2021.7.26 Vision papers

07-23-2021	Tackling the Overestimation of Forest Carbon with Deep Learning and Aerial Imagery by Gyri Reiersen et al
07-20-2021	CogME: A Novel Evaluation Metric for Video Understanding Intelligence by Minjung Shin et al
07-20-2021	Data Hiding with Deep Learning: A Survey Unifying Digital Watermarking and Steganography by Olivia Byrnes et al
07-20-2021	ReSSL: Relational Self-Supervised Learning with Weak Augmentation by Mingkai Zheng et al
07-20-2021	Cell Detection from Imperfect Annotation by Pseudo Label Selection Using P-classification by Kazuma Fujii et al
07-22-2021	PoseDet: Fast Multi-Person Pose Estimation Using Pose Embedding by Chenyu Tian et al
07-22-2021	3D Shape Generation with Grid-based Implicit Functions by Moritz Ibing et al
07-20-2021	Saliency for free: Saliency prediction as a side-effect of object recognition by Carola Figueroa-Flores et al
07-20-2021	Registration of 3D Point Sets Using Correntropy Similarity Matrix by Ashutosh Singandhupe et al
07-21-2021	A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction by Bowen Hu et al
07-21-2021	Multimodal Representations Learning and Adversarial Hypergraph Fusion for Early Alzheimers Disease Prediction by Qiankun Zuo et al
07-23-2021	Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency by Zhipeng Luo et al
07-23-2021	Reservoir Computing Approach for Gray Images Segmentation by Petia Koprinkova-Hristova
07-21-2021	HistoCartography: A Toolkit for Graph Analytics in Digital Pathology by Guillaume Jaume et al
07-23-2021	Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report Generation by Mengya Xu et al
07-22-2021	Geometric Data Augmentation Based on Feature Map Ensemble by Takashi Shibata et al
07-23-2021	Exploring Deep Registration Latent Spaces by Théo Estienne et al
07-21-2021	Rule-Based Classification of Hyperspectral Imaging Data by Songuel Polat et al
07-20-2021	RankSRGAN: Super Resolution Generative Adversarial Networks with Learning to Rank by Wenlong Zhang et al
07-20-2021	Built-in Elastic Transformations for Improved Robustness by Sadaf Gulshad et al
07-20-2021	Towards Privacy-preserving Explanations in Medical Image Analysis by H. Montenegro et al
07-20-2021	3D-StyleGAN: A Style-Based Generative Adversarial Network for Generative Modeling of Three-Dimensional Medical Images by Sungmin Hong et al
07-20-2021	Monocular Visual Analysis for Electronic Line Calling of Tennis Games by Yuanzhou Chen et al
07-22-2021	Structure Destruction and Content Combination for Face Anti-Spoofing by Ke-Yue Zhang et al
07-22-2021	Semantic Text-to-Face GAN -ST^2FG by Manan Oza et al
07-21-2021	Towards Lower-Dose PET using Physics-Based Uncertainty-Aware Multimodal Learning with Robustness to Out-of-Distribution Data by Viswanath P. Sudarshan et al
07-20-2021	SynthSeg: Domain Randomisation for Segmentation of Brain MRI Scans of any Contrast and Resolution by Benjamin Billot et al
07-23-2021	Transporting Causal Mechanisms for Unsupervised Domain Adaptation by Zhongqi Yue et al
07-21-2021	MFGNet: Dynamic Modality-Aware Filter Generation for RGB-T Tracking by Xiao Wang et al
07-22-2021	External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery by Isaac J. Sledge et al
07-21-2021	Correspondence-Free Point Cloud Registration with SO(3)-Equivariant Implicit Shape Representations by Minghan Zhu et al
07-23-2021	Human Pose Estimation from Sparse Inertial Measurements through Recurrent Graph Convolution by Patrik Puchert et al
07-21-2021	DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation by Wentao Bao et al
07-20-2021	DeepSMILE: Self-supervised heterogeneity-aware multiple instance learning for DNA damage response defect classification directly from H&E whole-slide images by Yoni Schirris et al
07-22-2021	Human Pose Transfer with Disentangled Feature Consistency by Kun Wu et al
07-21-2021	An overview of mixing augmentation methods and augmentation strategies by Dominik Lewy et al
07-20-2021	Locality-aware Channel-wise Dropout for Occluded Face Recognition by Mingjie He et al
07-20-2021	Test-Agnostic Long-Tailed Recognition by Test-Time Aggregating Diverse Experts with Self-Supervision by Yifan Zhang et al
07-21-2021	Reading Race: AI Recognises Patients Racial Identity In Medical Images by Imon Banerjee et al
07-20-2021	Automated Segmentation and Volume Measurement of Intracranial Carotid Artery Calcification on Non-Contrast CT by Gerda Bortsova et al
07-23-2021	Bias Loss for Mobile Neural Networks by Lusine Abrahamyan et al
07-22-2021	Resource Efficient Mountainous Skyline Extraction using Shallow Learning by Touqeer Ahmad et al
07-22-2021	EAN: Event Adaptive Network for Enhanced Action Recognition by Yuan Tian et al
07-22-2021	Detail Preserving Residual Feature Pyramid Modules for Optical Flow by Libo Long et al
07-22-2021	Pruning Ternary Quantization by Dan Liu et al
07-21-2021	High-Resolution Pelvic MRI Reconstruction Using a Generative Adversarial Network with Attention and Cyclic Loss by Guangyuan Li et al
07-22-2021	Photon-Starved Scene Inference using Single Photon Cameras by Bhavya Goyal et al
07-22-2021	Dynamic Proximal Unrolling Network for Compressive Sensing Imaging by Yixiao Yang et al
07-22-2021	SuperCaustics: Real-time, open-source simulation of transparent objects for deep learning applications by Mehdi Mousavi et al
07-22-2021	Fristograms: Revealing and Exploiting Light Field Internals by Thorsten Herfet et al
07-21-2021	Evidential Deep Learning for Open Set Action Recognition by Wentao Bao et al
07-22-2021	Improve Learning from Crowds via Generative Augmentation by Zhendong Chu et al
07-21-2021	Structure-Aware Long Short-Term Memory Network for 3D Cephalometric Landmark Detection by Runnan Chen et al
07-22-2021	3D Brain Reconstruction by Hierarchical Shape-Perception Network from a Single Incomplete Image by Bowen Hu et al
07-20-2021	FoleyGAN: Visually Guided Generative Adversarial Network-Based Synchronous Sound Generation in Silent Videos by Sanchita Ghose et al
07-20-2021	DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation by Li Gao et al
07-23-2021	Learning Discriminative Representations for Multi-Label Image Recognition by Mohammed Hassanin et al
07-22-2021	Deep 3D-CNN for Depression Diagnosis with Facial Video Recording of Self-Rating Depression Scale Questionnaire by Wanqing Xie et al
07-22-2021	Pre-Clustering Point Clouds of Crop Fields Using Scalable Methods by Henry J. Nelson et al
07-23-2021	A Deep Signed Directional Distance Function for Object Shape Representation by Ehsan Zobeidi et al
07-23-2021	WaveFill: A Wavelet-based Generation Network for Image Inpainting by Yingchen Yu et al
07-23-2021	AD-GAN: End-to-end Unsupervised Nuclei Segmentation with Aligned Disentangling Training by Kai Yao et al
07-20-2021	Weighted Intersection over Union (wIoU): A New Evaluation Metric for Image Segmentation by Yeong-Jun Cho
07-21-2021	Deep Iterative 2D/3D Registration by Srikrishna Jaganathan et al
07-21-2021	Window Detection In Facade Imagery: A Deep Learning Approach Using Mask R-CNN by Nils Nordmark et al
07-23-2021	Cardiac CT segmentation based on distance regularized level set by Xinyang Wu
07-22-2021	Adaptive Dilated Convolution For Human Pose Estimation by Zhengxiong Luo et al
07-21-2021	S4T: Source-free domain adaptation for semantic segmentation via self-supervised selective self-training by Viraj Prabhu et al
07-22-2021	Abstract Reasoning via Logic-guided Generation by Sihyun Yu et al
07-23-2021	3D Radar Velocity Maps for Uncertain Dynamic Environments by Ransalu Senanayake et al
07-20-2021	TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor Segmentation by Jiawei Yang et al
07-20-2021	Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation by Yao Zhang et al
07-22-2021	Domain Adaptive Video Segmentation via Temporal Consistency Regularization by Dayan Guan et al
07-21-2021	Rethinking Trajectory Forecasting Evaluation by Boris Ivanovic et al
07-21-2021	cGANs with Auxiliary Discriminative Classifier by Liang Hou et al
07-22-2021	Unsupervised Detection of Adversarial Examples with Model Explanations by Gihyuk Ko et al
07-22-2021	Self-transfer learning via patches: A prostate cancer triage approach based on bi-parametric MRI by Alvaro Fernandez-Quilez et al
07-21-2021	CycleMLP: A MLP-like Architecture for Dense Prediction by Shoufa Chen et al
07-23-2021	Multi-Modal Pedestrian Detection with Large Misalignment Based on Modal-Wise Regression and Multi-Modal IoU by Napat Wanchaitanawong et al
07-22-2021	Regularising Inverse Problems with Generative Machine Learning Models by Margaret Duff et al
07-21-2021	3D fluorescence microscopy data synthesis for segmentation and benchmarking by Dennis Eschweiler et al
07-22-2021	Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference by Xiaofeng Liu et al
07-20-2021	A Review of Generative Adversarial Networks in Cancer Imaging: New Applications, New Solutions by Richard Osuala et al
07-20-2021	Critic Guided Segmentation of Rewarding Objects in First-Person Views by Andrew Melnik et al
07-23-2021	MCDAL: Maximum Classifier Discrepancy for Active Learning by Jae Won Cho et al
07-23-2021	Unrealistic Feature Suppression for Generative Adversarial Networks by Sanghun Kim et al
07-20-2021	Unsupervised Domain Adaptation in LiDAR Semantic Segmentation with Self-Supervision and Gated Adapters by Mrigank Rochan et al
07-23-2021	Integrating Deep Learning and Augmented Reality to Enhance Situational Awareness in Firefighting Environments by Manish Bhattarai
07-22-2021	Explainable artificial intelligence (XAI) in deep learning-based medical image analysis by Bas H. M. van der Velden et al
07-21-2021	Triplet is All You Need with Random Mappings for Unsupervised Visual Representation Learning by Wenbin Li et al
07-20-2021	Follow Your Path: a Progressive Method for Knowledge Distillation by Wenxian Shi et al
07-22-2021	Score-Based Point Cloud Denoising by Shitong Luo et al
07-23-2021	Dense Supervision Propagation for Weakly Supervised Semantic Segmentation on 3D Point Clouds by Jiacheng Wei et al
07-22-2021	Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data by Xintao Wang et al
07-23-2021	Developing efficient transfer learning strategies for robust scene recognition in mobile robotics using pre-trained convolutional neural networks by Hermann Baumgartl et al
07-22-2021	LARGE: Latent-Based Regression through GAN Semantics by Yotam Nitzan et al
07-22-2021	Compositional Models: Multi-Task Learning and Knowledge Transfer with Modular Networks by Andrey Zhmoginov et al
07-23-2021	Improving the Generalization of Meta-learning on Unseen Domains via Adversarial Shift by Pinzhuo Tian et al
07-23-2021	Unsupervised Domain Adaptation for Video Semantic Segmentation by Inkyu Shin et al
07-21-2021	You Better Look Twice: a new perspective for designing accurate detectors with reduced computations by Alexandra Dana et al
07-23-2021	SurfaceNet: Adversarial SVBRDF Estimation from a Single Image by Giuseppe Vecchio et al
07-23-2021	Human Pose Regression with Residual Log-likelihood Estimation by Jiefeng Li et al
07-21-2021	Characterization Multimodal Connectivity of Brain Network by Hypergraph GAN for Alzheimers Disease Analysis by Junren Pan et al
07-21-2021	Memorization in Deep Neural Networks: Does the Loss Function matter? by Deep Patel et al
07-20-2021	SynthTIGER: Synthetic Text Image GEneratoR Towards Better Text Recognition Models by Moonbin Yim et al
07-22-2021	Query2Label: A Simple Transformer Way to Multi-Label Classification by Shilong Liu et al
07-21-2021	Objective video quality metrics application to video codecs comparisons: choosing the best for subjective quality estimation by Anastasia Antsiferova et al
07-20-2021	Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning by Timo Milbich et al
07-23-2021	Label Distribution Amendment with Emotional Semantic Correlations for Facial Expression Recognition by Shasha Mao et al
07-23-2021	Image-to-Image Translation with Low Resolution Conditioning by Mohamed Abderrahmen Abid et al
07-23-2021	Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation by Sanghun Jung et al
07-23-2021	Data-driven deep density estimation by Patrik Puchert et al
07-21-2021	Fabrication-Aware Reverse Engineering for Carpentry by James Noeckel et al
07-21-2021	mmPose-NLP: A Natural Language Processing Approach to Precise Skeletal Pose Estimation using mmWave Radars by Arindam Sengupta et al
07-20-2021	Audio2Head: Audio-driven One-shot Talking-head Generation with Natural Head Motion by Suzhen Wang et al
07-23-2021	Mixed SIGNals: Sign Language Production via a Mixture of Motion Primitives by Ben Saunders et al
07-20-2021	Active 3D Shape Reconstruction from Vision and Touch by Edward J. Smith et al
07-20-2021	Protecting Semantic Segmentation Models by Using Block-wise Image Encryption with Secret Key from Unauthorized Access by Hiroki Ito et al
07-23-2021	RewriteNet: Realistic Scene Text Image Generation via Editing Text in Real-world Image by Junyeop Lee et al
07-22-2021	CogSense: A Cognitively Inspired Framework for Perception Adaptation by Hyukseong Kwon et al
07-23-2021	Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation by Ruifei He et al
07-23-2021	RGB Image Classification with Quantum Convolutional Ansaetze by Yu Jing et al
07-23-2021	Provident Vehicle Detection at Night for Advanced Driver Assistance Systems by Lukas Ewecker et al
07-20-2021	Image-Hashing-Based Anomaly Detection for Privacy-Preserving Online Proctoring by Waheeb Yaqub et al
07-20-2021	Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction by Duy M. H. Nguyen et al
07-21-2021	DRDF: Determining the Importance of Different Multimodal Information with Dual-Router Dynamic Framework by Haiwen Hong et al
07-22-2021	Segmentation of Cardiac Structures via Successive Subspace Learning with Saab Transform from Cine MRI by Xiaofeng Liu et al
07-22-2021	AnonySIGN: Novel Human Appearance Synthesis for Sign Language Video Anonymisation by Ben Saunders et al
07-20-2021	QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries by Jie Lei et al
07-21-2021	A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images by Felix Thoma et al
07-21-2021	From Single to Multiple: Leveraging Multi-level Prediction Spaces for Video Forecasting by Mengcheng Lan et al
07-21-2021	Few Shots Is All You Need: A Progressive Few Shot Learning Approach for Low Resource Handwriting Recognition by Mohamed Ali Souibgui et al
07-21-2021	Anomaly Detection via Self-organizing Map by Ning Li et al
07-23-2021	Adversarial Reinforced Instruction Attacker for Robust Vision-Language Navigation by Bingqian Lin et al
07-22-2021	Pose Estimation and 3D Reconstruction of Vehicles from Stereo-Images Using a Subcategory-Aware Shape Prior by Max Coenen et al
07-22-2021	DOVE: Learning Deformable 3D Objects by Watching Videos by Shangzhe Wu et al
07-22-2021	A Deep Learning-based Quality Assessment and Segmentation System with a Large-scale Benchmark Dataset for Optical Coherence Tomographic Angiography Image by Yufei Wang et al
07-22-2021	Copy and Paste method based on Pose for Re-identification by Cheng Yang
07-22-2021	SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control by Arnav Malawade et al
07-22-2021	On the Certified Robustness for Ensemble Models and Beyond by Zhuolin Yang et al
07-21-2021	Superpixel-guided Iterative Learning from Noisy Labels for Medical Image Segmentation by Shuailin Li et al
07-22-2021	Power Plant Classification from Remote Imaging with Deep Learning by Michael Mommert et al
07-21-2021	DeepScale: An Online Frame Size Adaptation Framework to Accelerate Visual Multi-object Tracking by Keivan Nalaie et al