Title
Topological Measurement of Deep Neural Networks Using Persistent Homology Satoru Watanabe Hayato Yamana 58 18 0 06 Jun 2021
Variational Leakage: The Role of Information Complexity in Privacy Leakage A. A. Atashin Behrooz Razeghi Deniz Gunduz Svyatoslav Voloshynovskiy PILM 59 9 0 05 Jun 2021
NeRFactor: Neural Factorization of Shape and Reflectance Under an Unknown Illumination Xiuming Zhang Pratul P. Srinivasan Boyang Deng P. Debevec William T. Freeman Jonathan T. Barron DiffM 101 159 0 03 Jun 2021
LyricJam: A system for generating lyrics for live instrumental music Olga Vechtomova Gaurav Sahu Dhruv Kumar 36 8 0 03 Jun 2021
Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence Xue Yang Xiaojiang Yang Jirui Yang Qi Ming Wentao Wang Qi Tian Junchi Yan 136 397 0 03 Jun 2021
MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding Jia-Chen Gu Chongyang Tao Zhenhua Ling Can Xu Xiubo Geng Daxin Jiang 77 56 0 03 Jun 2021
Fair Preprocessing: Towards Understanding Compositional Fairness of Data Transformers in Machine Learning Pipeline Sumon Biswas Hridesh Rajan 170 117 0 02 Jun 2021
Grasp stability prediction with time series data based on STFT and LSTM Tao Wang Frank Kirchner 28 6 0 02 Jun 2021
MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network Nicholas FitzGerald Jan A. Botha D. Gillick Daniel M. Bikel Tom Kwiatkowski Andrew McCallum 86 15 0 02 Jun 2021
IrEne: Interpretable Energy Prediction for Transformers Qingqing Cao Yash Kumar Lal H. Trivedi A. Balasubramanian Niranjan Balasubramanian 48 14 0 02 Jun 2021
DNA-GCN: Graph convolutional networks for predicting DNA-protein binding Yuhang Guo Xiao Luo Liang Chen Minghua Deng GNN 26 8 0 02 Jun 2021
Omnizart: A General Toolbox for Automatic Music Transcription Yu-Te Wu Yin-Jyun Luo Tsung-Ping Chen I-Chieh Wei Jui-Yang Hsu Yi-Chin Chuang Li Su SyDa 65 31 0 01 Jun 2021
Hybrid Generative Models for Two-Dimensional Datasets Hoda Shajari Jaemoon Lee Sanjay Ranka Anand Rangarajan MedIm 124 0 0 01 Jun 2021
Explanations for Monotonic Classifiers Sasha Rubin Thomas Gerspacher M. Cooper Alexey Ignatiev Nina Narodytska FAtt 101 46 0 01 Jun 2021
Explainability via Interactivity? Supporting Nonexperts' Sensemaking of Pretrained CNN by Interacting with Their Daily Surroundings Chao Wang Pengcheng An HAI 63 7 0 31 May 2021
Efficient and Modular Implicit Differentiation Mathieu Blondel Quentin Berthet Marco Cuturi Roy Frostig Stephan Hoyer Felipe Llinares-López Fabian Pedregosa Jean-Philippe Vert 126 238 0 31 May 2021
M6-T: Exploring Sparse Expert Models and Beyond An Yang Junyang Lin Rui Men Chang Zhou Le Jiang ... Dingyang Zhang Wei Lin Lin Qu Jingren Zhou Hongxia Yang MoE 126 24 0 31 May 2021
Machine Learning for Security in Vehicular Networks: A Comprehensive Survey Anum Talpur M. Gurusamy 55 63 0 31 May 2021
A Multilingual Modeling Method for Span-Extraction Reading Comprehension Gaochen Wu Bin Xu Dejie Chang Bangchang Liu 35 1 0 31 May 2021
Tournesol: A quest for a large, secure and trustworthy database of reliable human judgments L. Hoang Louis Faucon A. Jungo S. Volodin D. Papuc ... Felix Grimberg Vlad Nitu Christine Vossen Sébastien Rouault El-Mahdi El-Mhamdi 79 15 0 29 May 2021
Linguistic Structures as Weak Supervision for Visual Scene Graph Generation Keren Ye Adriana Kovashka 67 54 0 28 May 2021
A Sum-of-Ratios Multi-Dimensional-Knapsack Decomposition for DNN Resource Scheduling Menglu Yu Chuan Wu Bo Ji Jia Liu 63 9 0 28 May 2021
TENSILE: A Tensor granularity dynamic GPU memory scheduling method toward multiple dynamic workloads system Kaixin Zhang Hongzhi Wang Han Hu Songling Zou Jiye Qiu Tongxin Li Zhishun Wang 39 4 0 27 May 2021
DMInet: An Accurate and Highly Flexible Deep Learning Framework for Drug Membrane Interaction with Membrane Selectivity Guang Chen 10 0 0 27 May 2021
TensorFlow RiemOpt: a library for optimization on Riemannian manifolds O. Smirnov 79 7 0 27 May 2021
CARLS: Cross-platform Asynchronous Representation Learning System Chun-Ta Lu Yun Zeng Da-Cheng Juan Yicheng Fan Zhe Li ... Ariel Fuxman Futang Peng Zhen Li Tom Duerig Andrew Tomkins 30 0 0 26 May 2021
ViPTT-Net: Video pretraining of spatio-temporal model for tuberculosis type classification from chest CT scans H. Zunair Aimon Rahman Nabeel Mohammed 47 6 0 26 May 2021
Towards an IMU-based Pen Online Handwriting Recognizer Mohamad Wehbi Tim Hamann Jens Barth Peter Kaempf Dario Zanca Bjoern M. Eskofier 30 9 0 26 May 2021
Real-time Monocular Depth Estimation with Sparse Supervision on Mobile M. K. Yucel Valia Dimaridou Anastasios Drosou Albert Saà-Garriga MDE 58 22 0 25 May 2021
RNNoise-Ex: Hybrid Speech Enhancement System based on RNN and Spectral Features Constantine Doumanidis Christina Anagnostou Evangelia-Sofia Arvaniti Anthia Papadopoulou 18 7 0 25 May 2021
FENXI: Deep-learning Traffic Analytics at the Edge Massimo Gallo A. Finamore G. Simon Dario Rossi 36 7 0 25 May 2021
An In-Memory Analog Computing Co-Processor for Energy-Efficient CNN Inference on Mobile Devices Mohammed E. Elbtity Abhishek Singh Brendan Reidy Xiaochen Guo Ramtin Zand 40 20 0 24 May 2021
FaaSNet: Scalable and Fast Provisioning of Custom Serverless Container Runtimes at Alibaba Cloud Function Compute Ao Wang Shuai Chang Huangshi Tian Hongqi Wang Haoran Yang Huiba Li Rui Du Yue Cheng 134 111 0 24 May 2021
Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning Hannah Kim G. Tadesse C. Cintas Skyler Speakman Kush R. Varshney OOD 64 18 0 24 May 2021
Distributed CNN Inference on Resource-Constrained UAVs for Surveillance Systems: Design and Optimization Mohammed Jouhari A. Al-Ali Emna Baccour Amr M. Mohamed A. Erbad Mohsen Guizani Mounir Hamdi 47 42 0 23 May 2021
GapPredict: A Language Model for Resolving Gaps in Draft Genome Assemblies Eric Chen Justin Chu Jessica Zhang R. Warren I. Birol ELM 8 5 0 21 May 2021
Automated Detection of Abnormalities from an EEG Recording of Epilepsy Patients With a Compact Convolutional Neural Network Takuhei Shoji Noboru Yoshida Toshihisa Tanaka 32 27 0 21 May 2021
Deep Learning-based Implicit CSI Feedback in Massive MIMO Muhan Chen Jiajia Guo Chao-Kai Wen Shi Jin Geoffrey Ye Li Ang Yang 108 63 0 21 May 2021
An Optical physics inspired CNN approach for intrinsic image decomposition H. Weligampola Gihan Chanaka Jayatilaka Suren Sritharan Parakrama Ekanayake Roshan Ragel Vijitha Herath Roshan Godaliyadda 65 2 0 21 May 2021
Document Domain Randomization for Deep Learning Document Layout Extraction Meng-Ying Ling Jian Chen Torsten Moller Petra Isenberg Tobias Isenberg Michael Sedlmair R. Laramee Han-Wei Shen Jian Wu C. Lee Giles 40 3 0 20 May 2021
Physics-informed neural networks (PINNs) for fluid mechanics: A review Shengze Cai Zhiping Mao Zhicheng Wang Minglang Yin George Karniadakis PINN AI4CE 147 1,222 0 20 May 2021
Decomposing reverse-mode automatic differentiation Roy Frostig Matthew J. Johnson D. Maclaurin Adam Paszke Alexey Radul 36 8 0 20 May 2021
Correlated Input-Dependent Label Noise in Large-Scale Image Classification Mark Collier Basil Mustafa Efi Kokiopoulou Rodolphe Jenatton Jesse Berent NoLa 236 54 0 19 May 2021
Free Energy Node Embedding via Generalized Skip-gram with Negative Sampling Yu Zhu A. Swami Santiago Segarra 68 5 0 19 May 2021
Partner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots Jia-Chen Gu Hui Liu Zhenhua Ling Quan Liu Zhigang Chen Xiao-Dan Zhu 52 27 0 19 May 2021
Prototype Guided Federated Learning of Visual Feature Representations Umberto Michieli Mete Ozay FedML 92 38 0 19 May 2021
Learning Graph Meta Embeddings for Cold-Start Ads in Click-Through Rate Prediction W. Ouyang Xiuwu Zhang Shukui Ren Li Li Kun Zhang Jinmei Luo Zhaojie Liu Yanlong Du 61 46 0 19 May 2021
SANM: A Symbolic Asymptotic Numerical Solver with Applications in Mesh Deformation Kai Jia 15 2 0 18 May 2021
Towards Demystifying Serverless Machine Learning Training Jiawei Jiang Shaoduo Gan Yue Liu Fanlin Wang Gustavo Alonso Ana Klimovic Ankit Singla Wentao Wu Ce Zhang 71 126 0 17 May 2021
STRIDE : Scene Text Recognition In-Device Rachit S Munjal Arun D Prabhu Nikhil Arora Sukumar Moharana Gopi Ramena 43 3 0 17 May 2021