On Morphological Hierarchies for Image Sequences
Caglayan Tuna, Alain Giros, François Merciol, Sébastien Lefèvre

Auto-TLDR; Comparison of Hierarchies for Image Sequences
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A Weak Coupling of Semi-Supervised Learning with Generative Adversarial Networks for Malware Classification
Shuwei Wang, Qiuyun Wang, Zhengwei Jiang, Xuren Wang, Rongqi Jing

Auto-TLDR; IMIR: An Improved Malware Image Rescaling Algorithm Using Semi-supervised Generative Adversarial Network
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Which Airline Is This? Airline Logo Detection in Real-World Weather Conditions
Christian Wilms, Rafael Heid, Mohammad Araf Sadeghi, Andreas Ribbrock, Simone Frintrop

Auto-TLDR; Airlines logo detection on airplane tails using data augmentation
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Meta Generalized Network for Few-Shot Classification
Wei Wu, Shanmin Pang, Zhiqiang Tian, Yaochen Li

Auto-TLDR; Meta Generalized Network for Few-Shot Classification
Facial Expression Recognition Using Residual Masking Network
Luan Pham, Vu Huynh, Tuan Anh Tran

Auto-TLDR; Deep Residual Masking for Automatic Facial Expression Recognition
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A Delayed Elastic-Net Approach for Performing Adversarial Attacks
Brais Cancela, Veronica Bolon-Canedo, Amparo Alonso-Betanzos

Auto-TLDR; Robustness of ImageNet Pretrained Models against Adversarial Attacks
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Improving Batch Normalization with Skewness Reduction for Deep Neural Networks
Pak Lun Kevin Ding, Martin Sarah, Baoxin Li

Auto-TLDR; Batch Normalization with Skewness Reduction
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ResFPN: Residual Skip Connections in Multi-Resolution Feature Pyramid Networks for Accurate Dense Pixel Matching
Rishav ., René Schuster, Ramy Battrawy, Oliver Wasenmüler, Didier Stricker

Auto-TLDR; Resolution Feature Pyramid Networks for Dense Pixel Matching
Rethinking Experience Replay: A Bag of Tricks for Continual Learning
Pietro Buzzega, Matteo Boschini, Angelo Porrello, Simone Calderara

Auto-TLDR; Experience Replay for Continual Learning: A Practical Approach
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RWF-2000: An Open Large Scale Video Database for Violence Detection
Ming Cheng, Kunjing Cai, Ming Li

Auto-TLDR; Flow Gated Network for Violence Detection in Surveillance Cameras
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Learning to Segment Clustered Amoeboid Cells from Brightfield Microscopy Via Multi-Task Learning with Adaptive Weight Selection
Rituparna Sarkar, Suvadip Mukherjee, Elisabeth Labruyere, Jean-Christophe Olivo-Marin

Auto-TLDR; Supervised Cell Segmentation from Microscopy Images using Multi-task Learning in a Multi-Task Learning Paradigm
Directed Variational Cross-encoder Network for Few-Shot Multi-image Co-segmentation
Sayan Banerjee, Divakar Bhat S, Subhasis Chaudhuri, Rajbabu Velmurugan

Auto-TLDR; Directed Variational Inference Cross Encoder for Class Agnostic Co-Segmentation of Multiple Images
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Identity-Preserved Face Beauty Transformation with Conditional Generative Adversarial Networks

Auto-TLDR; Identity-preserved face beauty transformation using conditional GANs
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Attack-Agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning
Matthew Watson, Noura Al Moubayed

Auto-TLDR; Explainability-based Detection of Adversarial Samples on EHR and Chest X-Ray Data
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Estimating Static and Dynamic Brain Networks by Kulback-Leibler Divergence from fMRI Data
Gonul Degirmendereli, Fatos Yarman Vural

Auto-TLDR; A Novel method to estimate static and dynamic brain networks using Kulback- Leibler divergence using fMRI data
The Application of Capsule Neural Network Based CNN for Speech Emotion Recognition

Auto-TLDR; CapCNN: A Capsule Neural Network for Speech Emotion Recognition
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Dual Path Multi-Modal High-Order Features for Textual Content Based Visual Question Answering
Yanan Li, Yuetan Lin, Hongrui Zhao, Donghui Wang

Auto-TLDR; TextVQA: An End-to-End Visual Question Answering Model for Text-Based VQA
Information Graphic Summarization Using a Collection of Multimodal Deep Neural Networks
Edward Kim, Connor Onweller, Kathleen F. Mccoy

Auto-TLDR; A multimodal deep learning framework that can generate summarization text supporting the main idea of an information graphic for presentation to blind or visually impaired
Video Reconstruction by Spatio-Temporal Fusion of Blurred-Coded Image Pair
Anupama S, Prasan Shedligeri, Abhishek Pal, Kaushik Mitr

Auto-TLDR; Recovering Video from Motion-Blurred and Coded Exposure Images Using Deep Learning
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Video Analytics Gait Trend Measurement for Fall Prevention and Health Monitoring
Lawrence O'Gorman, Xinyi Liu, Md Imran Sarker, Mariofanna Milanova

Auto-TLDR; Towards Health Monitoring of Gait with Deep Learning
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A Detection-Based Approach to Multiview Action Classification in Infants
Carolina Pacheco, Effrosyni Mavroudi, Elena Kokkoni, Herbert Tanner, Rene Vidal

Auto-TLDR; Multiview Action Classification for Infants in a Pediatric Rehabilitation Environment