Title
OLLA: Optimizing the Lifetime and Location of Arrays to Reduce the Memory Usage of Neural Networks Benoit Steiner Mostafa Elhoushi Jacob Kahn James Hegarty 60 9 0 24 Oct 2022
OOD-DiskANN: Efficient and Scalable Graph ANNS for Out-of-Distribution Queries Shikhar Jaiswal Ravishankar Krishnaswamy Ankit Garg H. Simhadri Sheshansh Agrawal 84 26 0 22 Oct 2022
ALT: Boosting Deep Learning Performance by Breaking the Wall between Graph and Operator Level Optimizations Zhiying Xu Jiafan Xu H. Peng Wei Wang Xiaoliang Wang ... Haipeng Dai Yixu Xu Hao Cheng Kun Wang Guihai Chen 104 0 0 22 Oct 2022
Deep Learning in Single-Cell Analysis Dylan Molho Jiayuan Ding Zhaoheng Li Haifang Wen Wenzhuo Tang ... P. Danaher Robert Yang Y. Lei Yuying Xie Jiliang Tang 116 23 0 22 Oct 2022
Stochastic Adaptive Activation Function Kyungsu Lee Jaeseung Yang Haeyun Lee J. Y. Hwang 52 3 0 21 Oct 2022
Text Enhancement for Paragraph Processing in End-to-End Code-switching TTS Chunyu Qiang J. Tao Ruibo Fu Zhengqi Wen Jiangyan Yi Tao Wang Shiming Wang 37 0 0 20 Oct 2022
Motion correction in MRI using deep learning and a novel hybrid loss function Lei Zhang Xiaoke Wang Michael Rawson R. Balan E. Herskovits E. Melhem Linda Chang Ze Wang T. Ernst MedIm 84 13 0 19 Oct 2022
An Empirical Analysis of SMS Scam Detection Systems Muhammad Salman Muhammad Ikram M. Kâafar 98 8 0 19 Oct 2022
Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction Muralidhar Andoorveedu Zhanda Zhu Bojian Zheng Gennady Pekhimenko 47 7 0 19 Oct 2022
Detecting and analyzing missing citations to published scientific entities Jialiang Lin Yao Yu Jia-Qi Song X. Shi 52 4 0 18 Oct 2022
Real-Time Multi-Modal Semantic Fusion on Unmanned Aerial Vehicles with Label Propagation for Cross-Domain Adaptation S. Bultmann Jan Quenzel Sven Behnke 72 18 0 18 Oct 2022
An Improved Structured Mesh Generation Method Based on Physics-informed Neural Networks Xinhai Chen Jie Liu Junjun Yan Zhichao Wang Chunye Gong AI4CE 108 6 0 18 Oct 2022
Sub-8-bit quantization for on-device speech recognition: a regularization-free approach Kai Zhen Martin H. Radfar Hieu Duy Nguyen Grant P. Strimel Nathan Susanj Athanasios Mouchtaris MQ 69 8 0 17 Oct 2022
Merlin HugeCTR: GPU-accelerated Recommender System Training and Inference Zehuan Wang Yingcan Wei Minseok Lee Matthias Langer F. Yu ... Daniel G. Abel Xu Guo Jianbing Dong Ji Shi Kunlun Li GNN LRM 51 33 0 17 Oct 2022
Scratching Visual Transformer's Back with Uniform Attention Nam Hyeon-Woo Kim Yu-Ji Byeongho Heo Doonyoon Han Seong Joon Oh Tae-Hyun Oh 551 23 0 16 Oct 2022
Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications Shaoming Xu A. Khandelwal Xiang Li X. Jia Licheng Liu ... Kelly Cutler M. Steinbach Christopher J. Duffy John L. Nieber Vipin Kumar 43 3 0 15 Oct 2022
Real-time Action Recognition for Fine-Grained Actions and The Hand Wash Dataset Akash Nagaraj Mukund Sood Chetna Sureka Gowri Srinivasa 32 0 0 13 Oct 2022
SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models Ziyi Wu Nikita Dvornik Klaus Greff Thomas Kipf Animesh Garg OCL BDL 142 95 0 12 Oct 2022
$Parameter estimation of the homodyned K distribution based on neural networks and trainable fractional-order moments$ Parameter estimation of the homodyned K distribution based on neural networks and trainable fractional-order moments Michal Byra Z. Klimonda Piotr Jarosik 21 0 0 11 Oct 2022
Scaling Up Deliberation for Multilingual ASR Ke Hu Yue Liu Tara N. Sainath LRM 88 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 140 6 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 99 17 0 11 Oct 2022
Rejecting noise in Baikal-GVD data with neural networks I. Kharuk G. Rubtsov G. Safronov 55 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 50 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 40 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 114 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 149 52 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 23 1 0 06 Oct 2022
Scaling up Stochastic Gradient Descent for Non-convex Optimisation S. Mohamad H. Alamri A. Bouchachia 85 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 122 66 0 04 Oct 2022
Sampling Streaming Data with Parallel Vector Quantization -- PVQ Mujahid Sultan 49 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 18 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 109 6 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 76 7 0 03 Oct 2022
Blockchain-based Monitoring for Poison Attack Detection in Decentralized Federated Learning Ranwa Al Mallah David López OOD 53 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 31 9 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 140 46 0 30 Sep 2022
Convolutional Neural Networks Quantization with Attention Binyi Wu Bernd Waschneck Christian Mayr MQ 93 2 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 70 0 0 30 Sep 2022
IvySyn: Automated Vulnerability Discovery in Deep Learning Frameworks Neophytos Christou Di Jin Vaggelis Atlidakis Baishakhi Ray V. Kemerlis 88 16 0 29 Sep 2022
Less is More: Rethinking Few-Shot Learning and Recurrent Neural Nets Deborah Pereg M. Villiger B. Bouma Polina Golland 64 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 82 12 0 28 Sep 2022
Automatic Analysis of Available Source Code of Top Artificial Intelligence Conference Papers Jialiang Lin Yingmin Wang Yao Yu Yu Zhou Yidong Chen X. Shi 63 6 0 28 Sep 2022
On Physics-Informed Neural Networks for Quantum Computers Stefano Markidis PINN 90 19 0 28 Sep 2022
Word to Sentence Visual Semantic Similarity for Caption Generation: Lessons Learned Ahmed Sabir 130 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 74 4 0 26 Sep 2022
Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy Zhifeng Jiang Wei Wang Ruichuan Chen 108 8 0 26 Sep 2022
Fast Disparity Estimation from a Single Compressed Light Field Measurement Emmanuel Martinez Edwin Vargas Henry Arguello 56 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 51 5 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 100 92 0 22 Sep 2022