Title
Ed-Fed: A generic federated learning framework with resource-aware client selection for edge devices Zitha Sasindran Harsha Yelchuri T. V. Prabhakar FedML 99 5 0 14 Jul 2023
Full-resolution Lung Nodule Segmentation from Chest X-ray Images using Residual Encoder-Decoder Networks M. J. Horry Subrata Chakraborty B. Pradhan M. Paul Jing Zhu P. Barua Usha R. Acharya Fang Chen Jianlong Zhou MedIm 53 0 0 13 Jul 2023
Stochastic Delay Differential Games: Financial Modeling and Machine Learning Algorithms R. Balkin Héctor D. Ceniceros Ruimeng Hu 46 2 0 12 Jul 2023
On Collaboration in Distributed Parameter Estimation with Resource Constraints Y. Chen Daniel S. Menasché Don Towsley 72 0 0 12 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Mian OffRL 261 628 0 12 Jul 2023
Operational Support Estimator Networks Mete Ahishali Mehmet Yamaç S. Kiranyaz Moncef Gabbouj 102 1 0 12 Jul 2023
Pathway: a fast and flexible unified stream data processing framework for analytical and Machine Learning applications M. Bartoszkiewicz J. Chorowski A. Kosowski Jakub M. Kowalski S. Kulik ... Krzysztof Nowicki Kamila Piechowiak Olivier Ruas Zuzanna Stamirowska P. Uznański AI4TS 21 0 0 12 Jul 2023
Contrastive Learning for Conversion Rate Prediction W. Ouyang Rui Dong Xiuwu Zhang Chao Guo Jinmei Luo Xiangzheng Liu Yanlong Du 34 0 0 12 Jul 2023
tdCoxSNN: Time-Dependent Cox Survival Neural Network for Continuous-time Dynamic Prediction Lang Zeng Jipeng Zhang Wei Chen Ying Ding 31 2 0 12 Jul 2023
A DeepLearning Framework for Dynamic Estimation of Origin-Destination Sequence Zheli Xiong Defu Lian Enhong Chen Gang Chen Xiaomin Cheng AI4TS 28 1 0 11 Jul 2023
PowerFusion: A Tensor Compiler with Explicit Data Movement Description and Instruction-level Graph IR Zixuan Ma Haojie Wang Jingze Xing Liyan Zheng Chen Zhang Huanqi Cao Kezhao Huang Shizhi Tang Penghan Wang Jidong Zhai GNN 68 1 0 11 Jul 2023
DyCL: Dynamic Neural Network Compilation Via Program Rewriting and Graph Optimization Simin Chen Shiyi Wei Cong Liu Wei Yang 70 6 0 11 Jul 2023
Feature selection simultaneously preserving both class and cluster structures Suchismita Das Nikhil Pal 29 0 0 08 Jul 2023
Formulation Graphs for Mapping Structure-Composition of Battery Electrolytes to Device Performance Vidushi Sharma Maxwell J. Giammona Dmitry Zubarev Andy Tek Khanh Nugyuen Linda Sundberg D. Congiu Young-Hye La 67 12 0 07 Jul 2023
FLuID: Mitigating Stragglers in Federated Learning using Invariant Dropout Irene Wang Prashant J. Nair Divyat Mahajan 80 13 0 05 Jul 2023
LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark Study Matteo Prata Giuseppe Masi Leonardo Berti Viviana Arrigoni Andrea Coletta Irene Cannistraci Svitlana Vyetrenko Paola Velardi N. Bartolini 110 11 0 05 Jul 2023
Towards Open Federated Learning Platforms: Survey and Vision from Technical and Legal Perspectives Moming Duan Qinbin Li Linshan Jiang Bingsheng He FedML 105 5 0 05 Jul 2023
Passive Query-Recovery Attack Against Secure Conjunctive Keyword Search Schemes Marco Dijkslag Marc Damie Florian Hahn Andreas Peter 39 4 0 03 Jul 2023
Conformer LLMs -- Convolution Augmented Large Language Models Prateek Verma 62 1 0 02 Jul 2023
InferTurbo: A Scalable System for Boosting Full-graph Inference of Graph Neural Network over Huge Graphs Dalong Zhang Xianzheng Song Zhiyang Hu Yang Li Miao Tao Binbin Hu Lin Wang Qing Cui Jun Zhou GNN 62 4 0 01 Jul 2023
GIRA: Gaussian Mixture Models for Inference and Robot Autonomy K. Goel Wennie Tabib 3DV 131 0 0 30 Jun 2023
ReMaX: Relaxing for Better Training on Efficient Panoptic Segmentation Shuyang Sun Weijun Wang Qihang Yu Andrew G. Howard Philip Torr Liang-Chieh Chen 105 15 0 29 Jun 2023
Identifying Important Sensory Feedback for Learning Locomotion Skills Wanming Yu Chuanyu Yang C. McGreavy Eleftherios Triantafyllidis Guillaume Bellegarda M. Shafiee A. Ijspeert Zhibin Li 83 16 0 29 Jun 2023
BayesFlow: Amortized Bayesian Workflows With Neural Networks Stefan T. Radev Marvin Schmitt Lukas Schumacher Lasse Elsemüller Valentin Pratz Yannik Schalte Ullrich Kothe Paul-Christian Bürkner BDL 109 32 0 28 Jun 2023
SparseOptimizer: Sparsify Language Models through Moreau-Yosida Regularization and Accelerate via Compiler Co-design Fu-Ming Guo MoE 117 0 0 27 Jun 2023
Im2win: Memory Efficient Convolution On SIMD Architectures Shuai-bing Lu Jun Chu Xuantong Liu 43 4 0 25 Jun 2023
Im2win: An Efficient Convolution Paradigm on GPU Shuai-bing Lu Jun Chu Luanzheng Guo Xuantong Liu 43 1 0 25 Jun 2023
DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets Hyunwoo Oh Won-Ki Jeong MedIm DiffM 64 31 0 25 Jun 2023
Physics-informed neural networks modeling for systems with moving immersed boundaries: application to an unsteady flow past a plunging foil Rahul Sundar Dipanjan Majumdar Didier Lucor Sunetra Sarkar PINN AI4CE 70 8 0 23 Jun 2023
Learning Scene Flow With Skeleton Guidance For 3D Action Recognition Vasileios Magoulianitis A. Psaltis 3DH 3DPC 122 0 0 23 Jun 2023
Triggering Dark Showers with Conditional Dual Auto-Encoders Luca Anzalone S. S. Chhibra B. Maier N. Chernyavskaya M. Pierini AI4CE 62 4 0 22 Jun 2023
$λ$ FS: A Scalable and Elastic Distributed File System Metadata Service using Serverless Functions Benjamin Carver Runzhou Han Jingyuan Zhang Mai Zheng Yue Cheng 34 4 0 20 Jun 2023
Supervised Auto-Encoding Twin-Bottleneck Hashing Yuan Chen Stéphane Marchand-Maillet 62 0 0 19 Jun 2023
Deep Huber quantile regression networks Hristos Tyralis Georgia Papacharalampous N. Dogulu Kwok-Pan Chun UQCV 145 2 0 17 Jun 2023
Bootstrapped Representations in Reinforcement Learning Charline Le Lan Stephen Tu Mark Rowland Anna Harutyunyan Rishabh Agarwal Marc G. Bellemare Will Dabney OffRL OOD SSL 140 10 0 16 Jun 2023
MobileASR: A resource-aware on-device learning framework for user voice personalization applications on mobile phones Zitha Sasindran Harsha Yelchuri Pooja S B. Rao Prabhakar Venkata Tamma 64 1 0 15 Jun 2023
Improving Image Tracing with Convolutional Autoencoders by High-Pass Filter Preprocessing Zineddine Bettouche Andreas Fischer 20 1 0 15 Jun 2023
Exploring Resolution Fields for Scalable Image Compression with Uncertainty Guidance Dongyi Zhang Feng Li Man Liu Runmin Cong H. Bai Ming Wang Yao-Min Zhao 67 8 0 15 Jun 2023
ArchGym: An Open-Source Gymnasium for Machine Learning Assisted Architecture Design Srivatsan Krishnan Amir Yazdanbaksh Shvetank Prakash Jason J. Jabbour Ikechukwu Uchendu ... Behzad Boroujerdian Daniel Richins Devashree Tripathy Aleksandra Faust Vijay Janapa Reddi 116 14 0 15 Jun 2023
Naeural AI OS -- Decentralized ubiquitous computing MLOps execution engine Beatrice Milik S. Saraev Cristian Bleotiu Radu Lupaescu 91 0 0 14 Jun 2023
Effects of Data Enrichment with Image Transformations on the Performance of Deep Networks Hakan Temiz MDE 3DH 46 1 0 13 Jun 2023
Towards a Machine-Learned Poisson Solver for Low-Temperature Plasma Simulations in Complex Geometries Ihda Chaerony Siffa M. Becker K. Weltmann J. Trieschmann 64 3 0 13 Jun 2023
Differentiable Multi-Fidelity Fusion: Efficient Learning of Physics Simulations with Neural Architecture Search and Transfer Learning Yuwen Deng Wang Kang Wei W. Xing OOD AI4CE 73 0 0 12 Jun 2023
Toward Fair Facial Expression Recognition with Improved Distribution Alignment Mojtaba Kolahdouzi Ali Etemad 59 2 0 11 Jun 2023
$S$^{3}$: Increasing GPU Utilization during Generative Inference for Higher Throughput$ S $^{3}$ : Increasing GPU Utilization during Generative Inference for Higher Throughput Yunho Jin Chun-Feng Wu David Brooks Gu-Yeon Wei 110 71 0 09 Jun 2023
Scaling Spherical CNNs Carlos Esteves Jean-Jacques E. Slotine A. Makadia GNN LRM 85 14 0 08 Jun 2023
EMO: Episodic Memory Optimization for Few-Shot Meta-Learning Yingjun Du Jiayi Shen Xiantong Zhen Cees G. M. Snoek 74 1 0 08 Jun 2023
Online Multi-Contact Receding Horizon Planning via Value Function Approximation Jiayi Wang Sanghyun Kim Teguh Santoso Lembono Wenqian Du Jae-Koo Shim ... Ke Min Wang V. Ivan Sylvain Calinon S. Vijayakumar Steve Tonneau 54 5 0 07 Jun 2023
Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models Nikhil Kandpal Brian Lester Mohammed Muqeeth Anisha Mascarenhas Monty Evans Vishal Baskaran Tenghao Huang Haokun Liu Colin Raffel VLM 75 12 0 07 Jun 2023
Model Spider: Learning to Rank Pre-Trained Models Efficiently Yi-Kai Zhang Ting Huang Yao-Xiang Ding De-Chuan Zhan Han-Jia Ye 119 29 0 06 Jun 2023