Title
Packrat: Automatic Reconfiguration for Latency Minimization in CPU-based DNN Serving Ankit Bhardwaj Amar Phanishayee Deepak Narayanan Mihail Tarta Ryan Stutsman 16 2 0 30 Nov 2023
Bias Resilient Multi-Step Off-Policy Goal-Conditioned Reinforcement Learning Lisheng Wu Ke Chen 18 0 0 29 Nov 2023
GNNFlow: A Distributed Framework for Continuous Temporal GNN Learning on Dynamic Graphs Yuchen Zhong Guangming Sheng Tianzuo Qin Minjie Wang Quan Gan Chuan Wu AI4CE GNN 37 7 0 29 Nov 2023
Deep Regularized Compound Gaussian Network for Solving Linear Inverse Problems Carter Lyons R. Raj Margaret Cheney BDL 29 3 0 28 Nov 2023
LasTGL: An Industrial Framework for Large-Scale Temporal Graph Learning Jintang Li Jiawang Dan Ruofan Wu Jing Zhou Sheng Tian ... Changhua Meng Weiqiang Wang Yuchang Zhu Liang Chen Zibin Zheng AI4CE 57 0 0 28 Nov 2023
BatchNorm-based Weakly Supervised Video Anomaly Detection Yixuan Zhou Yi Qu Xing Xu Fumin Shen Jingkuan Song Hengtao Shen 28 19 0 26 Nov 2023
Support Vector Machine Implementation on MPI-CUDA and Tensorflow Framework Islam Elgarhy 11 0 0 25 Nov 2023
HongTu: Scalable Full-Graph GNN Training on Multiple GPUs (via communication-optimized CPU data offloading) Qiange Wang Yao Chen Weng-Fai Wong Bingsheng He GNN 26 9 0 25 Nov 2023
Weak Alignment Supervision from Hybrid Model Improves End-to-end ASR Jintao Jiang Yingbo Gao Zoltán Tüske 36 1 0 24 Nov 2023
DP-NMT: Scalable Differentially-Private Machine Translation Timour Igamberdiev Doan Nam Long Vu Felix Künnecke Zhuo Yu Jannik Holmer Ivan Habernal 40 7 0 24 Nov 2023
Prototype of deployment of Federated Learning with IoT devices Pablo García Santaclara Ana Fernández-Vilas R. Redondo 28 10 0 24 Nov 2023
When Side-Channel Attacks Break the Black-Box Property of Embedded Artificial Intelligence Benoît Coqueret Mathieu Carbone Olivier Sentieys Gabriel Zaid 58 2 0 23 Nov 2023
Investigating the use of publicly available natural videos to learn Dynamic MR image reconstruction O. Jaubert Michele Pascale Javier Montalt-Tordera Julius Akesson Ruta Virsinskaite Dan Knight Simon Arridge J. Steeden V. Muthurangu 35 1 0 23 Nov 2023
Locally Optimal Descent for Dynamic Stepsize Scheduling Gilad Yehudai Alon Cohen Amit Daniely Yoel Drori Tomer Koren Mariano Schain 37 0 0 23 Nov 2023
DMLR: Data-centric Machine Learning Research -- Past, Present and Future Luis Oala M. Maskey Lilith Bat-Leah Alicia Parrish Nezihe Merve Gürel ... Lora Aroyo Ce Zhang Joaquin Vanschoren Isabelle Guyon Peter Mattson AI4CE 39 11 0 21 Nov 2023
Perspectives on Privacy in the Post-Roe Era: A Mixed-Methods of Machine Learning and Qualitative Analyses of Tweets Yawen Guo Rachael Zehrung Katie Genuario Xuan Lu Qiaozhu Mei Yunan Chen Kai Zheng 17 1 0 20 Nov 2023
Tensor-Aware Energy Accounting Timur Babakol Yu David Liu 21 3 0 19 Nov 2023
Accurate and Fast Fischer-Tropsch Reaction Microkinetics using PINNs Harshil Patel Aniruddha Panda T. Nikolaienko Stanislav Jaso Alejandro Lopez Kaushic Kalyanaraman 36 2 0 17 Nov 2023
CDMPP: A Device-Model Agnostic Framework for Latency Prediction of Tensor Programs Hanpeng Hu Junwei Su Juntao Zhao Size Zheng Yibo Zhu Yanghua Peng Chuan Wu 26 1 0 16 Nov 2023
Regenerating Arbitrary Video Sequences with Distillation Path-Finding T. Le Sheng-Yi Yao Chun-Te Wu Tong-Yee Lee 57 1 0 13 Nov 2023
A differentiable brain simulator bridging brain simulation and brain-inspired computing Chaoming Wang Tianqiu Zhang Sichao He Hongyaoxing Gu Shangyang Li Si Wu 24 4 0 09 Nov 2023
Near-Linear Scaling Data Parallel Training with Overlapping-Aware Gradient Compression Lin Meng Yuzhong Sun Weimin Li 34 1 0 08 Nov 2023
Blurry Video Compression: A Trade-off between Visual Enhancement and Data Compression Dawit Mureja Argaw Junsik Kim In So Kweon 26 0 0 08 Nov 2023
Practical Performance Guarantees for Pipelined DNN Inference Aaron Archer Matthew Fahrbach Kuikui Liu Prakash Prabhu 34 0 0 07 Nov 2023
Machine learning's own Industrial Revolution Yuan Luo Song Han Jingjing Liu AI4CE 23 0 0 04 Nov 2023
TinyFormer: Efficient Transformer Design and Deployment on Tiny Devices Jianlei Yang Jiacheng Liao Fanding Lei Meichen Liu Junyi Chen Lingkun Long Han Wan Bei Yu Weisheng Zhao MoE 35 2 0 03 Nov 2023
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma Max Torop A. Masoomi Davin Hill Kivanc Kose Stratis Ioannidis Jennifer Dy 33 4 0 01 Nov 2023
Domain decomposition-based coupling of physics-informed neural networks via the Schwarz alternating method Will Snyder Irina Tezaur Christopher Wentland 32 4 0 01 Nov 2023
Relax: Composable Abstractions for End-to-End Dynamic Machine Learning Ruihang Lai Junru Shao Siyuan Feng Steven Lyubomirsky Bohan Hou ... Sunghyun Park Prakalp Srivastava Jared Roesch T. Mowry Tianqi Chen 47 9 0 01 Nov 2023
View Classification and Object Detection in Cardiac Ultrasound to Localize Valves via Deep Learning Derya Gol Gungor B. Rao C. Wolverton I. Guracar 11 3 0 31 Oct 2023
StairNet: Visual Recognition of Stairs for Human-Robot Locomotion Andrew Garrett Kurbis Dmytro Kuzmenko Bogdan Ivanyuk-Skulskiy Alex Mihailidis Brokoslaw Laschowski 23 0 0 31 Oct 2023
ROAM: memory-efficient large DNN training via optimized operator ordering and memory layout Huiyao Shu Ang Wang Ziji Shi Hanyu Zhao Yong Li Lu Lu OffRL 34 2 0 30 Oct 2023
There Are No Data Like More Data- Datasets for Deep Learning in Earth Observation Michael Schmitt S. A. Ahmadi Yonghao Xu G. Taşkın Ujjwal Verma F. Sica Ronny Hansch 23 24 0 30 Oct 2023
TorchDEQ: A Library for Deep Equilibrium Models Zhengyang Geng J. Zico Kolter VLM 62 12 0 28 Oct 2023
PockEngine: Sparse and Efficient Fine-tuning in a Pocket Ligeng Zhu Lanxiang Hu Ji Lin Wei-Chen Wang Wei-Ming Chen Chuang Gan Song Han 30 19 0 26 Oct 2023
MCUFormer: Deploying Vision Transformers on Microcontrollers with Limited Memory Yinan Liang Ziwei Wang Xiuwei Xu Yansong Tang Jie Zhou Jiwen Lu 29 9 0 25 Oct 2023
Citizen participation: crowd-sensed sustainable indoor location services Ioannis Nasios Konstantinos Vogklis A. Malhi Anastasia Vayona P. Chatziadam Vasilis Katos 13 0 0 25 Oct 2023
Task Grouping for Automated Multi-Task Machine Learning via Task Affinity Prediction Afiya Ayman Ayan Mukhopadhyay Aron Laszka 23 1 0 24 Oct 2023
Physically Explainable Deep Learning for Convective Initiation Nowcasting Using GOES-16 Satellite Observations Da Fan S. Greybush David John Gagne E. Clothiaux 20 1 0 24 Oct 2023
Preference Elicitation with Soft Attributes in Interactive Recommendation Erdem Biyik Fan Yao Yinlam Chow Alex Haig Chih-Wei Hsu Mohammad Ghavamzadeh Craig Boutilier 19 4 0 22 Oct 2023
Learning Interpretable Rules for Scalable Data Representation and Classification Zhuo Wang Wei Zhang Ning Liu Jianyong Wang 30 7 0 22 Oct 2023
RL-X: A Deep Reinforcement Learning Library (not only) for RoboCup Nico Bohlinger Klaus Dorer 27 4 0 20 Oct 2023
DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset Weijie Liu Xiaoxi Zhang Jingpu Duan Carlee Joe-Wong Zhi Zhou Xu Chen 26 8 0 20 Oct 2023
Unveiling Energy Efficiency in Deep Learning: Measurement, Prediction, and Scoring across Edge Devices Xiaolong Tu Anik Mallik Dawei Chen Kyungtae Han Onur Altintas Haoxin Wang Jiang Xie 27 12 0 19 Oct 2023
Blending gradient boosted trees and neural networks for point and probabilistic forecasting of hierarchical time series Ioannis Nasios Konstantinos Vogklis AI4TS 19 9 0 19 Oct 2023
DocXChain: A Powerful Open-Source Toolchain for Document Parsing and Beyond Cong Yao 52 6 0 19 Oct 2023
On Unsupervised Image-to-image translation and GAN stability BahaaEddin AlAila Zahra Jandaghi Abolfazl Farahani M. Al-Saad GAN 25 1 0 18 Oct 2023
Leveraging Large Language Model for Automatic Evolving of Industrial Data-Centric R&D Cycle Xu Yang Xiao Yang Weiqing Liu Jinhui Li Peng Yu Zeqi Ye Jiang Bian 37 1 0 17 Oct 2023
Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms Alexander Bukharin Yan Li Yue Yu Qingru Zhang Zhehui Chen Simiao Zuo Chao Zhang Songan Zhang Tuo Zhao OOD AAML 32 18 0 16 Oct 2023
GEVO-ML: Optimizing Machine Learning Code with Evolutionary Computation Jhe-Yu Liou Stephanie Forrest Carole-Jean Wu VLM 21 0 0 16 Oct 2023