Title
$Parameter estimation of the homodyned K distribution based on neural networks and trainable fractional-order moments$ Parameter estimation of the homodyned K distribution based on neural networks and trainable fractional-order moments Michal Byra Z. Klimonda Piotr Jarosik 14 0 0 11 Oct 2022
Scaling Up Deliberation for Multilingual ASR Ke Hu Yue Liu Tara N. Sainath LRM 33 9 0 11 Oct 2022
RoHNAS: A Neural Architecture Search Framework with Conjoint Optimization for Adversarial Robustness and Hardware Efficiency of Convolutional and Capsule Networks Alberto Marchisio Vojtěch Mrázek Andrea Massa Beatrice Bussolino Maurizio Martina Mohamed Bennai AAML 51 5 0 11 Oct 2022
MARLlib: A Scalable and Efficient Multi-agent Reinforcement Learning Library Siyi Hu Yifan Zhong Minquan Gao Weixun Wang Hao Dong Xiaodan Liang Zhihui Li Xiaojun Chang Yaodong Yang 23 15 0 11 Oct 2022
Rejecting noise in Baikal-GVD data with neural networks I. Kharuk G. Rubtsov G. Safronov 15 1 0 10 Oct 2022
KP-RNN: A Deep Learning Pipeline for Human Motion Prediction and Synthesis of Performance Art Patrick Perrine Trevor Kirkby 3DH 24 2 0 09 Oct 2022
Multi-Objective Personalized Product Retrieval in Taobao Search Yukun Zheng Jiang Bian Guang-Xun Meng Chao Zhang Honggang Wang Zhixuan Zhang Sen-Yuan Li Zhuang Tao Qingwen Liu Xiaoyi Zeng 8 11 0 09 Oct 2022
Demand Layering for Real-Time DNN Inference with Minimized Memory Usage Min-Zhi Ji Saehanseul Yi Chang-Mo Koo Sol Ahn Dongjoo Seo N. Dutt Jong-Chan Kim 47 17 0 08 Oct 2022
ByteTransformer: A High-Performance Transformer Boosted for Variable-Length Inputs Yujia Zhai Chengquan Jiang Leyuan Wang Xiaoying Jia Shang Zhang Zizhong Chen Xin Liu Yibo Zhu 66 48 0 06 Oct 2022
Deep Learning Mixture-of-Experts Approach for Cytotoxic Edema Assessment in Infants and Children Henok Ghebrechristos Stence Nicholas D. Mirsky G. Alaghband Manh Huynh Zackary Kromer Ligia Batista Brent ONeill S. Moulton D. Lindberg MedIm 18 1 0 06 Oct 2022
Scaling up Stochastic Gradient Descent for Non-convex Optimisation S. Mohamad H. Alamri A. Bouchachia 50 3 0 06 Oct 2022
MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models Chenglin Yang Siyuan Qiao Qihang Yu Xiaoding Yuan Yukun Zhu Alan Yuille Hartwig Adam Liang-Chieh Chen ViT MoE 44 60 0 04 Oct 2022
Sampling Streaming Data with Parallel Vector Quantization -- PVQ Mujahid Sultan 30 1 0 04 Oct 2022
Lightweight Strategy for XOR PUFs as Security Primitives for Resource-constrained IoT device Gaoxiang Li Khalid T. Mursi Yu Zhuang 11 1 0 04 Oct 2022
In the realm of hybrid Brain: Human Brain and AI Hoda Fares Margherita Ronchini M. Zamani H. Farkhani F. Moradi 33 5 0 04 Oct 2022
MSRL: Distributed Reinforcement Learning with Dataflow Fragments Huanzhou Zhu Bo Zhao Gang Chen Weifeng Chen Yijie Chen Liang Shi Yaodong Yang Peter R. Pietzuch Lei Chen OffRL MoE 31 7 0 03 Oct 2022
Blockchain-based Monitoring for Poison Attack Detection in Decentralized Federated Learning Ranwa Al Mallah David López OOD 24 6 0 30 Sep 2022
Cloud Classification with Unsupervised Deep Learning Takuya Kurihana Ian Foster Rebecca Willett S. Jenkins Kathryn Koenig Ruby Werman Ricardo Barros Lourenço Casper Neo Elisabeth Moyer 24 8 0 30 Sep 2022
PyPose: A Library for Robot Learning with Physics-based Optimization Chen Wang Dasong Gao Kuan Xu Junyi Geng Yaoyu Hu ... Jiajun Wu Lihua Xie Luca Carlone Marco Hutter Sebastian Scherer PINN AI4CE 67 43 0 30 Sep 2022
Convolutional Neural Networks Quantization with Attention Binyi Wu Bernd Waschneck Christian Mayr MQ 24 1 0 30 Sep 2022
Experts in the Loop: Conditional Variable Selection for Accelerating Post-Silicon Analysis Based on Deep Learning Yiwen Liao Raphael Latty Bin Yang 18 0 0 30 Sep 2022
IvySyn: Automated Vulnerability Discovery in Deep Learning Frameworks Neophytos Christou Di Jin Vaggelis Atlidakis Baishakhi Ray V. Kemerlis 29 13 0 29 Sep 2022
Less is More: Rethinking Few-Shot Learning and Recurrent Neural Nets Deborah Pereg M. Villiger B. Bouma Polina Golland 39 3 0 28 Sep 2022
$Physics-aware Differentiable Discrete Codesign for Diffractive Optical Neural Networks$ Physics-aware Differentiable Discrete Codesign for Diffractive Optical Neural Networks Yingjie Li Ruiyang Chen Weilu Gao Cunxi Yu 34 11 0 28 Sep 2022
On Physics-Informed Neural Networks for Quantum Computers Stefano Markidis PINN 37 18 0 28 Sep 2022
Word to Sentence Visual Semantic Similarity for Caption Generation: Lessons Learned Ahmed Sabir 25 0 0 26 Sep 2022
Optimizing DNN Compilation for Distributed Training with Joint OP and Tensor Fusion Xiaodong Yi Shiwei Zhang Lansong Diao Chuan Wu Zhen Zheng Shiqing Fan Siyu Wang Jun Yang W. Lin 49 4 0 26 Sep 2022
Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy Zhifeng Jiang Wei Wang Ruichuan Chen 48 7 0 26 Sep 2022
Fast Disparity Estimation from a Single Compressed Light Field Measurement Emmanuel Martinez Edwin Vargas Henry Arguello 19 0 0 22 Sep 2022
Automated detection of Alzheimer disease using MRI images and deep neural networks- A review Narotam Singh D. Patteshwari N. Soni A. Kapoor OOD 40 4 0 22 Sep 2022
Detecting Rotated Objects as Gaussian Distributions and Its 3-D Generalization Xue Yang Gefan Zhang Xiaojiang Yang Yue Zhou Wentao Wang Jin Tang Tao He Junchi Yan 30 88 0 22 Sep 2022
Deep Lake: a Lakehouse for Deep Learning S. Hambardzumyan Abhina Tuli Levon Ghukasyan Fariz Rahman Hrant Topchyan ... Mark McQuade M. Harutyunyan Tatevik Hakobyan I. Stranic Davit Buniatyan 31 17 0 22 Sep 2022
Nesting Forward Automatic Differentiation for Memory-Efficient Deep Neural Network Training Cong Guo Yuxian Qiu Jingwen Leng Chen Zhang Yingdian Cao Quan Zhang Yunxin Liu Fan Yang Minyi Guo AI4CE 75 4 0 22 Sep 2022
Deep Learning on Home Drone: Searching for the Optimal Architecture Alaa Maalouf Yotam Gurfinkel Barak Diker O. Gal Daniela Rus Dan Feldman 37 5 0 21 Sep 2022
Streaming Encoding Algorithms for Scalable Hyperdimensional Computing Anthony Thomas Behnam Khaleghi Gopi Krishna Jha S. Dasgupta N. Himayat Ravi Iyer Nilesh Jain Tajana Rosing 23 6 0 20 Sep 2022
PolyMPCNet: Towards ReLU-free Neural Architecture Search in Two-party Computation Based Private Inference Hongwu Peng Shangli Zhou Yukui Luo Shijin Duan Nuo Xu ... Tong Geng Ang Li Wujie Wen Xiaolin Xu Caiwen Ding 44 3 0 20 Sep 2022
Statement-Level Vulnerability Detection: Learning Vulnerability Patterns Through Information Theory and Contrastive Learning Van Nguyen Trung Le Chakkrit Tantithamthavorn Michael Fu John C. Grundy Hung Nguyen S. Çamtepe Paul Quirk Dinh Q. Phung 48 4 0 20 Sep 2022
Cross Project Software Vulnerability Detection via Domain Adaptation and Max-Margin Principle Van Nguyen Trung Le Chakkrit Tantithamthavorn John C. Grundy Hung Nguyen Dinh Q. Phung 60 4 0 19 Sep 2022
SAMP: A Model Inference Toolkit of Post-Training Quantization for Text Processing via Self-Adaptive Mixed-Precision Rong Tian Zijing Zhao Weijie Liu Haoyan Liu Weiquan Mao Zhe Zhao Kimmo Yan MQ 27 5 0 19 Sep 2022
Deep Metric Learning with Chance Constraints Y. Z. Gürbüz Ogul Can A. Aydin Alatan 32 2 0 19 Sep 2022
Empirical Analysis on Top-k Gradient Sparsification for Distributed Deep Learning in a Supercomputing Environment Daegun Yoon Sangyoon Oh 28 0 0 18 Sep 2022
Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances Minghua Ma Zhao Tian Max Hort Federica Sarro Hongyu Zhang Qingwei Lin Dongmei Zhang 28 5 0 17 Sep 2022
Belief Revision based Caption Re-ranker with Visual Semantic Information Ahmed Sabir Francesc Moreno-Noguer Pranava Madhyastha Lluís Padró BDL 34 2 0 16 Sep 2022
Dynamics-informed deconvolutional neural networks for super-resolution identification of regime changes in epidemiological time series J. Vilar L. Saiz 27 6 0 16 Sep 2022
Learning Pair Potentials using Differentiable Simulations Wujie Wang Zhenghao Wu Rafael Gómez-Bombarelli 35 23 0 16 Sep 2022
Distribution Aware Metrics for Conditional Natural Language Generation David M. Chan Yiming Ni David A. Ross Sudheendra Vijayanarasimhan Austin Myers John F. Canny 53 4 0 15 Sep 2022
Efficiency Ordering of Stochastic Gradient Descent Jie Hu Vishwaraj Doshi Do Young Eun 33 6 0 15 Sep 2022
A Universally-Deployable ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement, and Voice Separation Tom O'Malley A. Narayanan Quan Wang 27 5 0 14 Sep 2022
FaceTopoNet: Facial Expression Recognition using Face Topology Learning Mojtaba Kolahdouzi Alireza Sepas-Moghaddam Ali Etemad 3DH CVBM 27 7 0 13 Sep 2022
Comparative analysis of segmentation and generative models for fingerprint retrieval task Megha Patel Devarsh Patel Sarthak Patel 21 0 0 13 Sep 2022