Cross-spectrum Face Recognition Using Subspace Projection Hashing
Hanrui Wang, Xingbo Dong, Jin Zhe, Jean-Luc Dugelay, Massimo Tistarelli
Auto-TLDR; Subspace Projection Hashing for Cross-Spectrum Face Recognition
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A Low-Complexity R-Peak Detection Algorithm with Adaptive Thresholding for Wearable Devices
Tiago Rodrigues, Hugo Plácido Da Silva, Ana Luisa Nobre Fred, Sirisack Samoutphonh
Auto-TLDR; Real-Time and Low-Complexity R-peak Detection for Single Lead ECG Signals
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Siamese Graph Convolution Network for Face Sketch Recognition
Liang Fan, Xianfang Sun, Paul Rosin
Auto-TLDR; A novel Siamese graph convolution network for face sketch recognition
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PolyLaneNet: Lane Estimation Via Deep Polynomial Regression
Talles Torres, Rodrigo Berriel, Thiago Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
Auto-TLDR; Real-Time Lane Detection with Deep Polynomial Regression
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Explanation-Guided Training for Cross-Domain Few-Shot Classification
Jiamei Sun, Sebastian Lapuschkin, Wojciech Samek, Yunqing Zhao, Ngai-Man Cheung, Alexander Binder
Auto-TLDR; Explaination-Guided Training for Cross-Domain Few-Shot Classification
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PRF-Ped: Multi-Scale Pedestrian Detector with Prior-Based Receptive Field
Yuzhi Tan, Hongxun Yao, Haoran Li, Xiusheng Lu, Haozhe Xie
Auto-TLDR; Bidirectional Feature Enhancement Module for Multi-Scale Pedestrian Detection
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End-To-End Hierarchical Relation Extraction for Generic Form Understanding
Tuan Anh Nguyen Dang, Duc-Thanh Hoang, Quang Bach Tran, Chih-Wei Pan, Thanh-Dat Nguyen
Auto-TLDR; Joint Entity Labeling and Link Prediction for Form Understanding in Noisy Scanned Documents
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On the Information of Feature Maps and Pruning of Deep Neural Networks
Mohammadreza Soltani, Suya Wu, Jie Ding, Robert Ravier, Vahid Tarokh
Auto-TLDR; Compressing Deep Neural Models Using Mutual Information
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Handwritten Digit String Recognition Using Deep Autoencoder Based Segmentation and ResNet Based Recognition Approach
Anuran Chakraborty, Rajonya De, Samir Malakar, Friedhelm Schwenker, Ram Sarkar
Auto-TLDR; Handwritten Digit Strings Recognition Using Residual Network and Deep Autoencoder Based Segmentation
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Convolutional Feature Transfer via Camera-Specific Discriminative Pooling for Person Re-Identification
Tetsu Matsukawa, Einoshin Suzuki
Auto-TLDR; A small-scale CNN feature transfer method for person re-identification
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Responsive Social Smile: A Machine-Learning Based Multimodal Behavior Assessment Framework towards Early Stage Autism Screening
Yueran Pan, Kunjing Cai, Ming Cheng, Xiaobing Zou, Ming Li
Auto-TLDR; Responsive Social Smile: A Machine Learningbased Assessment Framework for Early ASD Screening
Switching Dynamical Systems with Deep Neural Networks
Cesar Ali Ojeda Marin, Kostadin Cvejoski, Bogdan Georgiev, Ramses J. Sanchez
Auto-TLDR; Variational RNN for Switching Dynamics
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Cluster-Size Constrained Network Partitioning
Maksim Mironov, Konstantin Avrachenkov
Auto-TLDR; Unsupervised Graph Clustering with Stochastic Block Model
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Learning Graph Matching Substitution Weights Based on a Linear Regression
Shaima Algabli, Francesc Serratosa
Auto-TLDR; Learning the weights on local attributes of attributed graphs
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Position-Aware Safe Boundary Interpolation Oversampling
Auto-TLDR; PABIO: Position-Aware Safe Boundary Interpolation-Based Oversampling for Imbalanced Data
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Global Context-Based Network with Transformer for Image2latex
Nuo Pang, Chun Yang, Xiaobin Zhu, Jixuan Li, Xu-Cheng Yin
Auto-TLDR; Image2latex with Global Context block and Transformer
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Total Whitening for Online Signature Verification Based on Deep Representation
Xiaomeng Wu, Akisato Kimura, Kunio Kashino, Seiichi Uchida
Auto-TLDR; Total Whitening for Online Signature Verification
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Robust Image Coding on Synthetic DNA: Reducing Sequencing Noise with Inpainting
Eva Gil San Antonio, Mattia Piretti, Melpomeni Dimopoulou, Marc Antonini
Auto-TLDR; Noise Resilience for DNA Storage
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Interpretable Structured Learning with Sparse Gated Sequence Encoder for Protein-Protein Interaction Prediction
Kishan K C, Feng Cui, Anne Haake, Rui Li
Auto-TLDR; Predicting Protein-Protein Interactions Using Sequence Representations
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ScarfNet: Multi-Scale Features with Deeply Fused and Redistributed Semantics for Enhanced Object Detection
Jin Hyeok Yoo, Dongsuk Kum, Jun Won Choi
Auto-TLDR; Semantic Fusion of Multi-scale Feature Maps for Object Detection
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What Nodes Vote To? Graph Classification without Readout Phase
Yuxing Tian, Zheng Liu, Weiding Liu, Zeyu Zhang, Yanwen Qu
Auto-TLDR; node voting based graph classification with convolutional operator
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