Relevance Detection in Cataract Surgery Videos by Spatio-Temporal Action Localization
Negin Ghamsarian, Mario Taschwer, Doris Putzgruber, Stephanie. Sarny, Klaus Schoeffmann

Auto-TLDR; relevance-based retrieval in cataract surgery videos
Are Multiple Cross-Correlation Identities Better Than Just Two? Improving the Estimate of Time Differences-Of-Arrivals from Blind Audio Signals
Danilo Greco, Jacopo Cavazza, Alessio Del Bue

Auto-TLDR; Improving Blind Channel Identification Using Cross-Correlation Identity for Time Differences-of-Arrivals Estimation
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Trajectory Representation Learning for Multi-Task NMRDP Planning
Firas Jarboui, Vianney Perchet

Auto-TLDR; Exploring Non Markovian Reward Decision Processes for Reinforcement Learning
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Adaptive Sampling of Pareto Frontiers with Binary Constraints Using Regression and Classification

Auto-TLDR; Adaptive Optimization for Black-Box Multi-Objective Optimizing Problems with Binary Constraints
In Depth Semantic Scene Completion

Auto-TLDR; Bayesian Convolutional Neural Network for Semantic Scene Completion
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Optimal Transport As a Defense against Adversarial Attacks
Quentin Bouniot, Romaric Audigier, Angélique Loesch

Auto-TLDR; Sinkhorn Adversarial Training with Optimal Transport Theory
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SSDL: Self-Supervised Domain Learning for Improved Face Recognition
Samadhi Poornima Kumarasinghe Wickrama Arachchilage, Ebroul Izquierdo

Auto-TLDR; Self-supervised Domain Learning for Face Recognition in unconstrained environments
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PCANet: Pyramid Context-Aware Network for Retinal Vessel Segmentation
Yi Zhang, Yixuan Chen, Kai Zhang

Auto-TLDR; PCANet: Adaptive Context-Aware Network for Automated Retinal Vessel Segmentation
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Attention Based Pruning for Shift Networks
Ghouthi Hacene, Carlos Lassance, Vincent Gripon, Matthieu Courbariaux, Yoshua Bengio

Auto-TLDR; Shift Attention Layers for Efficient Convolutional Layers
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Detecting Rare Cell Populations in Flow Cytometry Data Using UMAP
Lisa Weijler, Markus Diem, Michael Reiter

Auto-TLDR; Unsupervised Manifold Approximation and Projection for Small Cell Population Detection in Flow cytometry Data
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Near-Infrared Depth-Independent Image Dehazing using Haar Wavelets
Sumit Laha, Ankit Sharma, Shengnan Hu, Hassan Foroosh

Auto-TLDR; A fusion algorithm for haze removal using Haar wavelets
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Bidirectional Matrix Feature Pyramid Network for Object Detection

Auto-TLDR; BMFPN: Bidirectional Matrix Feature Pyramid Network for Object Detection
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MAGNet: Multi-Region Attention-Assisted Grounding of Natural Language Queries at Phrase Level
Amar Shrestha, Krittaphat Pugdeethosapol, Haowen Fang, Qinru Qiu

Auto-TLDR; MAGNet: A Multi-Region Attention-Aware Grounding Network for Free-form Textual Queries
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A Scalable Deep Neural Network to Detect Low Quality Images without a Reference

Auto-TLDR; A Deep Neural Network-based Algorithm for Non-reference Non-Reference Non-Referential Image Quality Metrics for Streaming Services
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Hierarchical Classification with Confidence Using Generalized Logits
James W. Davis, Tong Liang, James Enouen, Roman Ilin

Auto-TLDR; Generalized Logits for Hierarchical Classification
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Feature Extraction and Selection Via Robust Discriminant Analysis and Class Sparsity

Auto-TLDR; Hybrid Linear Discriminant Embedding for supervised multi-class classification
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Revisiting the Training of Very Deep Neural Networks without Skip Connections
Oyebade Kayode Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Bjorn Ottersten

Auto-TLDR; Optimization of Very Deep PlainNets without shortcut connections with 'vanishing and exploding units' activations'
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Do Not Treat Boundaries and Regions Differently: An Example on Heart Left Atrial Segmentation
Zhou Zhao, Elodie Puybareau, Nicolas Boutry, Thierry Geraud

Auto-TLDR; Attention Full Convolutional Network for Atrial Segmentation using ResNet-101 Architecture
Inferring Functional Properties from Fluid Dynamics Features
Andrea Schillaci, Maurizio Quadrio, Carlotta Pipolo, Marcello Restelli, Giacomo Boracchi

Auto-TLDR; Exploiting Convective Properties of Computational Fluid Dynamics for Medical Diagnosis
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Few-Shot Font Generation with Deep Metric Learning
Haruka Aoki, Koki Tsubota, Hikaru Ikuta, Kiyoharu Aizawa

Auto-TLDR; Deep Metric Learning for Japanese Typographic Font Synthesis
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End-To-End Deep Learning Methods for Automated Damage Detection in Extreme Events at Various Scales
Yongsheng Bai, Alper Yilmaz, Halil Sezen

Auto-TLDR; Robust Mask R-CNN for Crack Detection in Extreme Events
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