Title
Differentiable Forward Kinematics for TensorFlow 2 Lukas Mölschl Jakob J. Hollenstein J. Piater 69 0 0 24 Jan 2023
A two stages Deep Learning Architecture for Model Reduction of Parametric Time-Dependent Problems Isabella Carla Gonnella M. Hess G. Stabile G. Rozza AI4CE 82 2 0 24 Jan 2023
A Stability Analysis of Fine-Tuning a Pre-Trained Model Z. Fu Anthony Man-Cho So Nigel Collier 64 3 0 24 Jan 2023
SMDDH: Singleton Mention detection using Deep Learning in Hindi Text K. Lata Pardeep Singh Kamlesh Dutta 63 1 0 23 Jan 2023
The Backpropagation algorithm for a math student S. Damadi Golnaz Moharrer Mostafa Cham 60 4 0 22 Jan 2023
Tensor Networks Meet Neural Networks: A Survey and Future Perspectives Maolin Wang Yu Pan Zenglin Xu Xiangli Yang Guangxi Li A. Cichocki Andrzej Cichocki 210 22 0 22 Jan 2023
SuperScaler: Supporting Flexible DNN Parallelization via a Unified Abstraction Zhiqi Lin Youshan Miao Guodong Liu Xiaoxiang Shi Quanlu Zhang ... Xu Cao Cheng-Wu Li Mao Yang Lintao Zhang Lidong Zhou 63 6 0 21 Jan 2023
Massively Parallel Genetic Optimization through Asynchronous Propagation of Populations Oskar Taubert Marie Weiel D. Coquelin Anis Farshian Charlotte Debus A. Schug Achim Streit Markus Gotz 62 8 0 20 Jan 2023
Baechi: Fast Device Placement of Machine Learning Graphs Beomyeol Jeon L. Cai Chirag Shetty P. Srivastava Jintao Jiang Xiaolan Ke Yitao Meng Cong Xie Indranil Gupta GNN 47 19 0 20 Jan 2023
Accelerating and Compressing Deep Neural Networks for Massive MIMO CSI Feedback O. Erak H. Abou-zeid 88 5 0 20 Jan 2023
Promises and pitfalls of deep neural networks in neuroimaging-based psychiatric research Fabian Eitel Marc-Andre Schulz Moritz Seiler Henrik Walter K. Ritter AI4CE 89 44 0 20 Jan 2023
Federated Automatic Differentiation Keith Rush Zachary B. Charles Zachary Garrett FedML 93 1 0 18 Jan 2023
Beating the Best: Improving on AlphaFold2 at Protein Structure Prediction A. Abdel-Rehim Oghenejokpeme I. Orhobor Hang Lou Hao Ni Ross King 20 2 0 18 Jan 2023
$EvoAAA: An evolutionary methodology for automated \neural autoencoder architecture search$ EvoAAA: An evolutionary methodology for automated \neural autoencoder architecture search F. Charte Antonio J. Rivera F. Martínez M. J. D. Jesus 69 13 0 15 Jan 2023
Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Pruning Huan Wang Can Qin Yue Bai Yun Fu 103 21 0 12 Jan 2023
Reaching the Edge of the Edge: Image Analysis in Space R. Bayer Julian Priest Pınar Tözün 108 6 0 12 Jan 2023
Blockchain For Mobile Health Applications: Acceleration With GPU Computing G. Drakopoulos Michael Marountas Xenophon Liapakis Giannis Tzimas Phivos Mylonas S. Sioutas 18 2 0 11 Jan 2023
BINN: A deep learning approach for computational mechanics problems based on boundary integral equations Jia Sun Yinghua Liu Yizheng Wang Z. Yao Xiao-ping Zheng PINN AI4CE 50 25 0 11 Jan 2023
VQNet 2.0: A New Generation Machine Learning Framework that Unifies Classical and Quantum Huanyu Bian Z. Jia Meng-Han Dou Yuan Fang Leijiao Li ... Yang Yang Weiming Zhang Neng H. Yu Zhao-Yun Chen G. Guo GNN 39 4 0 09 Jan 2023
Deep Injective Prior for Inverse Scattering AmirEhsan Khorashadizadeh Vahid Khorashadi-Zadeh Sepehr Eskandari Guy A. E. Vandenbosch Ivan Dokmanić 82 7 0 08 Jan 2023
Systems for Parallel and Distributed Large-Model Deep Learning Training Kabir Nagrecha GNN VLM MoE 74 7 0 06 Jan 2023
AdaEnsemble: Learning Adaptively Sparse Structured Ensemble Network for Click-Through Rate Prediction Yachen Yan Liubo Li 84 3 0 06 Jan 2023
xDeepInt: a hybrid architecture for modeling the vector-wise and bit-wise feature interactions Yachen Yan Liubo Li 66 9 0 03 Jan 2023
DynInt: Dynamic Interaction Modeling for Large-scale Click-Through Rate Prediction Yachen Yan Liubo Li 58 0 0 03 Jan 2023
EZInterviewer: To Improve Job Interview Performance with Mock Interview Generator Mingzhe Li Preslav Nakov Weiheng Liao Yang Song Tao Zhang Dongyan Zhao Rui Yan 94 10 0 03 Jan 2023
Follow the Timeline! Generating Abstractive and Extractive Timeline Summary in Chronological Order Preslav Nakov Li Mingzhe Shen Gao Zhangming Chan Dongyan Zhao Xin Gao Xiangliang Zhang Rui Yan 349 4 0 02 Jan 2023
ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders Sanghyun Woo Shoubhik Debnath Ronghang Hu Xinlei Chen Zhuang Liu In So Kweon Saining Xie SyDa 165 825 0 02 Jan 2023
Point Cloud-based Proactive Link Quality Prediction for Millimeter-wave Communications Shoki Ohta Takayuki Nishio R. Kudo Kahoko Takahashi Hisashi Nagata 51 7 0 02 Jan 2023
Macro-block dropout for improved regularization in training end-to-end speech recognition models Chanwoo Kim Sathish Indurti Jinhwan Park Wonyong Sung 61 0 0 29 Dec 2022
Beyond 5G Networks: Integration of Communication, Computing, Caching, and Control M. M. Adam Liqiang Zhao Kezhi Wang Zhu Han 37 10 0 26 Dec 2022
Quality at the Tail of Machine Learning Inference Zhengxin Yang Wanling Gao Chunjie Luo Lei Wang Fei Tang Xu Wen Jianfeng Zhan 78 1 0 25 Dec 2022
Scalable Adaptive Computation for Iterative Generation Allan Jabri David Fleet Ting-Li Chen DiffM 80 117 0 22 Dec 2022
Automatically Bounding the Taylor Remainder Series: Tighter Bounds and New Applications Matthew J. Streeter Joshua V. Dillon 28 11 0 22 Dec 2022
Robust Path Selection in Software-defined WANs using Deep Reinforcement Learning Shahrooz Pouryousef Lixin Gao Don Towsley 42 1 0 21 Dec 2022
Towards Efficient Visual Simplification of Computational Graphs in Deep Neural Networks Rusheng Pan Zhiyong Wang Yating Wei Han Gao Gongchang Ou Caleb Chen Cao Jinglin Xu Tong Xu Wei Chen GNN 48 4 0 21 Dec 2022
PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition Sihao Chen S. Buthpitiya Alex Fabrikant Dan Roth Tal Schuster 69 25 0 21 Dec 2022
ToL: A Tensor of List-Based Unified Computation Model Hongxiao Li Wanling Gao Lei Wang Jianfeng Zhan 29 0 0 21 Dec 2022
Efficient and Sound Differentiable Programming in a Functional Array-Processing Language Amir Shaikhha Mathieu Huot Shabnam Ghasemirad Andrew Fitzgibbon S. Jones Dimitrios Vytiniotis 84 1 0 20 Dec 2022
Containerisation for High Performance Computing Systems: Survey and Prospects Naweiluo Zhou Huan Zhou Dennis Hoppe 65 27 0 16 Dec 2022
Machine Learning Systems are Bloated and Vulnerable Huaifeng Zhang Fahmi Abdulqadir Ahmed Dyako Fatih Akayou Kitessa Mohannad J. Alhanahnah Philipp Leitner Ahmed Ali-Eldin 39 5 0 16 Dec 2022
Kernel-as-a-Service: A Serverless Interface to GPUs Nathan Pemberton Anton Zabreyko Zhoujie Ding R. Katz Joseph E. Gonzalez 68 9 0 15 Dec 2022
Differentiating Nonsmooth Solutions to Parametric Monotone Inclusion Problems Jérôme Bolte Edouard Pauwels Antonio Silveti-Falls 67 13 0 15 Dec 2022
Improving Warped Planar Object Detection Network For Automatic License Plate Recognition Nguyen Dinh Tra Nguyen Cong Tri P. D. Hung 39 1 0 14 Dec 2022
Generating extreme quantum scattering in graphene with machine learning Chen-Di Han Y. Lai 59 4 0 13 Dec 2022
Smart Journey in Istanbul: A Mobile Application in Smart Cities for Traffic Estimation by Harnessing Time Series Senem Tanberk Mustafa Can 18 0 0 13 Dec 2022
Numerical Stability of DeepGOPlus Inference Inés Gonzalez Pepe Yohan Chatelain Gregory Kiar Tristan Glatard BDL 52 2 0 13 Dec 2022
Graph-Regularized Manifold-Aware Conditional Wasserstein GAN for Brain Functional Connectivity Generation Yee-Fan Tan C. Ting Fuad M. Noman Raphaël C.-W. Phan H. Ombao MedIm 62 7 0 10 Dec 2022
Optimized Sparse Matrix Operations for Reverse Mode Automatic Differentiation Nicolas Nytko Ali Taghibakhshi Tareq Uz Zaman S. MacLachlan Luke N. Olson Matthew West 61 7 0 10 Dec 2022
OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models Jinze Bai Rui Men Han Yang Xuancheng Ren Kai Dang ... Wenhang Ge Jianxin Ma Junyang Lin Jingren Zhou Chang Zhou 88 16 0 08 Dec 2022
Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy Ergute Bao Yizheng Zhu X. Xiao Yifan Yang Beng Chin Ooi B. Tan Khin Mi Mi Aung FedML 82 19 0 08 Dec 2022