Title
Counting Out Time: Class Agnostic Video Repetition Counting in the Wild Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman AI4TS 80 114 0 27 Jun 2020
AutoRec: An Automated Recommender System Ting-Hsiang Wang Qingquan Song Xiaotian Han Zirui Liu Haifeng Jin Helen Zhou 77 21 0 26 Jun 2020
An Interactive Data Visualization and Analytics Tool to Evaluate Mobility and Sociability Trends During COVID-19 Fan Zuo Jingxing Wang Jingqin Gao K. Ozbay X. Ban Yubin Shen Hong Yang S. Iyer 46 51 0 26 Jun 2020
An Automatic Reader of Identity Documents F. Attivissimo N. Giaquinto M. Scarpetta M. Spadavecchia 28 25 0 26 Jun 2020
Pushing the Limit of Unsupervised Learning for Ultrasound Image Artifact Removal Shujaat Khan Jaeyoung Huh J. C. Ye 58 2 0 26 Jun 2020
Training Variational Networks with Multi-Domain Simulations: Speed-of-Sound Image Reconstruction Mélanie Bernhardt V. Vishnevskiy R. Rau O. Goksel OOD 56 23 0 25 Jun 2020
Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks Weilin Cong R. Forsati M. Kandemir M. Mahdavi 101 88 0 24 Jun 2020
Investor Emotions and Earnings Announcements Domonkos F. Vamossy AIFin 60 26 0 24 Jun 2020
Crop Yield Prediction Integrating Genotype and Weather Variables Using Deep Learning Johnathon Shook Tryambak Gangopadhyay Linjian Wu Baskar Ganapathysubramanian Soumik Sarkar Asheesh K. Singh 67 138 0 24 Jun 2020
X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data Danfeng Hong Naoto Yokoya Gui-Song Xia J. Chanussot X. Zhu 41 55 0 24 Jun 2020
Face-to-Music Translation Using a Distance-Preserving Generative Adversarial Network with an Auxiliary Discriminator Chelhwon Kim Andrew Allan Port Mitesh Patel CVBM 34 1 0 24 Jun 2020
When Do Neural Networks Outperform Kernel Methods? Behrooz Ghorbani Song Mei Theodor Misiakiewicz Andrea Montanari 137 189 0 24 Jun 2020
A Benchmarking Framework for Interactive 3D Applications in the Cloud Tianyi Liu Sen He Sunzhou Huang Danny H. K. Tsang Lingjia Tang Jason Mars Wei Wang 8 11 0 23 Jun 2020
Simple and Effective VAE Training with Calibrated Decoders Oleh Rybkin Kostas Daniilidis Sergey Levine 105 95 0 23 Jun 2020
Hermes Attack: Steal DNN Models with Lossless Inference Accuracy Yuankun Zhu Yueqiang Cheng Husheng Zhou Yantao Lu MIACV AAML 111 103 0 23 Jun 2020
Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation Ali Hatamizadeh SSeg 59 3 0 23 Jun 2020
RP2K: A Large-Scale Retail Product Dataset for Fine-Grained Image Classification Jingtian Peng Chang Xiao Yifan Li 95 45 0 22 Jun 2020
Convolutional-network models to predict wall-bounded turbulence from wall quantities L. Guastoni A. Güemes A. Ianiro S. Discetti P. Schlatter Hossein Azizpour R. Vinuesa 60 169 0 22 Jun 2020
Facial Expression Editing with Continuous Emotion Labels Alexandra Lindt Pablo V. A. Barros Henrique Siqueira S. Wermter CVBM 75 29 0 22 Jun 2020
Graph Neural Networks in TensorFlow and Keras with Spektral Daniele Grattarola Cesare Alippi GNN 179 156 0 22 Jun 2020
Deep Residual Mixture Models Perttu Hämäläinen Martin Trapp Tuure Saloheimo Arno Solin 77 8 0 22 Jun 2020
Learning compact generalizable neural representations supporting perceptual grouping Vijay Veerabadran V. D. Sa 58 2 0 21 Jun 2020
Estimating Model Uncertainty of Neural Networks in Sparse Information Form Jongseo Lee Matthias Humt Jianxiang Feng Rudolph Triebel BDL UQCV 103 47 0 20 Jun 2020
Unsupervised Vehicle Re-identification with Progressive Adaptation Jinjia Peng Yang Wang Huibing Wang Zhao Zhang Xianping Fu Meng Wang VLM 58 48 0 20 Jun 2020
Discovering Symbolic Models from Deep Learning with Inductive Biases M. Cranmer Alvaro Sanchez-Gonzalez Peter W. Battaglia Rui Xu Kyle Cranmer D. Spergel S. Ho AI4CE 96 483 0 19 Jun 2020
Optimization and Generalization of Regularization-Based Continual Learning: a Loss Approximation Viewpoint Dong Yin Mehrdad Farajtabar Ang Li Nir Levine Alex Mott CLL 86 21 0 19 Jun 2020
Accelerating Training in Artificial Neural Networks with Dynamic Mode Decomposition M. Tano G. Portwood J. Ragusa AI4CE 55 12 0 18 Jun 2020
Model-Aware Regularization For Learning Approaches To Inverse Problems Jaweria Amjad Zhaoyang Lyu M. Rodrigues MedIm 18 0 0 18 Jun 2020
Array Programming with NumPy Charles R. Harris K. Millman S. Walt R. Gommers Pauli Virtanen ... Tyler Reddy Warren Weckesser Hameer Abbasi C. Gohlke T. Oliphant 249 15,209 0 18 Jun 2020
On the Role of Sparsity and DAG Constraints for Learning Linear DAGs Ignavier Ng AmirEmad Ghassami Kun Zhang CML 105 189 0 17 Jun 2020
Variational State-Space Models for Localisation and Dense 3D Mapping in 6 DoF Atanas Mirchev Baris Kayalibay Patrick van der Smagt Justin Bayer BDL DRL 85 9 0 17 Jun 2020
On the Learnability of Concepts: With Applications to Comparing Word Embedding Algorithms Adam Sutton N. Cristianini 57 8 0 17 Jun 2020
Network Diffusions via Neural Mean-Field Dynamics Shushan He H. Zha X. Ye DiffM 61 6 0 16 Jun 2020
Sample-Efficient Optimization in the Latent Space of Deep Generative Models via Weighted Retraining Austin Tripp Erik A. Daxberger José Miguel Hernández-Lobato MedIm 110 143 0 16 Jun 2020
End-to-End Real-time Catheter Segmentation with Optical Flow-Guided Warping during Endovascular Intervention A. Nguyen Dennis Kundrat G. Dagnino Wenqiang Chi Mohamed E. M. K. Abdelaziz Yao Guo Yingliang Ma Trevor M. Y. Kwok C. Riga Guang-Zhong Yang 77 31 0 16 Jun 2020
Quantization of Acoustic Model Parameters in Automatic Speech Recognition Framework Amrutha Prasad P. Motlícek S. Madikeri MQ 60 10 0 16 Jun 2020
Plug-and-Play Anomaly Detection with Expectation Maximization Filtering Muhammad Umar Karim Khan Mishal Fatima C. Kyung 28 0 0 16 Jun 2020
Index Selection for NoSQL Database with Deep Reinforcement Learning Shun Yao Hongzhi Wang Yu Yan 18 18 0 16 Jun 2020
Multiscale Deep Equilibrium Models Shaojie Bai V. Koltun J. Zico Kolter BDL 96 212 0 15 Jun 2020
Optimal Complexity in Decentralized Training Yucheng Lu Christopher De Sa 129 75 0 15 Jun 2020
High-contrast "gaudy" images improve the training of deep neural network models of visual cortex Benjamin R. Cowley Jonathan W. Pillow 41 10 0 13 Jun 2020
Knowledge Embedding Based Graph Convolutional Network Donghan Yu Yiming Yang Ruohong Zhang Yuexin Wu GNN 112 12 0 12 Jun 2020
FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction Georgios Damaskinos R. Guerraoui Anne-Marie Kermarrec Vlad Nitu Rhicheek Patra Francois Taiani 99 55 0 12 Jun 2020
Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data Chengxu Yang Qipeng Wang Mengwei Xu Shangguang Wang Kaigui Bian Yunxin Liu Xuanzhe Liu 106 23 0 12 Jun 2020
On Correctness of Automatic Differentiation for Non-Differentiable Functions Wonyeol Lee Hangyeol Yu Xavier Rival Hongseok Yang 86 41 0 12 Jun 2020
Ansor: Generating High-Performance Tensor Programs for Deep Learning Lianmin Zheng Chengfan Jia Minmin Sun Zhao Wu Cody Hao Yu ... Jun Yang Danyang Zhuo Koushik Sen Joseph E. Gonzalez Ion Stoica 151 402 0 11 Jun 2020
GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs Yuke Wang Boyuan Feng Gushu Li Shuangchen Li Lei Deng Yuan Xie Yufei Ding GNN 134 125 0 11 Jun 2020
DNF-Net: A Neural Architecture for Tabular Data A. Abutbul G. Elidan L. Katzir Ran El-Yaniv LMTD AI4CE 55 29 0 11 Jun 2020
TensorFlow with user friendly Graphical Framework for object detection API Heemoon Yoon Sang-Hee Lee Mira Park 58 10 0 11 Jun 2020
Unifying Regularisation Methods for Continual Learning Frederik Benzing CLL 77 8 0 11 Jun 2020