Title
Artificial Intelligence in the Low-Level Realm -- A Survey Vahid Mohammadi Safarzadeh Hamed Ghasr Loghmani 41 0 0 19 Sep 2021
Hybrid Data Augmentation and Deep Attention-based Dilated Convolutional-Recurrent Neural Networks for Speech Emotion Recognition Nhat Truong Pham Duc Ngoc Minh Dang Sy Dzung Nguyen 27 38 0 18 Sep 2021
Augmenting semantic lexicons using word embeddings and transfer learning Thayer Alshaabi C. V. Oort M. Fudolig M. V. Arnold C. Danforth P. Dodds 80 4 0 18 Sep 2021
AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks G. Bingham Risto Miikkulainen ODL 74 4 0 18 Sep 2021
Primer: Searching for Efficient Transformers for Language Modeling David R. So Wojciech Mañke Hanxiao Liu Zihang Dai Noam M. Shazeer Quoc V. Le VLM 285 156 0 17 Sep 2021
Mass Segmentation in Automated 3-D Breast Ultrasound Using Dual-Path U-net Hamed Fayyaz Ehsan Kozegar T. Tan M. Soryani 13 2 0 17 Sep 2021
CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research Chris Cummins Bram Wasti Jiadong Guo Brandon Cui Jason Ansel ... Jia-Wei Liu O. Teytaud Benoit Steiner Yuandong Tian Hugh Leather 80 76 0 17 Sep 2021
Dr. Top-k: Delegate-Centric Top-k on GPUs Anil Gaihre Da Zheng Scott Weitze Lingda Li Shuaiwen Leon Song Caiwen Ding Xin Li Hang Liu 71 9 0 16 Sep 2021
A Cautionary Tale of Decorrelating Theory Uncertainties A. Ghosh Benjamin Nachman 110 18 0 16 Sep 2021
Efficient Differentiable Simulation of Articulated Bodies Yi-Ling Qiao Junbang Liang V. Koltun Ming Lin AI4CE 78 58 0 16 Sep 2021
Can one hear the shape of a neural network?: Snooping the GPU via Magnetic Side Channel H. Maia Chang Xiao Dingzeyu Li E. Grinspun Changxi Zheng AAML 87 29 0 15 Sep 2021
Differentiable Physics: A Position Piece Bharath Ramsundar Dilip Krishnamurthy V. Viswanathan PINN AI4CE 75 17 0 14 Sep 2021
POPCORN: Progressive Pseudo-labeling with Consistency Regularization and Neighboring R. A. Kamraoui Vinh-Thong Ta Nicolas Papadakis Fanny Compaire J. V. Manjón Pierrick Coupé 29 6 0 13 Sep 2021
Automatic Tuning of Tensorflow's CPU Backend using Gradient-Free Optimization Algorithms Derssie Mebratu N. Hasabnis Pietro Mercati Gaurit Sharma S. Najnin 28 0 0 13 Sep 2021
AutoSoC: Automating Algorithm-SOC Co-design for Aerial Robots Srivatsan Krishnan Thierry Tambe Zishen Wan Vijay Janapa Reddi 44 10 0 13 Sep 2021
Efficiently Identifying Task Groupings for Multi-Task Learning Christopher Fifty Ehsan Amid Zhe Zhao Tianhe Yu Rohan Anil Chelsea Finn 304 258 1 10 Sep 2021
Is Attention Better Than Matrix Decomposition? Zhengyang Geng Meng-Hao Guo Hongxu Chen Xia Li Ke Wei Zhouchen Lin 125 142 0 09 Sep 2021
AdjointNet: Constraining machine learning models with physics-based codes S. Karra B. Ahmmed M. Mudunuru AI4CE PINN OOD 66 4 0 08 Sep 2021
Local Augmentation for Graph Neural Networks Songtao Liu Rex Ying Hanze Dong Lanqing Li Tingyang Xu Yu Rong P. Zhao Junzhou Huang Dinghao Wu 130 95 0 08 Sep 2021
Sqrt(d) Dimension Dependence of Langevin Monte Carlo Ruilin Li H. Zha Molei Tao 94 29 0 08 Sep 2021
Malware Squid: A Novel IoT Malware Traffic Analysis Framework using Convolutional Neural Network and Binary Visualisation Robert Shire S. Shiaeles Keltoum Bendiab Bogdan Ghita N. Kolokotronis 23 28 0 08 Sep 2021
Generatively Augmented Neural Network Watchdog for Image Classification Networks Justin Bui Glauco A. Amigo R. Marks 69 0 0 07 Sep 2021
Quantum-Classical Hybrid Machine Learning for Image Classification (ICCAD Special Session Paper) M. Alam Satwik Kundu R. Topaloglu Swaroop Ghosh VLM 85 32 0 07 Sep 2021
FaBiAN: A Fetal Brain magnetic resonance Acquisition Numerical phantom Hélène Lajous C. Roy T. Hilbert Priscille de Dumast S. Tourbier ... Vincent Dunet Mériam Koob Thomas Kober M. Stuber These authors contributed equally to this work. 35 2 0 06 Sep 2021
Learning Interpretable Representations of Entanglement in Quantum Optics Experiments using Deep Generative Models Daniel Flam-Shepherd Tony C Wu Xuemei Gu Alba Cervera-Lierta Mario Krenn Alán Aspuru-Guzik DRL 64 21 0 06 Sep 2021
Cluster-Promoting Quantization with Bit-Drop for Minimizing Network Quantization Loss J. H. Lee Jihun Yun Sung Ju Hwang Eunho Yang MQ 97 15 0 05 Sep 2021
Tolerating Adversarial Attacks and Byzantine Faults in Distributed Machine Learning Yusen Wu Hao Chen Xin Wang Chao Liu Phuong Nguyen Yelena Yesha AAML 69 5 0 05 Sep 2021
Training Meta-Surrogate Model for Transferable Adversarial Attack Yunxiao Qin Yuanhao Xiong Jinfeng Yi Cho-Jui Hsieh AAML 74 18 0 05 Sep 2021
Detecting Speaker Personas from Conversational Texts Jia-Chen Gu Zhen-Hua Ling Yu-Huan Wu Quan Liu Zhigang Chen Xiao-Dan Zhu 40 16 0 03 Sep 2021
CrypTen: Secure Multi-Party Computation Meets Machine Learning Brian Knott Shobha Venkataraman Awni Y. Hannun Shubho Sengupta Mark Ibrahim Laurens van der Maaten 125 367 0 02 Sep 2021
Evaluating the Single-Shot MultiBox Detector and YOLO Deep Learning Models for the Detection of Tomatoes in a Greenhouse S. Magalhães Luís Castro Germano Moreira F. Santos Mário Cunha Jorge Dias A. Moreira 57 124 0 02 Sep 2021
Learning 3D Mineral Prospectivity from 3D Geological Models Using Convolutional Neural Networks: Application to a Structure-controlled Hydrothermal Gold Deposit Hao Deng Yang Zheng Jin Chen Shuyang Yu K. Xiao Xiancheng Mao 32 45 0 02 Sep 2021
A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data Analysis Jacob Leygonie Mathieu Carrière Théo Lacombe S. Oudot 55 9 0 01 Sep 2021
A Separable Temporal Convolution Neural Network with Attention for Small-Footprint Keyword Spotting Shenghua Hu Jing Wang Yujun Wang Lidong Yang Wenjing Yang 88 2 0 01 Sep 2021
Multi-model Machine Learning Inference Serving with GPU Spatial Partitioning S. Choi Sunho Lee Yeonjae Kim Jongse Park Youngjin Kwon Jaehyuk Huh 48 23 0 01 Sep 2021
$Deep $\mathcal{L}^1$ Stochastic Optimal Control Policies for Planetary Soft-landing$ Deep $\mathcal{L}^1$ Stochastic Optimal Control Policies for Planetary Soft-landing M. Pereira Camilo A. Duarte Ioannis Exarchos Evangelos A. Theodorou 8 3 0 01 Sep 2021
GFINNs: GENERIC Formalism Informed Neural Networks for Deterministic and Stochastic Dynamical Systems Zhen Zhang Yeonjong Shin George Karniadakis AI4CE 94 54 0 31 Aug 2021
DNNFusion: Accelerating Deep Neural Networks Execution with Advanced Operator Fusion Wei Niu Jiexiong Guan Yanzhi Wang G. Agrawal Bin Ren AI4CE 78 153 0 30 Aug 2021
SHIFT15M: Fashion-specific dataset for set-to-set matching with several distribution shifts Masanari Kimura Takuma Nakamura Yuki Saito OOD 98 3 0 30 Aug 2021
Airplane Detection Based on Mask Region Convolution Neural Network W. Alshaibani M. Helvaci Ibraheem Shayea H. Mohamad 52 4 0 29 Aug 2021
CrossedWires: A Dataset of Syntactically Equivalent but Semantically Disparate Deep Learning Models Max Zvyagin Thomas Brettin Arvind Ramanathan Sumit Kumar Jha 36 1 0 29 Aug 2021
Using Graph Neural Networks to model the performance of Deep Neural Networks Shikhar Singh Benoit Steiner James Hegarty Hugh Leather GNN 38 3 0 27 Aug 2021
A Guide to Computational Reproducibility in Signal Processing and Machine Learning Joseph Shenouda W. Bajwa 106 3 0 27 Aug 2021
Separable Temporal Convolution plus Temporally Pooled Attention for Lightweight High-performance Keyword Spotting Shenghua Hu Jing Wang Yujun Wang Wenjing Yang 84 1 0 27 Aug 2021
Multilingual Multi-Aspect Explainability Analyses on Machine Reading Comprehension Models Yiming Cui Weinan Zhang Wanxiang Che Ting Liu Zhigang Chen Shijin Wang LRM 47 9 0 26 Aug 2021
Neural Upscaling from Residue-level Protein Structure Networks to Atomistic Structure Vy T Duong Elizabeth M. Diessner Gianmarc Grazioli Rachel W. Martin C. Butts 26 5 0 25 Aug 2021
Physics-informed neural networks for improving cerebral hemodynamics predictions Mohammad Sarabian H. Babaee K. Laksari AI4CE 13 3 0 25 Aug 2021
Node-Based Job Scheduling for Large Scale Simulations of Short Running Jobs Chansup Byun William Arcand David Bestor Bill Bergeron V. Gadepally ... Albert Reuther Antonio Rosa S. Samsi Charles Yee J. Kepner 33 7 0 25 Aug 2021
Physics-Informed Deep Learning: A Promising Technique for System Reliability Assessment Taotao Zhou E. Droguett A. Mosleh AI4CE 26 26 0 24 Aug 2021
Occlusion-robust Visual Markerless Bone Tracking for Computer-Assisted Orthopaedic Surgery Xue Hu Anh Nguyen Ferdinando Rodriguez y Baena 80 12 0 24 Aug 2021