Vijay Chandrasekhar

1. Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile
   2018/07/07 by Panayotis Mertikopoulos, Bruno Lecouat, Mertikopoulos, Panayotis +9 · 58 citations
   Computer Science · Engineering · Mathematics · #Advanced Numerical Methods in Computational Mathematics #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Optimization and Control (math.OC) #cs.GT #cs.LG #math.OC #stat.ML
2. A*3D Dataset: Towards Autonomous Driving in Challenging Environments
   2019/09/17 by Quang-Hieu Pham, Pham, Quang-Hieu, Pierre Sevestre +15 · 10 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Sensor-Based Localization #cs.CV #cs.RO
3. Efficient GAN-Based Anomaly Detection
   2018/02/17 by Houssam Zenati, Zenati, Houssam, Chuan-Sheng Foo +9 · 11 citations
   Computer Science · Mathematics · #Anomaly Detection Techniques and Applications #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection #cs.LG #stat.ML
4. Deep Learning for Lung Cancer Detection: Tackling the Kaggle Data Science Bowl 2017 Challenge
   2017/05/26 by Kingsley Kuan, Kuan, Kingsley, Mathieu Ravaut +17 · 1 voice · 3 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #cs.CV
5. Graph Convolutional Neural Networks for Polymers Property Prediction
   2018/11/15 by Minggang Zeng, Jatin Nitin Kumar, Jatin Kumar +12 · 3 citations
   Computer Science · Materials Science · Physics and Astronomy · #Computational Drug Discovery Methods #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #cond-mat.mtrl-sci #cs.LG
6. DeepHash: Getting Regularization, Depth and Fine-Tuning Right
   2015/01/20 by Jie Lin, Lin, Jie, Olivier Morere +8 · 4 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Video Analysis and Summarization #cs.CV #cs.IR
7. Compact Descriptors for Video Analysis: the Emerging MPEG Standard
   2017/04/26 by Ling-Yu Duan, Duan, Ling-Yu, Vijay Chandrasekhar +15 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
8. The Unusual Effectiveness of Averaging in GAN Training
   2018/06/12 by Yasin Yazıcı, Chuan-Sheng Foo, Yazıcı, Yasin +9 · 2 citations
   Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CV #cs.LG #stat.ML
9. Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images
   2018/12/19 by Bruno Lecouat, Lecouat, Bruno, Ken Chang +18 · 2 citations
   Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis #cs.CV
10. TEA-DNN: the Quest for Time-Energy-Accuracy Co-optimized Deep Neural Networks
    2018/11/29 by Lile Cai, Cai, Lile, Anne-Maelle Barneche +13 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE) #cs.LG #cs.NE
11. Group Invariant Deep Representations for Image Instance Retrieval
    2016/01/09 by Olivier Morère, Morère, Olivier, Antoine Veillard +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #cs.CV #cs.IR
12. Tiny Descriptors for Image Retrieval with Unsupervised Triplet Hashing
    2015/11/10 by Jie Lin, Olivier Morère, Lin, Jie +7 · 2 citations
    Computer Science · Engineering · #68P20 #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #H.3.3 #I.2.6 #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization #acm:68P20 #cs.CV #cs.IR #cs.LG #msc:68P20