Title
Multi-Head Attention based Probabilistic Vehicle Trajectory Prediction Hayoung Kim Dongchan Kim Gihoon Kim Jeongmin Cho K. Huh 96 44 0 08 Apr 2020
Weighted Aggregating Stochastic Gradient Descent for Parallel Deep Learning Pengzhan Guo Zeyang Ye Keli Xiao Wei Zhu 50 14 0 07 Apr 2020
Mobile-Based Deep Learning Models for Banana Diseases Detection Sophia Sanga V. Mero D. Machuve Davis Mwanganda 26 36 0 07 Apr 2020
Compiling Spiking Neural Networks to Neuromorphic Hardware Shihao Song Adarsha Balaji Anup Das Nagarajan Kandasamy J. Shackleford 76 42 0 07 Apr 2020
pAElla: Edge-AI based Real-Time Malware Detection in Data Centers Antonio Libri Andrea Bartolini Luca Benini 44 25 0 07 Apr 2020
Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots Jia-Chen Gu Tianda Li Quan Liu Zhenhua Ling Zhiming Su Si Wei Xiao-Dan Zhu 66 164 0 07 Apr 2020
Characterizing and Modeling Distributed Training with Transient Cloud GPU Servers Shijian Li R. Walls Tian Guo 55 23 0 07 Apr 2020
Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images S. Graham David B. A. Epstein Nasir M. Rajpoot 109 89 0 06 Apr 2020
Adaptive Partial Scanning Transmission Electron Microscopy with Reinforcement Learning Jeffrey M. Ede 110 13 0 06 Apr 2020
Adaptive Explainable Neural Networks (AxNNs) Jie Chen J. Vaughan V. Nair Agus Sudjianto 48 21 0 05 Apr 2020
Reducing Data Motion to Accelerate the Training of Deep Neural Networks Sicong Zhuang Cristiano Malossi Marc Casas 34 0 0 05 Apr 2020
Machine Translation Pre-training for Data-to-Text Generation -- A Case Study in Czech Mihir Kale Scott Roy 51 14 0 05 Apr 2020
Deep learning approaches in food recognition C. Kiourt George Pavlidis Stella Markantonatou 46 27 0 04 Apr 2020
Methods and Techniques for Dynamic Deployability of Software-Defined Security Services Roberto Doriguzzi-Corin 19 1 0 04 Apr 2020
An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis Yunlong Liang Fandong Meng Jinchao Zhang Jinan Xu Jinan Xu Jie Zhou 150 40 0 04 Apr 2020
The Collection Virtual Machine: An Abstraction for Multi-Frontend Multi-Backend Data Analysis Ingo Müller Renato Marroquín D. Koutsoukos Mike Wawrzoniak Sabir Akhadov Gustavo Alonso 129 13 0 04 Apr 2020
Rational neural networks Nicolas Boullé Y. Nakatsukasa Alex Townsend 50 80 0 04 Apr 2020
TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications Zitao Chen Niranjhana Narayanan Bo Fang Guanpeng Li Karthik Pattabiraman Nathan Debardeleben 48 70 0 03 Apr 2020
Deep Transfer Learning for Texture Classification in Colorectal Cancer Histology Srinath Jayachandran Ashlin Ghosh MedIm 32 8 0 03 Apr 2020
Complete CVDL Methodology for Investigating Hydrodynamic Instabilities Reém Harel M. Rusanovsky Yehonatan Fridman A. Shimony Gal Oren AI4CE 47 6 0 03 Apr 2020
Neural Conditional Event Time Models Matthew M. Engelhard S. Berchuck Joshua DÁrcy Ricardo Henao 146 3 0 03 Apr 2020
SenseCare: A Research Platform for Medical Image Informatics and Interactive 3D Visualization Qi Duan Guotai Wang Rui Wang Chaohao Fu Xinjun Li ... Xinglong Liu Qing Xia Zhiqiang Hu Ning Huang Shaoting Zhang 99 19 0 03 Apr 2020
Semantic Segmentation of Underwater Imagery: Dataset and Benchmark M. Islam Chelsey Edge Yuyang Xiao Peigen Luo Muntaqim Mehtaz Christopher Morse Sadman Sakib Enan Junaed Sattar VLM 3DV 88 215 0 02 Apr 2020
Temporal Accumulative Features for Sign Language Recognition A. Kındıroglu Ogulcan Özdemir L. Akarun SLR 43 18 0 02 Apr 2020
An Attention-Based Deep Learning Model for Multiple Pedestrian Attributes Recognition Ehsan Yaghoubi D. Borza João Neves Aruna Kumar Hugo Manuel Proença CVBM 105 18 0 02 Apr 2020
Improving Deep Hyperspectral Image Classification Performance with Spectral Unmixing Alan J. X. Guo Fei Zhu 32 1 0 01 Apr 2020
Adversarial Transfer Learning for Punctuation Restoration Jiangyan Yi J. Tao Ye Bai Zhengkun Tian Cunhang Fan 65 32 0 01 Apr 2020
Will we ever have Conscious Machines? P. Krauss Andreas Maier 70 30 0 31 Mar 2020
DeepGS: Deep Representation Learning of Graphs and Sequences for Drug-Target Binding Affinity Prediction Xuan Lin 69 57 0 31 Mar 2020
Sign Language Transformers: Joint End-to-end Sign Language Recognition and Translation Necati Cihan Camgöz Oscar Koller Simon Hadfield Richard Bowden SLR 107 516 0 30 Mar 2020
TResNet: High Performance GPU-Dedicated Architecture T. Ridnik Hussam Lawen Asaf Noy Emanuel Ben-Baruch Gilad Sharir Itamar Friedman OOD 115 216 0 30 Mar 2020
TapLab: A Fast Framework for Semantic Video Segmentation Tapping into Compressed-Domain Knowledge Junyi Feng Songyuan Li Xi Li Leilei Gan Qi Tian Ming-Hsuan Yang Haibin Ling VOS 52 24 0 30 Mar 2020
An Investigation into the Stochasticity of Batch Whitening Lei Huang Lei Zhao Yi Zhou Fan Zhu Li Liu Ling Shao 113 19 0 27 Mar 2020
Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations Shuhao Cui Shuhui Wang Junbao Zhuo Liang Li Qingming Huang Q. Tian 92 369 0 27 Mar 2020
FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks Kai Zhao Sheng Di Sihuan Li Xin Liang Yujia Zhai Jieyang Chen Kaiming Ouyang Franck Cappello Zizhong Chen 99 81 0 27 Mar 2020
Adversarial System Variant Approximation to Quantify Process Model Generalization Julian Theis H. Darabi 60 9 0 26 Mar 2020
Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud Shulin Zeng Guohao Dai Hanbo Sun Kai Zhong Guangjun Ge Kaiyuan Guo Yu Wang Huazhong Yang 29 17 0 26 Mar 2020
Convolutional Neural Networks for Image-based Corn Kernel Detection and Counting S. Khaki Hieu H. Pham Ye Han Andy Kuhl W. Kent Lizhi Wang 66 55 0 26 Mar 2020
Advances in Bayesian Probabilistic Modeling for Industrial Applications Sayan Ghosh Piyush Pandita Steven Atkinson W. Subber Yiming Zhang Natarajan Chennimalai-Kumar S. Chakrabarti Liping Wang AI4CE 39 30 0 26 Mar 2020
Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis James Houston F. Glavin Michael G. Madden 27 41 0 26 Mar 2020
Fiber: A Platform for Efficient Development and Distributed Training for Reinforcement Learning and Population-Based Methods Jiale Zhi Rui Wang Jeff Clune Kenneth O. Stanley OffRL 72 12 0 25 Mar 2020
SOL: Effortless Device Support for AI Frameworks without Source Code Changes Nicolas Weber Felipe Huici 30 3 0 24 Mar 2020
Meta Pseudo Labels Hieu H. Pham Zihang Dai Qizhe Xie Minh-Thang Luong Quoc V. Le VLM 373 674 0 23 Mar 2020
Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming Ali Payani Faramarz Fekri 103 18 0 23 Mar 2020
HierTrain: Fast Hierarchical Edge AI Learning with Hybrid Parallelism in Mobile-Edge-Cloud Computing Deyin Liu Xu Chen Zhi Zhou Qing Ling 95 46 0 22 Mar 2020
BiCANet: Bi-directional Contextual Aggregating Network for Image Semantic Segmentation Quan Zhou Dechun Cong B. Kang Xiaofu Wu B. Zheng Huimin Lu Longin Jan Latecki SSeg ISeg 62 0 0 21 Mar 2020
Investigating Image Applications Based on Spatial-Frequency Transform and Deep Learning Techniques Qinkai Zheng Han Qiu G. Memmi Isabelle Bloch 27 0 0 20 Mar 2020
Improving Embedding Extraction for Speaker Verification with Ladder Network Fei Tao Gokhan Tur 24 3 0 20 Mar 2020
TF-Coder: Program Synthesis for Tensor Manipulations Kensen Shi David Bieber Rishabh Singh 168 42 0 19 Mar 2020
Learning to Fly via Deep Model-Based Reinforcement Learning Philip Becker-Ehmck Maximilian Karl Jan Peters Patrick van der Smagt SSL 132 37 0 19 Mar 2020