Title
Design of JiuTian Intelligent Network Simulation Platform Lei Zhao Miaomiao Zhang Guangyuan Li Zhuowen Guan Sijia Liu Zhaobin Xiao Yuting Cao Zhe Lv Yanping Liang 11 2 0 28 Sep 2023
Pareto-Secure Machine Learning (PSML): Fingerprinting and Securing Inference Serving Systems Debopam Sanyal Jui-Tse Hung Manavi Agrawal Prahlad Jasti Shahab Nikkhoo S. Jha Tianhao Wang Sibin Mohan Alexey Tumanov 39 0 0 03 Jul 2023
DelBugV: Delta-Debugging Neural Network Verifiers R. Elsaleh Guy Katz 36 1 0 29 May 2023
QoS-Aware Resource Management for Multi-phase Serverless Workflows with Aquatope Zhuangzhuang Zhou Yanqi Zhang Christina Delimitrou 18 1 0 28 Dec 2022
Pain level and pain-related behaviour classification using GRU-based sparsely-connected RNNs Mohammad Mahdi Dehshibi Temitayo A. Olugbade F. Díaz-de-María N. Bianchi-Berthouze Ana Tajadura-Jiménez 24 10 0 20 Dec 2022
One-Stage Cascade Refinement Networks for Infrared Small Target Detection Yimian Dai Xiang Li Fei Zhou Yulei Qian Yaohong Chen Jian Yang ObjD 19 76 0 16 Dec 2022
Can lies be faked? Comparing low-stakes and high-stakes deception video datasets from a Machine Learning perspective M. Camara Adriana Postal Tomas Henrique Maul Gustavo Henrique Paetzold 9 7 0 23 Nov 2022
Similarity of Neural Architectures using Adversarial Attack Transferability Jaehui Hwang Dongyoon Han Byeongho Heo Song Park Sanghyuk Chun Jong-Seok Lee AAML 24 1 0 20 Oct 2022
The Lie Derivative for Measuring Learned Equivariance Nate Gruver Marc Finzi Micah Goldblum A. Wilson 16 34 0 06 Oct 2022
Entity Anchored ICD Coding Jay DeYoung Han-Chin Shing Luyang Kong C. Winestock Chaitanya P. Shivade 11 5 0 15 Aug 2022
COVID Detection and Severity Prediction with 3D-ConvNeXt and Custom Pretrainings Daniel Kienzle Julian Lorenz Robin Schon K. Ludwig Rainer Lienhart 3DPC 22 14 0 30 Jun 2022
Rotate the ReLU to implicitly sparsify deep networks Nancy Nayak Sheetal Kalyani 12 0 0 01 Jun 2022
A Survey on Uncertainty Toolkits for Deep Learning Maximilian Pintz Joachim Sicking Maximilian Poretschkin Maram Akila ELM 30 6 0 02 May 2022
CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters Paul Gavrikov J. Keuper AAML 16 31 0 29 Mar 2022
Deep Interest Highlight Network for Click-Through Rate Prediction in Trigger-Induced Recommendation Qi Shen Hong Wen Wanjie Tao Jing Zhang Fuyu Lv Zulong Chen Zhao Li 18 47 0 05 Feb 2022
A Fast Knowledge Distillation Framework for Visual Recognition Zhiqiang Shen Eric P. Xing VLM 14 45 0 02 Dec 2021
PyTorchVideo: A Deep Learning Library for Video Understanding Haoqi Fan Tullie Murrell Heng Wang Kalyan Vasudev Alwala Yanghao Li ... Ross B. Girshick Matt Feiszli Aaron B. Adcock Wan-Yen Lo Christoph Feichtenhofer VLM ViT 26 49 0 18 Nov 2021
Benchmarking Multimodal AutoML for Tabular Data with Text Fields Xingjian Shi Jonas W. Mueller Nick Erickson Mu Li Alexander J. Smola LMTD 34 29 0 04 Nov 2021
LOTR: Face Landmark Localization Using Localization Transformer Ukrit Watchareeruetai Benjaphan Sommanna Sanjana Jain Pavit Noinongyao Ankush Ganguly Aubin Samacoits Samuel W. F. Earp Nakarin Sritrakool ViT 19 12 0 21 Sep 2021
Regulating Ownership Verification for Deep Neural Networks: Scenarios, Protocols, and Prospects Fangqi Li Shi-Lin Wang Alan Wee-Chung Liew 18 8 0 20 Aug 2021
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer Weijia Xu Batool Haider Jason Krone Saab Mansour 15 7 0 21 Jul 2021
Variational Information Bottleneck for Effective Low-resource Audio Classification Shijing Si Jianzong Wang Huiming Sun Jianhan Wu Chuan Zhang Xiaoyang Qu Ning Cheng Lei Chen Jing Xiao 14 12 0 10 Jul 2021
BoolNet: Minimizing The Energy Consumption of Binary Neural Networks Nianhui Guo Joseph Bethge Haojin Yang Kai Zhong Xuefei Ning Christoph Meinel Yu Wang MQ 22 11 0 13 Jun 2021
Weakly-supervised word-level pronunciation error detection in non-native English speech Daniel Korzekwa Jaime Lorenzo-Trueba Thomas Drugman Shira Calamaro B. Kostek 15 11 0 07 Jun 2021
Compressed Communication for Distributed Training: Adaptive Methods and System Yuchen Zhong Cong Xie Shuai Zheng Haibin Lin 43 9 0 17 May 2021
Assessing bikeability with street view imagery and computer vision Koichi Ito Filip Biljecki 11 121 0 13 May 2021
Playing Codenames with Language Graphs and Word Embeddings Divya Koyyalagunta Anna Y. Sun R. Draelos Cynthia Rudin 11 11 0 12 May 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavavs Olga Majewska E. Ponti Anna Korhonen Ivan Vulić 18 32 0 17 Apr 2021
AsymmNet: Towards ultralight convolution neural networks using asymmetrical bottlenecks Haojin Yang Zhengdi Shen Yucheng Zhao 11 10 0 15 Apr 2021
Sub-pixel face landmarks using heatmaps and a bag of tricks Samuel W. F. Earp Aubin Samacoits Sanjana Jain Pavit Noinongyao Siwa Boonpunmongkol CVBM 3DH 21 2 0 04 Mar 2021
Ivy: Templated Deep Learning for Inter-Framework Portability Daniel Lenton Fabio Pardo Fabian Falck Stephen James R. Clark OOD VLM 17 9 0 04 Feb 2021
Evaluating Soccer Player: from Live Camera to Deep Reinforcement Learning Paul Garnier T. Gregoir OffRL 20 10 0 13 Jan 2021
Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and Attention Daniel Korzekwa Roberto Barra-Chicote Szymon Zaporowski Grzegorz Beringer Jaime Lorenzo-Trueba Alicja Serafinowicz J. Droppo Thomas Drugman B. Kostek 11 9 0 29 Dec 2020
Detecting Road Obstacles by Erasing Them Krzysztof Lis S. Honari Pascal Fua Mathieu Salzmann UQCV 13 44 0 25 Dec 2020
Robustness-aware 2-bit quantization with real-time performance for neural network Xiaobin Li Hongxu Jiang Shuangxi Huang Fangzheng Tian MQ 19 1 0 19 Oct 2020
Unsupervised Bitext Mining and Translation via Self-trained Contextual Embeddings Phillip Keung Julian Salazar Y. Lu Noah A. Smith SSL 25 25 0 15 Oct 2020
Hierarchical Deep Multi-modal Network for Medical Visual Question Answering D. Gupta S. Suman Asif Ekbal 22 60 0 27 Sep 2020
GRIMGEP: Learning Progress for Robust Goal Sampling in Visual Deep Reinforcement Learning Grgur Kovač A. Laversanne-Finot Pierre-Yves Oudeyer 13 12 0 10 Aug 2020
An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models Lifu Tu Garima Lalwani Spandana Gella He He LRM 19 184 0 14 Jul 2020
DO-Conv: Depthwise Over-parameterized Convolutional Layer Jinming Cao Yangyan Li Mingchao Sun Ying Chen Dani Lischinski Daniel Cohen-Or Baoquan Chen Changhe Tu OOD 31 165 0 22 Jun 2020
Revisiting Few-sample BERT Fine-tuning Tianyi Zhang Felix Wu Arzoo Katiyar Kilian Q. Weinberger Yoav Artzi 30 441 0 10 Jun 2020
Serving DNNs like Clockwork: Performance Predictability from the Bottom Up A. Gujarati Reza Karimi Safya Alzayat Wei Hao Antoine Kaufmann Ymir Vigfusson Jonathan Mace 21 269 0 03 Jun 2020
The Cascade Transformer: an Application for Efficient Answer Sentence Selection Luca Soldaini Alessandro Moschitti 11 44 0 05 May 2020
Improving Non-autoregressive Neural Machine Translation with Monolingual Data Jiawei Zhou Phillip Keung 22 26 0 02 May 2020
Don't Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings Phillip Keung Y. Lu Julian Salazar Vikas Bhardwaj 27 14 0 30 Apr 2020
Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach Hamed Jelodar Yongli Wang Rita Orji Shucheng Huang 14 308 0 24 Apr 2020
ResNeSt: Split-Attention Networks Hang Zhang Chongruo Wu Zhongyue Zhang Yi Zhu Haibin Lin ... Tong He Jonas W. Mueller R. Manmatha Mu Li Alex Smola 25 1,461 0 19 Apr 2020
LEEP: A New Measure to Evaluate Transferability of Learned Representations Cuong V Nguyen Tal Hassner Matthias Seeger Cédric Archambeau 28 213 0 27 Feb 2020
Attention-guided Chained Context Aggregation for Semantic Segmentation Quan Tang Fagui Liu Tong Zhang Jun Jiang Yu Zhang 11 29 0 27 Feb 2020
Attentional Speech Recognition Models Misbehave on Out-of-domain Utterances Phillip Keung Wei Niu Y. Lu Julian Salazar Vikas Bhardwaj 17 9 0 12 Feb 2020