Title
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 19 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 17 0 0 27 Apr 2022
Mapping suburban bicycle lanes using street scene images and deep learning Tyler M. Saxton 43 2 0 27 Apr 2022
Bifrost: End-to-End Evaluation and Optimization of Reconfigurable DNN Accelerators Axel Stjerngren Perry Gibson José Cano 39 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 11 45 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 29 56 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 32 25 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 24 36 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 42 109 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 27 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 15 1 0 24 Apr 2022
Optimizing Task Placement and Online Scheduling for Distributed GNN Training Acceleration Ziyue Luo Yixin Bao Chuan Wu GNN 19 8 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 24 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 40 4 0 22 Apr 2022
Learning-to-Rank at the Speed of Sampling: Plackett-Luce Gradient Estimation With Minimal Computational Complexity Harrie Oosterhuis 17 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 41 16 0 22 Apr 2022
Dirichlet Proportions Model for Hierarchically Coherent Probabilistic Forecasting Abhimanyu Das Weihao Kong Biswajit Paria Rajat Sen AI4TS 37 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 22 0 0 21 Apr 2022
ActAR: Actor-Driven Pose Embeddings for Video Action Recognition Soufiane Lamghari Guillaume-Alexandre Bilodeau Nicolas Saunier 59 3 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 9 8 0 18 Apr 2022
Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond Haoxiang Wang Yue Liu Han Zhao OOD CLL 41 38 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 15 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 56 3 0 16 Apr 2022
cu_FastTucker: A Faster and Stabler Stochastic Optimization for Parallel Sparse Tucker Decomposition on Multi-GPUs Zixuan Li 113 2 0 14 Apr 2022
Unsupervised Deep Learning Meets Chan-Vese Model Dihan Zheng Chenglong Bao Zuoqiang Shi Haibin Ling Kaisheng Ma 11 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 23 12 0 13 Apr 2022
Localization Distillation for Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren Jun Wang W. Zuo Ming-Ming Cheng 41 64 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 35 6 0 12 Apr 2022
Machine Learning and Deep Learning -- A review for Ecologists Maximilian Pichler F. Hartig 58 127 0 11 Apr 2022
Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review E. Olaniyi Dong Chen Yuzhen Lu Ya-Yu Huang 26 38 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 49 1 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 40 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 18 2 0 07 Apr 2022
Elastic Model Aggregation with Parameter Service Juncheng Gu Mosharaf Chowdhury Kang G. Shin Aditya Akella 19 3 0 07 Apr 2022
FairNeuron: Improving Deep Neural Network Fairness with Adversary Games on Selective Neurons Xuanqi Gao Juan Zhai Shiqing Ma Chao Shen Yufei Chen Qianqian Wang 39 37 0 06 Apr 2022
Generative Enriched Sequential Learning (ESL) Approach for Molecular Design via Augmented Domain Knowledge M. S. Ghaemi Karl Grantham Isaac Tamblyn Yifeng Li H. K. Ooi 33 3 0 05 Apr 2022
MetaAID: A Flexible Framework for Developing Metaverse Applications via AI Technology and Human Editing Hongyin Zhu 37 31 0 04 Apr 2022
Discretely Indexed Flows Elouan Argouarc'h Franccois Desbouvries Eric Barat Eiji Kawasaki T. Dautremer 23 0 0 04 Apr 2022
Model-Parallel Fourier Neural Operators as Learned Surrogates for Large-Scale Parametric PDEs Thomas J. Grady R. Khan M. Louboutin Ziyi Yin Philipp A. Witte Ranveer Chandra Russell J. Hewett Felix J. Herrmann AI4CE 32 34 0 04 Apr 2022
Multimodal Clustering with Role Induced Constraints for Speaker Diarization Nikolaos Flemotomos Shrikanth Narayanan 21 4 0 01 Apr 2022
QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration Zirui Xu Fuxun Yu Jinjun Xiong Xiang Chen 36 24 0 01 Apr 2022
i-Razor: A Differentiable Neural Input Razor for Feature Selection and Dimension Search in DNN-Based Recommender Systems Yao Yao B. Liu Haoxun He Dakui Sheng Ke Wang Li Xiao Huanhuan Cao 21 1 0 01 Apr 2022
Stereo Unstructured Magnification: Multiple Homography Image for View Synthesis Qi Zhang Xin Huang Yingfa Feng Xue Wang Hongdong Li Qing Wang 3DV 46 0 0 01 Apr 2022
Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries Haekyu Park Seongmin Lee Benjamin Hoover Austin P. Wright Omar Shaikh Rahul Duggal Nilaksh Das Kevin Wenliang Li Judy Hoffman Duen Horng Chau 39 2 0 30 Mar 2022
DELTA: Dynamically Optimizing GPU Memory beyond Tensor Recomputation Yu Tang Chenyu Wang Yufan Zhang Yuliang Liu Xingcheng Zhang Linbo Qiao Zhiquan Lai Dongsheng Li 26 4 0 30 Mar 2022
WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit Binbin Zhang Di Wu Zhendong Peng Xingcheng Song Zhuoyuan Yao Hang Lv Linfu Xie Chao Yang Fuping Pan Jianwei Niu VLM 34 94 0 29 Mar 2022
On Reinforcement Learning, Effect Handlers, and the State Monad Ugo Dal Lago Francesco Gavazzo Alexis Ghyselen 36 1 0 29 Mar 2022
RAVIR: A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis of Retinal Arteries and Veins in Infrared Reflectance Imaging Ali Hatamizadeh H. Hosseini Niraj Patel J. Choi Cameron Pole Cory M. Hoeferlin S. Schwartz D. Terzopoulos 27 27 0 28 Mar 2022
Discovering Human-Object Interaction Concepts via Self-Compositional Learning Zhi Hou Baosheng Yu Dacheng Tao 32 18 0 27 Mar 2022
Reinforcement Learning with Action-Free Pre-Training from Videos Younggyo Seo Kimin Lee Stephen James Pieter Abbeel SSL OnRL 27 119 0 25 Mar 2022