Title
Robust and Verifiable Information Embedding Attacks to Deep Neural Networks via Error-Correcting Codes Jinyuan Jia Binghui Wang Neil Zhenqiang Gong AAML 71 5 0 26 Oct 2020
Feature Selection Using Batch-Wise Attenuation and Feature Mask Normalization Yiwen Liao Raphael Latty Binh Yang CVBM 66 22 0 26 Oct 2020
Efficient Optimization Methods for Extreme Similarity Learning with Nonlinear Embeddings Bowen Yuan Yu-Sheng Li Pengrui Quan Chih-Jen Lin 22 2 0 26 Oct 2020
Exploring the Security Boundary of Data Reconstruction via Neuron Exclusivity Analysis Xudong Pan Mi Zhang Yifan Yan Jiaming Zhu Zhemin Yang AAML 67 22 0 26 Oct 2020
A QP-adaptive Mechanism for CNN-based Filter in Video Coding Chao Liu Heming Sun J. Katto Xiaoyang Zeng Yibo Fan MQ 48 5 0 25 Oct 2020
Adam with Bandit Sampling for Deep Learning Rui Liu Tianyi Wu Barzan Mozafari 84 24 0 24 Oct 2020
Blind Deinterleaving of Signals in Time Series with Self-attention Based Soft Min-cost Flow Learning Ougul Can Y. Z. Gürbüz B. Yildirim A. Aydin Alatan AI4TS 29 4 0 24 Oct 2020
ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-based Systems S. Nambi Salim Ullah Aditya Lohana Siva Satyendra Sahoo Farhad Merchant Akash Kumar 64 11 0 24 Oct 2020
Unsupervised Dense Shape Correspondence using Heat Kernels Mehmet Aygün Zorah Lähner Zorah Lähner 82 16 0 23 Oct 2020
Using machine learning to correct model error in data assimilation and forecast applications A. Farchi P. Laloyaux Massimo Bonavita Marc Bocquet AI4CE 97 107 0 23 Oct 2020
Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy Debesh Jha Sharib Ali Krister Emanuelsen Steven A. Hicks VajiraThambawita ... Thomas de Lange P. Schmidt H. Johansen Dag Johansen Pål Halvorsen 81 115 0 23 Oct 2020
High-Throughput Image-Based Plant Stand Count Estimation Using Convolutional Neural Networks S. Khaki Hieu H. Pham Ye Han W. Kent Lizhi Wang 78 18 0 23 Oct 2020
Pre-training Graph Transformer with Multimodal Side Information for Recommendation Yong Liu Susen Yang Chenyi Lei Guoxin Wang Haihong Tang Juyong Zhang Aixin Sun Chunyan Miao 29 4 0 23 Oct 2020
Deep Neural Mobile Networking Chaoyun Zhang 78 1 0 23 Oct 2020
R-TOD: Real-Time Object Detector with Minimized End-to-End Delay for Autonomous Driving Won-Seok Jang Hansaem Jeong Kyungtae Kang N. Dutt Jong-Chan Kim 47 28 0 23 Oct 2020
Prediction of Rainfall in Rajasthan, India using Deep and Wide Neural Network Vikas Bajpai Anukriti Bansal Kshitiz Verma Sanjay Agarwal 27 5 0 22 Oct 2020
Enabling certification of verification-agnostic networks via memory-efficient semidefinite programming Sumanth Dathathri Krishnamurthy Dvijotham Alexey Kurakin Aditi Raghunathan J. Uesato ... Shreya Shankar Jacob Steinhardt Ian Goodfellow Percy Liang Pushmeet Kohli AAML 107 95 0 22 Oct 2020
Early Anomaly Detection in Time Series: A Hierarchical Approach for Predicting Critical Health Episodes Vítor Cerqueira Luís Torgo Carlos Soares AI4TS 46 8 0 22 Oct 2020
Robust Text-Dependent Speaker Verification via Character-Level Information Preservation for the SdSV Challenge 2020 Sung Hwan Mun Woohyun Kang Min Hyun Han N. Kim 36 2 0 22 Oct 2020
Performance Prediction for Convolutional Neural Networks in Edge Devices Halima Bouzidi Hamza Ouarnoughi Smail Niar A. A. E. Cadi 52 7 0 21 Oct 2020
Anomaly Detection for Multivariate Time Series of Exotic Supernovae V. A. Villar M. Cranmer Gabriella Contardo S. Ho J. Lin AI4TS 27 4 0 21 Oct 2020
Implicit recurrent networks: A novel approach to stationary input processing with recurrent neural networks in deep learning Sebastian Sanokowski 26 1 0 20 Oct 2020
Real-time Localized Photorealistic Video Style Transfer Xide Xia Tianfan Xue Wei-Sheng Lai Zheng Sun Abby Chang Brian Kulis Jiawen Chen 121 30 0 20 Oct 2020
Small-Footprint Keyword Spotting with Multi-Scale Temporal Convolution Ximin Li Xiaodong Wei Xiaowei Qin 100 38 0 20 Oct 2020
PAC $^m$ -Bayes: Narrowing the Empirical Risk Gap in the Misspecified Bayesian Regime Warren Morningstar Alexander A. Alemi Joshua V. Dillon 132 16 0 19 Oct 2020
Adaptive Webpage Fingerprinting from TLS Traces V. Mavroudis Jamie Hayes 66 4 0 19 Oct 2020
A semi-supervised autoencoder framework for joint generation and classification of breathing O. Pastor-Serrano D. Lathouwers Zoltán Perkó MedIm AI4TS 23 0 0 19 Oct 2020
Enabling Fast Differentially Private SGD via Just-in-Time Compilation and Vectorization P. Subramani Nicholas Vadivelu Gautam Kamath 101 83 0 18 Oct 2020
Characterizing and Taming Model Instability Across Edge Devices Eyal Cidon Evgenya Pergament Zain Asgar Asaf Cidon Sachin Katti 63 7 0 18 Oct 2020
Light Stage Super-Resolution: Continuous High-Frequency Relighting Tiancheng Sun Zexiang Xu Xiuming Zhang S. Fanello Christoph Rhemann P. Debevec Yun-Ta Tsai Jonathan T. Barron R. Ramamoorthi 3DH 117 29 0 17 Oct 2020
A Grid-based Representation for Human Action Recognition Soufiane Lamghari Guillaume-Alexandre Bilodeau Nicolas Saunier 53 3 0 17 Oct 2020
Sobolev training of thermodynamic-informed neural networks for smoothed elasto-plasticity models with level set hardening Nikolaos N. Vlassis WaiChing Sun AI4CE 41 2 0 15 Oct 2020
Human-guided Robot Behavior Learning: A GAN-assisted Preference-based Reinforcement Learning Approach Huixin Zhan Feng Tao Yongcan Cao 70 27 0 15 Oct 2020
Explainability for fair machine learning T. Begley Tobias Schwedes Christopher Frye Ilya Feige FaML FedML 101 47 0 14 Oct 2020
Wukong: A Scalable and Locality-Enhanced Framework for Serverless Parallel Computing Benjamin Carver Jingyuan Zhang Ao Wang Ali Anwar Panruo Wu Yue Cheng 61 122 0 14 Oct 2020
Discriminating Equivalent Algorithms via Relative Performance Aravind Sankaran Paolo Bientinesi 71 2 0 14 Oct 2020
Learning Deep Features in Instrumental Variable Regression Liyuan Xu Yutian Chen Siddarth Srinivasan Nando de Freitas Arnaud Doucet Arthur Gretton CML OOD 105 71 0 14 Oct 2020
A Graph Neural Network Framework for Causal Inference in Brain Networks S. Wein W. Malloni A. Tomé Sebastian M. Frank Gina-Isabelle Henze S. Wüst M. Greenlee E. Lang 89 53 0 14 Oct 2020
Machine Learning Force Fields Oliver T. Unke Stefan Chmiela H. E. Sauceda M. Gastegger I. Poltavsky Kristof T. Schütt A. Tkatchenko K. Müller AI4CE 145 940 0 14 Oct 2020
Fast meningioma segmentation in T1-weighted MRI volumes using a lightweight 3D deep learning architecture D. Bouget André Pedersen Sayied Abdol Mohieb Hosainey J. Vanel O. Solheim Ingerid Reinertsen 55 15 0 14 Oct 2020
FedGroup: Efficient Clustered Federated Learning via Decomposed Data-Driven Measure Moming Duan Duo Liu Xinyuan Ji Renping Liu Liang Liang Xianzhang Chen Yujuan Tan FedML 50 68 0 14 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 397 628 0 13 Oct 2020
Data Engineering for HPC with Python V. Abeykoon Niranda Perera Chathura Widanage Supun Kamburugamuve Thejaka Amila Kanewala Hasara Maithree P. Wickramasinghe A. Uyar Geoffrey C. Fox PINN AI4CE 31 13 0 13 Oct 2020
S3ML: A Secure Serving System for Machine Learning Inference Junming Ma Chaofan Yu Aihui Zhou Bingzhe Wu Xibin Wu Xingyu Chen Xiangqun Chen Lei Wang Donggang Cao 48 3 0 13 Oct 2020
Context-Aware Drive-thru Recommendation Service at Fast Food Restaurants Luyang Wang Kai-Qi Huang Jiao Wang Shengsheng Huang J. Dai Zhuang Yue 29 1 0 13 Oct 2020
Attn-HybridNet: Improving Discriminability of Hybrid Features with Attention Fusion Sunny Verma Chen Wang Liming Zhu Wei Liu 31 5 0 13 Oct 2020
FedAT: A High-Performance and Communication-Efficient Federated Learning System with Asynchronous Tiers Zheng Chai Yujing Chen Ali Anwar Liang Zhao Yue Cheng Huzefa Rangwala FedML 82 124 0 12 Oct 2020
MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions Wenqi Jiang Zhen He Shuai Zhang Thomas B. Preußer Kai Zeng ... Tongxuan Liu Yong Li Jingren Zhou Ce Zhang Gustavo Alonso 62 7 0 12 Oct 2020
Garfield: System Support for Byzantine Machine Learning R. Guerraoui Arsany Guirguis El-Mahdi El-Mhamdi Anton Alexandre Ragot Sébastien Rouault FedML 64 2 0 12 Oct 2020
Conditioning Trick for Training Stable GANs Mohammad Esmaeilpour Raymel Alfonso Sallo Olivier St-Georges P. Cardinal Alessandro Lameiras Koerich 41 0 0 12 Oct 2020