Multi-Task Learning for Calorie Prediction on a Novel Large-Scale Recipe Dataset Enriched with Nutritional Information
Robin Ruede, Verena Heusser, Lukas Frank, Monica Haurilet, Alina Roitberg, Rainer Stiefelhagen

Auto-TLDR; Pic2kcal: Learning Food Recipes from Images for Calorie Estimation
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Text Recognition in Real Scenarios with a Few Labeled Samples
Jinghuang Lin, Cheng Zhanzhan, Fan Bai, Yi Niu, Shiliang Pu, Shuigeng Zhou

Auto-TLDR; Few-shot Adversarial Sequence Domain Adaptation for Scene Text Recognition
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Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification

Auto-TLDR; Top-DB-Net for Person Re-Identification using Top DropBlock
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Median-Shape Representation Learning for Category-Level Object Pose Estimation in Cluttered Environments
Hiroki Tatemichi, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Ayako Amma

Auto-TLDR; An Occlusion-Robust Pose Estimation Method from a Depth Image
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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
Movement-Induced Priors for Deep Stereo
Yuxin Hou, Muhammad Kamran Janjua, Juho Kannala, Arno Solin

Auto-TLDR; Fusing Stereo Disparity Estimation with Movement-induced Prior Information
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MetaMix: Improved Meta-Learning with Interpolation-based Consistency Regularization
Yangbin Chen, Yun Ma, Tom Ko, Jianping Wang, Qing Li

Auto-TLDR; MetaMix: A Meta-Agnostic Meta-Learning Algorithm for Few-Shot Classification
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Quantization in Relative Gradient Angle Domain for Building Polygon Estimation
Yuhao Chen, Yifan Wu, Linlin Xu, Alexander Wong

Auto-TLDR; Relative Gradient Angle Transform for Building Footprint Extraction from Remote Sensing Data
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Video Semantic Segmentation Using Deep Multi-View Representation Learning
Akrem Sellami, Salvatore Tabbone

Auto-TLDR; Deep Multi-view Representation Learning for Video Object Segmentation
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Computing Stable Resultant-Based Minimal Solvers by Hiding a Variable
Snehal Bhayani, Zuzana Kukelova, Janne Heikkilä

Auto-TLDR; Sparse Permian-Based Method for Solving Minimal Systems of Polynomial Equations
Exploring the Ability of CNNs to Generalise to Previously Unseen Scales Over Wide Scale Ranges

Auto-TLDR; A theoretical analysis of invariance and covariance properties of scale channel networks
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Local Binary Quaternion Rotation Pattern for Colour Texture Retrieval
Hela Jebali, Noel Richard, Mohamed Naouai

Auto-TLDR; Local Binary Quaternion Rotation Pattern for Color Texture Classification
One-Shot Learning for Acoustic Identification of Bird Species in Non-Stationary Environments
Michelangelo Acconcjaioco, Stavros Ntalampiras

Auto-TLDR; One-shot Learning in the Bioacoustics Domain using Siamese Neural Networks
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Global-Local Attention Network for Semantic Segmentation in Aerial Images
Minglong Li, Lianlei Shan, Weiqiang Wang

Auto-TLDR; GLANet: Global-Local Attention Network for Semantic Segmentation
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SIDGAN: Single Image Dehazing without Paired Supervision
Pan Wei, Xin Wang, Lei Wang, Ji Xiang, Zihan Wang

Auto-TLDR; DehazeGAN: An End-to-End Generative Adversarial Network for Image Dehazing
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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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Sparse-Dense Subspace Clustering
Shuai Yang, Wenqi Zhu, Yuesheng Zhu

Auto-TLDR; Sparse-Dense Subspace Clustering with Piecewise Correlation Estimation
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A GAN-Based Blind Inpainting Method for Masonry Wall Images
Yahya Ibrahim, Balázs Nagy, Csaba Benedek

Auto-TLDR; An End-to-End Blind Inpainting Algorithm for Masonry Wall Images
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Saliency Prediction on Omnidirectional Images with Brain-Like Shallow Neural Network
Zhu Dandan, Chen Yongqing, Min Xiongkuo, Zhao Defang, Zhu Yucheng, Zhou Qiangqiang, Yang Xiaokang, Tian Han

Auto-TLDR; A Brain-like Neural Network for Saliency Prediction of Head Fixations on Omnidirectional Images
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Picture-To-Amount (PITA): Predicting Relative Ingredient Amounts from Food Images
Jiatong Li, Fangda Han, Ricardo Guerrero, Vladimir Pavlovic

Auto-TLDR; PITA: A Deep Learning Architecture for Predicting the Relative Amount of Ingredients from Food Images
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Improving Visual Relation Detection Using Depth Maps
Sahand Sharifzadeh, Sina Moayed Baharlou, Max Berrendorf, Rajat Koner, Volker Tresp

Auto-TLDR; Exploiting Depth Maps for Visual Relation Detection
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