang Dong Liang Zheng Xie 36 2 0 30 Oct 2024
Visualizing attention zones in machine reading comprehension models Yiming Cui W. Zhang Ting Liu 18 0 0 28 Oct 2024
CloudCast -- Total Cloud Cover Nowcasting with Machine Learning Mikko Partio Leila Hieta Anniina Kokkonen 16 1 0 27 Oct 2024
Recursive Function Definitions in Static Dataflow Graphs and their Implementation in TensorFlow Kelly Kostopoulou A. Charalambidis P. Rondogiannis GNN PINN 17 0 0 26 Oct 2024
Automatic Differentiation of Optimization Algorithms with Time-Varying Updates Sheheryar Mehmood Peter Ochs 24 1 0 21 Oct 2024
Physically Guided Deep Unsupervised Inversion for 1D Magnetotelluric Models Paul Goyes-Peñafiel Umair bin Waheed Henry Arguello 16 0 0 20 Oct 2024
Liger Kernel: Efficient Triton Kernels for LLM Training Pin-Lun Hsu Yun Dai Vignesh Kothapalli Qingquan Song Shao Tang Siyu Zhu Steven Shimizu Shivam Sahni Haowen Ning Yanning Chen 42 26 0 14 Oct 2024
ASTM :Autonomous Smart Traffic Management System Using Artificial Intelligence CNN and LSTM Christofel Rio Goenawan 21 2 0 14 Oct 2024
LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition Huan Liu Shusen Yang Yuzhe Zhang Mengze Wang Fanyu Gong ... Guanjian Liu Dalin Zhang Yong-Jin Liu Bao-Liang Lu Dalin Zhang 23 0 0 13 Oct 2024
Real-time Fuel Leakage Detection via Online Change Point Detection Ruimin Chu Li Chik Yiliao Song Jeffrey Chan Xiaodong Li 22 0 0 13 Oct 2024
Scalable Weibull Graph Attention Autoencoder for Modeling Document Networks C. Wang Xinyang Liu Dongsheng Wang Hao Zhang Bo Chen Mingyuan Zhou BDL 32 0 0 13 Oct 2024
EPi-cKANs: Elasto-Plasticity Informed Kolmogorov-Arnold Networks Using Chebyshev Polynomials Farinaz Mostajeran Salah A Faroughi 32 5 0 12 Oct 2024
Aligning Motion-Blurred Images Using Contrastive Learning on Overcomplete Pixels Leonid Pogorelyuk Stefan T. Radev 41 0 0 09 Oct 2024
A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models Cong Guo Feng Cheng Zhixu Du James Kiessling Jonathan Ku ... Qilin Zheng Guanglei Zhou Hai Li-Wei Li Yiran Chen 31 7 0 08 Oct 2024
A second-order-like optimizer with adaptive gradient scaling for deep learning Jérôme Bolte Ryan Boustany Edouard Pauwels Andrei Purica ODL 30 0 0 08 Oct 2024
Optimizing Tensor Computation Graphs with Equality Saturation and Monte Carlo Tree Search Jakob Hartmann Guoliang He Eiko Yoneki 20 0 0 07 Oct 2024
Distribution Guided Active Feature Acquisition Yang Li Junier Oliva 29 0 0 04 Oct 2024
Spatial Hyperspheric Models for Compositional Data Michael R. Schwob Mevin B. Hooten Nicholas M. Calzada 19 0 0 04 Oct 2024
EinDecomp: Decomposition of Declaratively-Specified Machine Learning and Numerical Computations for Parallel Execution Daniel Bourgeois Zhimin Ding Dimitrije Jankov Jiehui Li Mahmoud Sleem Yuxin Tang Jiawen Yao Xinyu Yao Chris Jermaine 23 0 0 03 Oct 2024
ConServe: Harvesting GPUs for Low-Latency and High-Throughput Large Language Model Serving Yifan Qiao Shu Anzai Shan Yu Haoran Ma Yang Wang Miryung Kim Harry Xu 26 2 0 02 Oct 2024
Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-Time Chiao-An Yang Ziwei Liu Raymond A. Yeh 23 1 0 01 Oct 2024
Accelerating PoT Quantization on Edge Devices Rappy Saha Jude Haris José Cano MQ 21 0 0 30 Sep 2024
Unifying back-propagation and forward-forward algorithms through model predictive control Lianhai Ren Qianxiao Li 31 1 0 29 Sep 2024
LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Models Haolin Li Yuhang Zhou Ziheng Zhao Siyuan Du Jiangchao Yao Weidi Xie Ya Zhang Yanfeng Wang 31 1 0 29 Sep 2024
LightAvatar: Efficient Head Avatar as Dynamic Neural Light Field Huan Wang Feitong Tan Ziqian Bai Yinda Zhang Shichen Liu ... Anish Prabhu Rohit Pandey S. Fanello Zeng Huang Yun Fu 25 0 0 26 Sep 2024
Flexible Swapping for the Cloud Milan Pandurov Lukas Humbel Dmitry Sepp Adamos Ttofari Leon Thomm ... Shai Bergman Wei Wang Sven Lundgren Konstantinos Sagonas Alberto Ros VLM 21 0 0 20 Sep 2024
pyrtklib: An open-source package for tightly coupled deep learning and GNSS integration for positioning in urban canyons Runzhi Hu Penghui Xu Yihan Zhong W. Wen 21 0 0 19 Sep 2024
Efficient Low-Resolution Face Recognition via Bridge Distillation Shiming Ge Shengwei Zhao Chenyu Li Yu Zhang Jia Li CVBM 23 56 0 18 Sep 2024
Inferno: An Extensible Framework for Spiking Neural Networks Marissa Dominijanni BDL 31 0 0 17 Sep 2024
Time-Distributed Feature Learning for Internet of Things Network Traffic Classification Yoga Suhas Kuruba Manjunath Sihao Zhao Xiao-Ping Zhang Lian Zhao 21 1 0 08 Sep 2024