Title
Scalable Weibull Graph Attention Autoencoder for Modeling Document Networks Changbo Wang Xinyang Liu Dongsheng Wang Hao Zhang Bo Chen Mingyuan Zhou BDL 72 0 0 13 Oct 2024
EPi-cKANs: Elasto-Plasticity Informed Kolmogorov-Arnold Networks Using Chebyshev Polynomials Farinaz Mostajeran Salah A Faroughi 106 7 0 12 Oct 2024
Aligning Motion-Blurred Images Using Contrastive Learning on Overcomplete Pixels Leonid Pogorelyuk Stefan T. Radev 62 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 60 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 67 0 0 08 Oct 2024
Optimizing Tensor Computation Graphs with Equality Saturation and Monte Carlo Tree Search Jakob Hartmann Guoliang He Eiko Yoneki 63 0 0 07 Oct 2024
Distribution Guided Active Feature Acquisition Yang Li Junier Oliva 71 0 0 04 Oct 2024
Spatial Hyperspheric Models for Compositional Data Michael R. Schwob Mevin B. Hooten Nicholas M. Calzada 57 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 43 2 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 59 4 0 02 Oct 2024
Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-Time Chiao-An Yang Ziwei Liu Raymond A. Yeh 61 1 0 01 Oct 2024
Accelerating PoT Quantization on Edge Devices Rappy Saha Jude Haris José Cano MQ 59 0 0 30 Sep 2024
Unifying back-propagation and forward-forward algorithms through model predictive control Lianhai Ren Qianxiao Li 87 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 74 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 50 1 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 26 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 50 1 0 19 Sep 2024
Efficient Low-Resolution Face Recognition via Bridge Distillation Shiming Ge Shengwei Zhao Chenyu Li Yu Zhang Jia Li CVBM 106 59 0 18 Sep 2024
Inferno: An Extensible Framework for Spiking Neural Networks Marissa Dominijanni BDL 71 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 38 3 0 08 Sep 2024
Improving Electrolyte Performance for Target Cathode Loading Using Interpretable Data-Driven Approach Vidushi Sharma Andy Tek Khanh Nguyen Max Giammona Murtaza Zohair Linda Sundberg Young-Hye La 50 3 0 03 Sep 2024
Securing Federated Learning in Robot Swarms using Blockchain Technology Alexandre Pacheco Sébastien De Vos Andreagiovanni Reina Marco Dorigo Volker Strobel 53 0 0 03 Sep 2024
Vortex: Efficient Sample-Free Dynamic Tensor Program Optimization via Hardware-aware Strategy Space Hierarchization Yangjie Zhou Honglin Zhu Qian Qiu Weihao Cui Zihan Liu ... Jintao Meng Haidong Lan Jingwen Leng Wenxi Zhu Minwen Deng 81 0 0 02 Sep 2024
Harnessing Artificial Intelligence for Wildlife Conservation Paul Fergus C. Chalmers Steve Longmore Serge Wich 98 8 0 30 Aug 2024
Coalitions of AI-based Methods Predict 15-Year Risks of Breast Cancer Metastasis Using Real-World Clinical Data with AUC up to 0.9 Xia Jiang Yijun Zhou Alan Wells A. Brufsky OOD AI4CE 63 0 0 29 Aug 2024
GNN: Graph Neural Network and Large Language Model for Data Discovery Thomas Hoang 32 1 0 24 Aug 2024
Parameterized Physics-informed Neural Networks for Parameterized PDEs Woojin Cho Minju Jo Haksoo Lim Kookjin Lee Dongeun Lee Sanghyun Hong Noseong Park PINN AI4CE 102 19 1 18 Aug 2024
Pessimistic Iterative Planning for Robust POMDPs Maris F. L. Galesloot Marnix Suilen T. D. Simão Steven Carr M. Spaan Ufuk Topcu Nils Jansen 70 2 0 16 Aug 2024
OptDist: Learning Optimal Distribution for Customer Lifetime Value Prediction Yunpeng Weng Xing Tang Zhenhao Xu Fuyuan Lyu Dugang Liu Zexu Sun Xiuqiang He 76 4 0 16 Aug 2024
MobileMEF: Fast and Efficient Method for Multi-Exposure Fusion L. N. Kirsten Zhicheng Fu Nikhil Ambha Madhusudhana 129 1 0 15 Aug 2024
Oja's plasticity rule overcomes several challenges of training neural networks under biological constraints Navid Shervani-Tabar Marzieh Alireza Mirhoseini Robert Rosenbaum AAML AI4CE 124 0 0 15 Aug 2024
Palantir: Towards Efficient Super Resolution for Ultra-high-definition Live Streaming Xinqi Jin Zhui Zhu Xikai Sun Fan Dang Jiangchuan Liu Jingao Xu Kebin Liu Xinlei Chen Yunhao Liu 57 0 0 12 Aug 2024
Extracting Urban Sound Information for Residential Areas in Smart Cities Using an End-to-End IoT System Ee-Leng Tan Furi Andi Karnapi L. Ng Kenneth Ooi Woon-Seng Gan 35 18 0 11 Aug 2024
Forecasting Day-Ahead Electricity Prices in the Integrated Single Electricity Market: Addressing Volatility with Comparative Machine Learning Methods Ben Harkin Xueqin Liu 63 0 0 10 Aug 2024
LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale Jaehong Cho Minsu Kim Hyunmin Choi Guseul Heo Jongse Park 108 7 0 10 Aug 2024
HiQuE: Hierarchical Question Embedding Network for Multimodal Depression Detection Juho Jung Chaewon Kang Jeewoo Yoon Seungbae Kim Jinyoung Han 92 7 0 07 Aug 2024
Improving the quality of Persian clinical text with a novel spelling correction system Seyed Mohammad Sadegh Dashti S. F. Dashti 89 0 0 07 Aug 2024
Inference Optimizations for Large Language Models: Effects, Challenges, and Practical Considerations Leo Donisch Sigurd Schacht Carsten Lanquillon 81 2 0 06 Aug 2024
Interpretation of the Intent Detection Problem as Dynamics in a Low-dimensional Space Eduardo Sánchez-Karhunen Jose F. Quesada-Moreno Miguel A. Gutiérrez-Naranjo 23 0 0 05 Aug 2024
Neural Term Structure of Additive Process for Option Pricing Jimin Lin Guixin Liu 32 0 0 03 Aug 2024
High Performance Im2win and Direct Convolutions using Three Tensor Layouts on SIMD Architectures Xiang Fu Xinpeng Zhang Jixiang Ma Peng Zhao Shuai-bing Lu Xu T. Liu 3DV 52 0 0 01 Aug 2024
LiteEFG: An Efficient Python Library for Solving Extensive-form Games Mingyang Liu Gabriele Farina Asuman Ozdaglar 64 2 0 29 Jul 2024
Efficient Training of Large Language Models on Distributed Infrastructures: A Survey Jiangfei Duan Shuo Zhang Zerui Wang Lijuan Jiang Wenwen Qu ... Dahua Lin Yonggang Wen Xin Jin Tianwei Zhang Peng Sun 159 13 0 29 Jul 2024
Neural networks for bifurcation and linear stability analysis of steady states in partial differential equations M. L. Shahab Hadi Susanto 63 2 0 29 Jul 2024
NAVIX: Scaling MiniGrid Environments with JAX Eduardo Pignatelli Jarek Liesen R. T. Lange Chris Xiaoxuan Lu Pablo Samuel Castro Laura Toni 142 4 0 28 Jul 2024
Deep State-Space Generative Model For Correlated Time-to-Event Predictions Yuan Xue Denny Zhou Nan Du Andrew M. Dai Zhen Xu Kun Zhang Claire Cui 122 8 0 28 Jul 2024
Learning to Select the Best Forecasting Tasks for Clinical Outcome Prediction Yuan Xue Nan Du A. Mottram Martin G. Seneviratne Andrew M. Dai AI4TS 92 0 0 28 Jul 2024
Ordered Momentum for Asynchronous SGD Chang-Wei Shi Yi-Rui Yang Wu-Jun Li ODL 169 0 0 27 Jul 2024
Impact of Recurrent Neural Networks and Deep Learning Frameworks on Real-time Lightweight Time Series Anomaly Detection Ming-Chang Lee Jia-Chun Lin Sokratis K. Katsikas AI4TS 59 2 0 26 Jul 2024
StraightLine: An End-to-End Resource-Aware Scheduler for Machine Learning Application Requests Cheng-Wei Ching Boyuan Guan Hailu Xu Liting Hu VLM AI4TS HAI 72 0 0 25 Jul 2024