Title
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 22 3 0 09 Jan 2023
Deep Injective Prior for Inverse Scattering AmirEhsan Khorashadizadeh Vahid Khorashadi-Zadeh Sepehr Eskandari Guy A. E. Vandenbosch Ivan Dokmanić 26 7 0 08 Jan 2023
Systems for Parallel and Distributed Large-Model Deep Learning Training Kabir Nagrecha GNN VLM MoE 36 7 0 06 Jan 2023
AdaEnsemble: Learning Adaptively Sparse Structured Ensemble Network for Click-Through Rate Prediction Yachen Yan Liubo Li 22 3 0 06 Jan 2023
xDeepInt: a hybrid architecture for modeling the vector-wise and bit-wise feature interactions Yachen Yan Liubo Li 32 9 0 03 Jan 2023
DynInt: Dynamic Interaction Modeling for Large-scale Click-Through Rate Prediction Yachen Yan Liubo Li 30 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 52 9 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 189 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 103 729 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 27 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 33 0 0 29 Dec 2022
Beyond 5G Networks: Integration of Communication, Computing, Caching, and Control M. M. Adam Liqiang Zhao Kezhi Wang Zhu Han 15 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 38 1 0 25 Dec 2022
Scalable Adaptive Computation for Iterative Generation Allan Jabri David Fleet Ting-Li Chen DiffM 35 107 0 22 Dec 2022
Automatically Bounding the Taylor Remainder Series: Tighter Bounds and New Applications Matthew J. Streeter Joshua V. Dillon 13 10 0 22 Dec 2022
Robust Path Selection in Software-defined WANs using Deep Reinforcement Learning Shahrooz Pouryousef Lixin Gao Don Towsley 19 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 23 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 27 23 0 21 Dec 2022
ToL: A Tensor of List-Based Unified Computation Model Hongxiao Li Wanling Gao Lei Wang Jianfeng Zhan 22 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 26 1 0 20 Dec 2022
Containerisation for High Performance Computing Systems: Survey and Prospects Naweiluo Zhou Huan Zhou Dennis Hoppe 40 25 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 6 3 0 16 Dec 2022
Kernel-as-a-Service: A Serverless Interface to GPUs Nathan Pemberton Anton Zabreyko Zhoujie Ding R. Katz Joseph E. Gonzalez 34 8 0 15 Dec 2022
Differentiating Nonsmooth Solutions to Parametric Monotone Inclusion Problems Jérôme Bolte Edouard Pauwels Antonio Silveti-Falls 28 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 24 1 0 14 Dec 2022
Generating extreme quantum scattering in graphene with machine learning Chen-Di Han Y. Lai 13 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 14 0 0 13 Dec 2022
Numerical Stability of DeepGOPlus Inference Inés Gonzalez Pepe Yohan Chatelain Gregory Kiar Tristan Glatard BDL 24 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 24 6 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 29 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 37 15 0 08 Dec 2022
Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy Ergute Bao Yizheng Zhu X. Xiao Yin Yang Beng Chin Ooi B. Tan Khin Mi Mi Aung FedML 31 19 0 08 Dec 2022
A Novel Stochastic Gradient Descent Algorithm for Learning Principal Subspaces Charline Le Lan Joshua Greaves Jesse Farebrother Mark Rowland Fabian Pedregosa Rishabh Agarwal Marc G. Bellemare 52 8 0 08 Dec 2022
AbHE: All Attention-based Homography Estimation Mingxiao Huo Zhihao Zhang Xinyang Ren Xianqiang Yang 34 6 0 06 Dec 2022
Yggdrasil Decision Forests: A Fast and Extensible Decision Forests Library Mathieu Guillame-Bert Sebastian Bruch Richard Stotz Jan Pfeifer 29 11 0 06 Dec 2022
QFT: Post-training quantization via fast joint finetuning of all degrees of freedom Alexander Finkelstein Ella Fuchs Idan Tal Mark Grobman Niv Vosco Eldad Meller MQ 41 6 0 05 Dec 2022
AGO: Boosting Mobile AI Inference Performance by Removing Constraints on Graph Optimization Zhiying Xu H. Peng Wei Wang GNN 31 3 0 02 Dec 2022
GMM-IL: Image Classification using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes P. Johnston Keiller Nogueira Kevin Swingler CLL 13 2 0 01 Dec 2022
MrSARP: A Hierarchical Deep Generative Prior for SAR Image Super-resolution Tushar Agarwal Nithin Sugavanam Emre Ertin GAN 23 2 0 30 Nov 2022
AIO-P: Expanding Neural Performance Predictors Beyond Image Classification Keith G. Mills Di Niu Mohammad Salameh Weichen Qiu Fred X. Han Puyuan Liu Jialin Zhang Wei Lu Shangling Jui 45 7 0 30 Nov 2022
GENNAPE: Towards Generalized Neural Architecture Performance Estimators Keith G. Mills Fred X. Han Jialin Zhang Fabián A. Chudak A. Mamaghani Mohammad Salameh Wei Lu Shangling Jui Di Niu 34 4 0 30 Nov 2022
Development of an Equation-based Parallelization Method for Multiphase Particle-in-Cell Simulations M. Woo T. Jordan Tarak N. Nandi J. Dietiker C. Guenther Dirk Van Essendelft 11 2 0 28 Nov 2022
Automated Detection of Dolphin Whistles with Convolutional Networks and Transfer Learning Burla Nur Korkmaz R. Diamant Gil Danino Alberto Testolin 11 14 0 28 Nov 2022
Continuous diffusion for categorical data Sander Dieleman Laurent Sartran Arman Roshannai Nikolay Savinov Yaroslav Ganin ... Conor Durkan Curtis Hawthorne Rémi Leblond Will Grathwohl J. Adler DiffM 32 100 0 28 Nov 2022
Interactive Visual Feature Search Devon Ulrich Ruth C. Fong FAtt 34 0 0 28 Nov 2022
Profile-Guided Parallel Task Extraction and Execution for Domain Specific Heterogeneous SoC Liang-I Chang J. Mack B. Willis Xing Chen J. Brunhaver Ali Akoglu C. Chakrabarti 21 2 0 26 Nov 2022
Robust One-shot Segmentation of Brain Tissues via Image-aligned Style Transformation Jinxin Lv Xiaoyu Zeng Sheng Wang Ran Duan Zhiwei Wang Qiang Li 32 3 0 26 Nov 2022
Certified data-driven physics-informed greedy auto-encoder simulator Xiaolong He Youngsoo Choi William D. Fries Jonathan Belof Jiun-Shyan Chen AI4CE 24 2 0 24 Nov 2022
AIREPAIR: A Repair Platform for Neural Networks Xidan Song Youcheng Sun Mustafa A. Mustafa Lucas C. Cordeiro KELM 19 4 0 24 Nov 2022
Towards computer vision technologies: Semi-automated reading of automated utility meters M. Spichkova J. V. Zyl 21 0 0 24 Nov 2022