Title
Weakly-Supervised Action Detection Guided by Audio Narration Keren Ye Adriana Kovashka 73 0 0 12 May 2022
View Synthesis with Sculpted Neural Points Yiming Zuo Jia Deng 3DPC 75 19 0 12 May 2022
Sparseloop: An Analytical Approach To Sparse Tensor Accelerator Modeling Yannan Nellie Wu Po-An Tsai A. Parashar Vivienne Sze J. Emer 65 62 0 12 May 2022
An Inexact Augmented Lagrangian Algorithm for Training Leaky ReLU Neural Network with Group Sparsity Wei Liu Xin Liu Xiaojun Chen 79 10 0 11 May 2022
AutoKE: An automatic knowledge embedding framework for scientific machine learning Mengge Du Yuntian Chen Dongxiao Zhang AI4CE 78 11 0 11 May 2022
Bias and Priors in Machine Learning Calibrations for High Energy Physics Rikab Gambhir Benjamin Nachman Jesse Thaler AI4CE 107 8 0 10 May 2022
Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures Yongji Wu Matthew Lentz Danyang Zhuo Yao Lu 84 24 0 10 May 2022
Spatial Monitoring and Insect Behavioural Analysis Using Computer Vision for Precision Pollination Malika Nisal Ratnayake Don Chathurika Amarathunga Asaduz Zaman A. Dyer Alan Dorin 24 23 0 10 May 2022
PS-Net: Learned Partially Separable Model for Dynamic MR Imaging Chentao Cao Zhuoxu Cui Qingyong Zhu Congcong Liu Dong Liang Yanjie Zhu 56 0 0 09 May 2022
Beyond backpropagation: bilevel optimization through implicit differentiation and equilibrium propagation Nicolas Zucchet João Sacramento 99 16 0 06 May 2022
Fusion: Efficient and Secure Inference Resilient to Malicious Servers Caiqin Dong Jian Weng Jia-Nan Liu Yue Zhang Yao Tong Anjia Yang Yudan Cheng Shun Hu 85 16 0 06 May 2022
Multi-Agent Deep Reinforcement Learning in Vehicular OCC Amirul Islam Leila Musavian N. Thomos 21 2 0 05 May 2022
dPRO: A Generic Profiling and Optimization System for Expediting Distributed DNN Training Han Hu Chenyu Jiang Yuchen Zhong Size Zheng Chuan Wu Yibo Zhu Yanghua Peng Chuanxiong Guo 55 19 0 05 May 2022
DeeptDCS: Deep Learning-Based Estimation of Currents Induced During Transcranial Direct Current Stimulation Xiaofan Jia S. B. Sayed N. Hasan Luis J. Gomez G. Huang A. Yucel 41 4 0 04 May 2022
SMLT: A Serverless Framework for Scalable and Adaptive Machine Learning Design and Training Ahsan Ali Syed Zawad Paarijaat Aditya Istemi Ekin Akkus Ruichuan Chen Feng Yan 53 9 0 04 May 2022
RLFlow: Optimising Neural Network Subgraph Transformation with World Models Sean Parker Sami Alabed Eiko Yoneki 34 0 0 03 May 2022
LoopStack: a Lightweight Tensor Algebra Compiler Stack Bram Wasti J. Cambronero Benoit Steiner Hugh Leather A. Zlateski 31 3 0 02 May 2022
Deployment of an IoT System for Adaptive In-Situ Soundscape Augmentation Trevor Wong Karn N. Watcharasupat Bhan Lam Kenneth Ooi Zhen-Ting Ong Furi Andi Karnapi W. Gan 52 5 0 29 Apr 2022
An Iterative Labeling Method for Annotating Fisheries Imagery Zhiyong Zhang Pushyami Kaveti Hanumant Singh A. Powell Erica L. Fruh M. E. Clarke 109 0 0 27 Apr 2022
Mapping suburban bicycle lanes using street scene images and deep learning Tyler M. Saxton 45 2 0 27 Apr 2022
Bifrost: End-to-End Evaluation and Optimization of Reconfigurable DNN Accelerators Axel Stjerngren Perry Gibson José Cano 92 4 0 26 Apr 2022
A physics-informed deep neural network for surrogate modeling in classical elasto-plasticity M. Eghbalian M. Pouragha R. Wan AI4CE PINN 43 48 0 26 Apr 2022
Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs John Thorpe Pengzhan Zhao Jon Eyolfson Yifan Qiao Zhihao Jia Minjia Zhang Ravi Netravali Guoqing Harry Xu 85 58 0 26 Apr 2022
Assessing the ability of generative adversarial networks to learn canonical medical image statistics Varun A. Kelkar Dimitrios S. Gotsis F. Brooks K. Prabhat Kyle J. Myers R. Zeng M. Anastasio MedIm GAN LM&MA 94 26 0 26 Apr 2022
gLaSDI: Parametric Physics-informed Greedy Latent Space Dynamics Identification Xiaolong He Youngsoo Choi William D. Fries Jonathan Belof Jiun-Shyan Chen AI4CE 47 39 0 26 Apr 2022
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications Han Cai Ji Lin Chengyue Wu Zhijian Liu Haotian Tang Hanrui Wang Ligeng Zhu Song Han 116 117 0 25 Apr 2022
Deep Learning for Medical Image Registration: A Comprehensive Review Subrato Bharati M. Rubaiyat Hossain Mondal Prajoy Podder V. B. Surya Prasath MedIm 70 28 0 24 Apr 2022
Secure Distributed/Federated Learning: Prediction-Privacy Trade-Off for Multi-Agent System Mohamed Ridha Znaidi Gaurav Gupta P. Bogdan FedML 45 1 0 24 Apr 2022
Optimizing Task Placement and Online Scheduling for Distributed GNN Training Acceleration Ziyue Luo Yixin Bao Chuan Wu GNN 45 9 0 24 Apr 2022
Federated Geometric Monte Carlo Clustering to Counter Non-IID Datasets Federico Lucchetti Jérémie Decouchant Maria Fernandes L. Chen Marcus Volp FedML 55 0 0 23 Apr 2022
A Tale of Two Models: Constructing Evasive Attacks on Edge Models Wei Hao Aahil Awatramani Jia-Bin Hu Chengzhi Mao Pin-Chun Chen Eyal Cidon Asaf Cidon Junfeng Yang AAML 90 4 0 22 Apr 2022
Learning-to-Rank at the Speed of Sampling: Plackett-Luce Gradient Estimation With Minimal Computational Complexity Harrie Oosterhuis 32 17 0 22 Apr 2022
Efficient Pipeline Planning for Expedited Distributed DNN Training Ziyue Luo Xiaodong Yi Guoping Long Shiqing Fan Chuan Wu Jun Yang Wei Lin 67 16 0 22 Apr 2022
Dirichlet Proportions Model for Hierarchically Coherent Probabilistic Forecasting Abhimanyu Das Weihao Kong Biswajit Paria Rajat Sen AI4TS 62 6 0 21 Apr 2022
Accelerating Physics Simulations with TPUs: An Inundation Modeling Example D. Pierce R. Hu Yusef Shafi Anudhyan Boral V. Anisimov Sella Nevo Yi-fan Chen AI4CE 43 0 0 21 Apr 2022
ActAR: Actor-Driven Pose Embeddings for Video Action Recognition Soufiane Lamghari Guillaume-Alexandre Bilodeau Nicolas Saunier 189 4 0 19 Apr 2022
A Convergence Analysis of Nesterov's Accelerated Gradient Method in Training Deep Linear Neural Networks Xin Liu Wei Tao Zhisong Pan 35 9 0 18 Apr 2022
Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond Haoxiang Wang Yue Liu Han Zhao OOD CLL 60 39 0 18 Apr 2022
Lodestar: Supporting Independent Learning and Rapid Experimentation Through Data-Driven Analysis Recommendations Deepthi Raghunandan Zhe Cui K. Sivaramakrishnan Segen Tirfe Shenzhi Shi Tejaswi Darshan Shrestha Leilani Battle Niklas Elmqvist 58 10 0 16 Apr 2022
Towards cost-effective and resource-aware aggregation at Edge for Federated Learning A. Khan Yuze Li Xinran Wang Sabaat Haroon Haider Ali Yue Cheng A. R. Butt Ali Anwar 120 3 0 16 Apr 2022
cu_FastTucker: A Faster and Stabler Stochastic Optimization for Parallel Sparse Tucker Decomposition on Multi-GPUs Zixuan Li 135 2 0 14 Apr 2022
Unsupervised Deep Learning Meets Chan-Vese Model Dihan Zheng Chenglong Bao Zuoqiang Shi Haibin Ling Kaisheng Ma 31 3 0 14 Apr 2022
Deep Learning for Effective and Efficient Reduction of Large Adaptation Spaces in Self-Adaptive Systems Danny Weyns Omid Gheibi Federico Quin Jeroen Van Der Donckt AI4CE 48 14 0 13 Apr 2022
Localization Distillation for Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren Jun Wang W. Zuo Ming-Ming Cheng 110 66 0 12 Apr 2022
Spatiotemporal Estimation of TROPOMI NO2 Column with Depthwise Partial Convolutional Neural Network Yannic Lops Masoud Ghahremanloo A. Pouyaei Yunsoo Choi Jia Jung Seyedali Mousavinezhad A. K. Salman Davyda M. Hammond 54 7 0 12 Apr 2022
Machine Learning and Deep Learning -- A review for Ecologists Maximilian Pichler F. Hartig 145 145 0 11 Apr 2022
Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review E. Olaniyi Dong Chen Yuzhen Lu Ya-Yu Huang 79 37 0 10 Apr 2022
Characterizing and Understanding the Behavior of Quantized Models for Reliable Deployment Qiang Hu Yuejun Guo Maxime Cordy Xiaofei Xie Wei Ma Mike Papadakis Yves Le Traon MQ 73 2 0 08 Apr 2022
LaF: Labeling-Free Model Selection for Automated Deep Neural Network Reusing Qiang Hu Yuejun Guo Maxime Cordy Xiaofei Xie Mike Papadakis Yves Le Traon 73 5 0 08 Apr 2022
Matching Writers to Content Writing Tasks Narayana Darapaneni Chandra Bhakuni Ujjval Bhatt Khamir Purohit Vikas Sardna Prabir Chakraborty A. Paduri 31 2 0 07 Apr 2022