KAUST Artificial Intelligence Initiative

E45 Mher Safaryan Better Communication Compression Techniques for Distributed Optimization Using

E45 Mher Safaryan Better Communication Compression Techniques for Distributed Optimization Using
E44 Longxi Zhou Intepretable and Deployable Segmentation Models for Pulmonary Tissues

E44 Longxi Zhou Intepretable and Deployable Segmentation Models for Pulmonary Tissues
E43 Zhuo Yang Evasion Attackability of Multi label Classifiers

E43 Zhuo Yang Evasion Attackability of Multi label Classifiers
E42 Biao Zhang Point Cloud Instance Segmentation using Probabilistic Embeddings

E42 Biao Zhang Point Cloud Instance Segmentation using Probabilistic Embeddings
E41 Shariq Bhat AdaBins Depth Estimation using Adaptive Bins

E41 Shariq Bhat AdaBins Depth Estimation using Adaptive Bins
E40 Rustem Islamov Beyond Local ​and Gradient Type Methods in ​Distributed ​Optimization

E40 Rustem Islamov Beyond Local ​and Gradient Type Methods in ​Distributed ​Optimization
E39 Ahmed Khaled FedRR SGD Without Replacement for Federated Learning

E39 Ahmed Khaled FedRR SGD Without Replacement for Federated Learning
E38 Bokun Wang IntSGD Floatless Compression of Stochastic Gradients

E38 Bokun Wang IntSGD Floatless Compression of Stochastic Gradients
E37 Eduard Gorbunov Linearly Converging Error Compensated SGD

E37 Eduard Gorbunov Linearly Converging Error Compensated SGD
E36 Egor Shulgin ADOM Accelerated Decentralized Optimization Method for Time Varying Networks

E36 Egor Shulgin ADOM Accelerated Decentralized Optimization Method for Time Varying Networks
E35 Grigory Malinovsky Random Reshuffling with Variance Reduction New Analysis and Better Rates

E35 Grigory Malinovsky Random Reshuffling with Variance Reduction New Analysis and Better Rates
E34 Slavomir Hanzely Lower Bounds and Optimal Algorithms for Personalized Federated Learning

E34 Slavomir Hanzely Lower Bounds and Optimal Algorithms for Personalized Federated Learning
E33 Konstantin Burlachenko MARINA Faster Non Convex Distributed Learning with Compression

E33 Konstantin Burlachenko MARINA Faster Non Convex Distributed Learning with Compression
E32 Samuel Horvath Federated Learning Under Heterogeneous Clients

E32 Samuel Horvath Federated Learning Under Heterogeneous Clients
E31 Dmitry Kovalev A Linearly Convergent Algorithm for Decentralized Optimization Sending Less

E31 Dmitry Kovalev A Linearly Convergent Algorithm for Decentralized Optimization Sending Less
E30 Adil Salim Complexity Analysis of Stein Variational Gradient Descent

E30 Adil Salim Complexity Analysis of Stein Variational Gradient Descent
E29 Xun Qian L SVRG and L Katyusha with Arbitrary Sampling

E29 Xun Qian L SVRG and L Katyusha with Arbitrary Sampling
E28 Zhize Li PAGE A Simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimizat

E28 Zhize Li PAGE A Simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimizat
E27 Laurent Condat From Local SGD to Local Fixed Point Methods for Federated Learning

E27 Laurent Condat From Local SGD to Local Fixed Point Methods for Federated Learning
E26 Filip Hanzely Local SGD Unified Theory and New Efficient Methods

E26 Filip Hanzely Local SGD Unified Theory and New Efficient Methods
E25 Ahmed Abdelreheem ReferIt3DTransformer

E25 Ahmed Abdelreheem ReferIt3DTransformer
E24 Jun Chen VisualGPT Data efficient Image Captioning by Balancing Visual Input and Linguistic

E24 Jun Chen VisualGPT Data efficient Image Captioning by Balancing Visual Input and Linguistic
E23 Kilichbek Haydarov ArtEmis Affective Language for Art

E23 Kilichbek Haydarov ArtEmis Affective Language for Art
E22 Sally Sisu Qu VLG Net Video Language Graph Matching Network for Video Grounding

E22 Sally Sisu Qu VLG Net Video Language Graph Matching Network for Video Grounding
E21 Jesus Zarzar Leveraging Shape Completion for 3D Siamese Tracking

E21 Jesus Zarzar Leveraging Shape Completion for 3D Siamese Tracking
E20 Guocheng Qian PU GCN Point Cloud Upsampling using Graph Convolutional Networks

E20 Guocheng Qian PU GCN Point Cloud Upsampling using Graph Convolutional Networks
E19 Frost Xu G TAD Sub Graph Localization for Temporal Action Detection

E19 Frost Xu G TAD Sub Graph Localization for Temporal Action Detection
E18 Chen Zhao ThumbNet One Thumbnail Image Contains All You Need for Recognition

E18 Chen Zhao ThumbNet One Thumbnail Image Contains All You Need for Recognition
E17 Juan Leon Active Speakers in Context

E17 Juan Leon Active Speakers in Context
E16 Zhongxiao Li DeeReCT APA Prediction of Alternative Polyadenylation Site Usage Through Deep

E16 Zhongxiao Li DeeReCT APA Prediction of Alternative Polyadenylation Site Usage Through Deep