2020.11.16 Vision papers

11-10-2020	An Attack on InstaHide: Is Private Learning Possible with Instance Encoding? by Nicholas Carlini et al
11-12-2020	A Transfer Learning Framework for Anomaly Detection Using Model of Normality by Sulaiman Aburakhia et al
11-11-2020	CheXphotogenic: Generalization of Deep Learning Models for Chest X-ray Interpretation to Photos of Chest X-rays by Pranav Rajpurkar et al
11-12-2020	Same Object, Different Grasps: Data and Semantic Knowledge for Task-Oriented Grasping by Adithyavairavan Murali et al
11-12-2020	Learning to Segment Dynamic Objects using SLAM Outliers by Adrian Bojko et al
11-12-2020	Reinforcement Learning with Videos: Combining Offline Observations with Interaction by Karl Schmeckpeper et al
11-11-2020	Adversarial images for the primate brain by Li Yuan et al
11-11-2020	Gaussian RAM: Lightweight Image Classification via Stochastic Retina-Inspired Glimpse and Reinforcement Learning by Dongseok Shim et al
11-12-2020	RIFE: Real-Time Intermediate Flow Estimation for Video Frame Interpolation by Zhewei Huang et al
11-12-2020	A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges by Moloud Abdar et al
11-12-2020	SVAM: Saliency-guided Visual Attention Modeling by Autonomous Underwater Robots by Md Jahidul Islam et al
11-11-2020	FastPathology: An open-source platform for deep learning-based research and decision support in digital pathology by André Pedersen et al
11-13-2020	SHAD3S: : A model to Sketch, Shade and Shadow by Raghav Brahmadesam Venkataramaiyer et al
11-11-2020	Deep learning and hand-crafted features for virus image classification by Loris Nanni et al
11-10-2020	Detecting Human-Object Interaction with Mixed Supervision by Suresh Kirthi Kumaraswamy et al
11-12-2020	Decomposing Normal and Abnormal Features of Medical Images for Content-based Image Retrieval by Kazuma Kobayashi et al
11-11-2020	DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs by Yaxing Wang et al
11-12-2020	Fit2Form: 3D Generative Model for Robot Gripper Form Design by Huy Ha et al
11-12-2020	Unsupervised MR Motion Artifact Deep Learning using Outlier-Rejecting Bootstrap Aggregation by Gyutaek Oh et al
11-12-2020	Shared Prior Learning of Energy-Based Models for Image Reconstruction by Thomas Pinetz et al
11-12-2020	Image Anomaly Detection by Aggregating Deep Pyramidal Representations by Pankaj Mishra et al
11-12-2020	Automated Model Compression by Jointly Applied Pruning and Quantization by Wenting Tang et al
11-12-2020	A deep Q-Learning based Path Planning and Navigation System for Firefighting Environments by Manish Bhattarai et al
11-11-2020	Transformers for One-Shot Visual Imitation by Sudeep Dasari et al
11-12-2020	StrObe: Streaming Object Detection from LiDAR Packets by Davi Frossard et al
11-10-2020	Decoupled Appearance and Motion Learning for Efficient Anomaly Detection in Surveillance Video by Bo Li et al
11-10-2020	The Virtual Goniometer: A new method for measuring angles on 3D models of fragmentary bone and lithics by Katrina Yezzi-Woodley et al
11-11-2020	Bi-tuning of Pre-trained Representations by Jincheng Zhong et al
11-10-2020	AIM 2020 Challenge on Learned Image Signal Processing Pipeline by Andrey Ignatov et al
11-12-2020	3D-OES: Viewpoint-Invariant Object-Factorized Environment Simulators by Hsiao-Yu Fish Tung et al
11-11-2020	Generative and Discriminative Learning for Distorted Image Restoration by Yi Gu et al
11-11-2020	End-to-End Chinese Landscape Painting Creation Using Generative Adversarial Networks by Alice Xue
11-12-2020	Unimodal Cyclic Regularization for Training Multimodal Image Registration Networks by Zhe Xu et al
11-12-2020	Domain Generalization in Biosignal Classification by Theekshana Dissanayake et al
11-10-2020	Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern by Niklas Holzwarth et al
11-10-2020	Deep Multimodal Fusion by Channel Exchanging by Yikai Wang et al
11-12-2020	Content-based Image Retrieval and the Semantic Gap in the Deep Learning Era by Björn Barz et al
11-11-2020	Unsupervised Video Representation Learning by Bidirectional Feature Prediction by Nadine Behrmann et al
11-12-2020	DSAM: A Distance Shrinking with Angular Marginalizing Loss for High Performance Vehicle Re-identificatio by Jiangtao Kong et al
11-11-2020	Continuous Perception for Classifying Shapes and Weights of Garmentsfor Robotic Vision Applications by Li Duan et al
11-13-2020	SALAD: Self-Assessment Learning for Action Detection by Guillaume Vaudaux-Ruth et al
11-10-2020	Pristine annotations-based multi-modal trained artificial intelligence solution to triage chest X-ray for COVID-19 by Tao Tan et al
11-11-2020	Deep Sketch-Based Modeling: Tips and Tricks by Yue Zhong et al
11-12-2020	VCE: Variational Convertor-Encoder for One-Shot Generalization by Chengshuai Li et al
11-12-2020	Adding Knowledge to Unsupervised Algorithms for the Recognition of Intent by Stuart Synakowski et al
11-10-2020	Noise2Stack: Improving Image Restoration by Learning from Volumetric Data by Mikhail Papkov et al
11-11-2020	Universal Embeddings for Spatio-Temporal Tagging of Self-Driving Logs by Sean Segal et al
11-10-2020	Using GANs to Synthesise Minimum Training Data for Deepfake Generation by Simranjeet Singh et al
11-10-2020	Collaborative Augmented Reality on Smartphones via Life-long City-scale Maps by Lukas Platinsky et al
11-13-2020	Multi-layered tensor networks for image classification by Raghavendra Selvan et al
11-12-2020	PoseTrackReID: Dataset Description by Andreas Doering et al
11-12-2020	Unsupervised Multimodal Image Registration with Adaptative Gradient Guidance by Zhe Xu et al
11-11-2020	Skin disease diagnosis with deep learning: a review by Hongfeng Li
11-10-2020	Automatic Open-World Reliability Assessment by Mohsen Jafarzadeh et al
11-10-2020	End-to-end optimized image compression for machines, a study by Lahiru D. Chamain et al
11-11-2020	Where to drive: free space detection with one fisheye camera by Tobias Scheck et al
11-10-2020	Towards a Better Global Loss Landscape of GANs by Ruoyu Sun et al
11-10-2020	Debugging Tests for Model Explanations by Julius Adebayo et al
11-11-2020	DeepSim: Semantic similarity metrics for learned image registration by Steffen Czolbe et al
11-13-2020	Transductive Zero-Shot Learning using Cross-Modal CycleGAN by Patrick Bordes et al
11-13-2020	Image Animation with Perturbed Masks by Yoav Shalev et al
11-13-2020	Deep Template Matching for Pedestrian Attribute Recognition with the Auxiliary Supervision of Attribute-wise Keypoints by Jiajun Zhang et al
11-10-2020	Deep correction of breathing-related artifacts in MR-thermometry by Baudouin Denis de Senneville et al
11-11-2020	Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines by Umut Özkaya et al
11-11-2020	Dynamic Plane Convolutional Occupancy Networks by Stefan Lionar et al
11-10-2020	Unsupervised Learning of Dense Visual Representations by Pedro O. Pinheiro et al
11-11-2020	FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification by Zhuo Zheng et al
11-11-2020	Progressive Spatio-Temporal Graph Convolutional Network for Skeleton-Based Human Action Recognition by Negar Heidari et al
11-10-2020	Fast & Slow Learning: Incorporating Synthetic Gradients in Neural Memory Controllers by Tharindu Fernando et al
11-10-2020	Simple means Faster: Real-Time Human Motion Forecasting in Monocular First Person Videos on CPU by Junaid Ahmed Ansari et al
11-11-2020	Monitoring and Diagnosability of Perception Systems by Pasquale Antonante et al
11-12-2020	Disassemblable Fieldwork CT Scanner Using a 3D-printed Calibration Phantom by Florian Schiffers et al
11-12-2020	Trajectory Prediction in Autonomous Driving with a Lane Heading Auxiliary Loss by Ross Greer et al
11-10-2020	AIM 2020 Challenge on Rendering Realistic Bokeh by Andrey Ignatov et al
11-13-2020	Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis by Daniel Seichter et al
11-10-2020	ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery by Jeremy Irvin et al
11-10-2020	Stage-wise Channel Pruning for Model Compression by Mingyang Zhang et al
11-10-2020	Conceptual Compression via Deep Structure and Texture Synthesis by Jianhui Chang et al
11-11-2020	Zero-Pair Image to Image Translation using Domain Conditional Normalization by Samarth Shukla et al
11-12-2020	Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study by Veysel Kocaman et al
11-11-2020	Learned Equivariant Rendering without Transformation Supervision by Cinjon Resnick et al
11-11-2020	Semi-supervised Sparse Representation with Graph Regularization for Image Classification by Hongfeng Li
11-10-2020	Removing Brightness Bias in Rectified Gradients by Lennart Brocki et al
11-10-2020	Unsupervised Contrastive Photo-to-Caricature Translation based on Auto-distortion by Yuhe Ding et al
11-11-2020	A Hybrid Approach for 6DoF Pose Estimation by Rebecca König et al
11-10-2020	Do You See What I See? Coordinating Multiple Aerial Cameras for Robot Cinematography by Arthur Bucker et al
11-11-2020	LittleYOLO-SPP: A Delicate Real-Time Vehicle Detection Algorithm by Sri Jamiya S et al
11-13-2020	Learning Object Manipulation Skills via Approximate State Estimation from Real Videos by Vladimír Petrík et al
11-12-2020	Diffusion models for Handwriting Generation by Troy Luhman et al
11-11-2020	A CNN-based Feature Space for Semi-supervised Incremental Learning in Assisted Living Applications by Tobias Scheck et al
11-10-2020	Human-centric Spatio-Temporal Video Grounding With Visual Transformers by Zongheng Tang et al
11-10-2020	Classification of Polarimetric SAR Images Using Compact Convolutional Neural Networks by Mete Ahishali et al
11-11-2020	EvidentialMix: Learning with Combined Open-set and Closed-set Noisy Labels by Ragav Sachdeva et al
11-10-2020	Multi-modal Fusion for Single-Stage Continuous Gesture Recognition by Harshala Gammulle et al
11-12-2020	Adversarial Robustness Against Image Color Transformation within Parametric Filter Space by Zhengyu Zhao et al
11-11-2020	Transferred Fusion Learning using Skipped Networks by Vinayaka R Kamath et al
11-11-2020	Age Gap Reducer-GAN for Recognizing Age-Separated Faces by Daksha Yadav et al
11-11-2020	Self-supervised Segmentation via Background Inpainting by Isinsu Katircioglu et al
11-11-2020	Learning from THEODORE: A Synthetic Omnidirectional Top-View Indoor Dataset for Deep Transfer Learning by Tobias Scheck et al
11-10-2020	MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images by Lei Ding et al
11-10-2020	Deep Learning Derived Histopathology Image Score for Increasing Phase 3 Clinical Trial Probability of Success by Qi Tang et al
11-13-2020	Unified Multi-Modal Landmark Tracking for Tightly Coupled Lidar-Visual-Inertial Odometry by David Wisth et al
11-10-2020	A Self-supervised Learning System for Object Detection in Videos Using Random Walks on Graphs by Juntao Tan et al
11-10-2020	Pixel precise unsupervised detection of viral particle proliferation in cellular imaging data by Birgitta Dresp-Langley et al
11-13-2020	Metastatic Cancer Image Classification Based On Deep Learning Method by Guanwen Qiu et al
11-11-2020	Skeleton-based Relational Reasoning for Group Activity Analysis by Mauricio Perez et al
11-11-2020	Intentonomy: a Dataset and Study towards Human Intent Understanding by Menglin Jia et al
11-11-2020	Survey on 3D face reconstruction from uncalibrated images by Araceli Morales et al
11-10-2020	Optimized Loss Functions for Object detection and Application on Nighttime Vehicle Detection by Shang Jiang et al
11-10-2020	SelfDeco: Self-Supervised Monocular Depth Completion in Challenging Indoor Environments by Jaehoon Choi et al
11-13-2020	REPAC: Reliable estimation of phase-amplitude coupling in brain networks by Giulia Cisotto
11-10-2020	Temporal Stochastic Softmax for 3D CNNs: An Application in Facial Expression Recognition by Théo Ayral et al
11-13-2020	Using Graph Neural Networks to Reconstruct Ancient Documents by Cecilia Ostertag et al
11-11-2020	FAT: Training Neural Networks for Reliable Inference Under Hardware Faults by Ussama Zahid et al
11-12-2020	Filter Pre-Pruning for Improved Fine-tuning of Quantized Deep Neural Networks by Jun Nishikawa et al
11-10-2020	Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose Estimation by Angel Martínez-González et al
11-13-2020	LEAN: graph-based pruning for convolutional neural networks by extracting longest chains by Richard Schoonhoven et al
11-12-2020	Robust Policies via Mid-Level Visual Representations: An Experimental Study in Manipulation and Navigation by Bryan Chen et al
11-10-2020	Joint Super-Resolution and Rectification for Solar Cell Inspection by Mathis Hoffmann et al
11-10-2020	Classification of optics-free images with deep neural networks by Soren Nelson et al
11-13-2020	Transformer-Encoder Detector Module: Using Context to Improve Robustness to Adversarial Attacks on Object Detection by Faisal Alamri et al
11-10-2020	A Soft Computing Approach for Selecting and Combining Spectral Bands by Juan F. H. Albarracín et al
11-12-2020	Empirical Performance Analysis of Conventional Deep Learning Models for Recognition of Objects in 2-D Images by Sangeeta Satish Rao et al
11-10-2020	Glioma Classification Using Multimodal Radiology and Histology Data by Azam Hamidinekoo et al
11-10-2020	Self-Supervised Out-of-Distribution Detection in Brain CT Scans by Abinav Ravi Venkatakrishnan et al
11-10-2020	Multi-pooled Inception features for no-reference image quality assessment by Domonkos Varga
11-11-2020	Invariant Deep Compressible Covariance Pooling for Aerial Scene Categorization by Shidong Wang et al
11-12-2020	Local Anomaly Detection in Videos using Object-Centric Adversarial Learning by Pankaj Raj Roy et al
11-13-2020	FastTrack: an open-source software for tracking varying numbers of deformable objects by Benjamin Gallois et al
11-11-2020	Scribble-Supervised Semantic Segmentation by Random Walk on Neural Representation and Self-Supervision on Neural Eigenspace by Zhiyi Pan et al
11-10-2020	A Multi-Plant Disease Diagnosis Method using Convolutional Neural Network by Muhammad Mohsin Kabir et al
11-13-2020	Discriminative Feature Representation with Spatio-temporal Cues for Vehicle Re-identification by J. Tu et al
11-13-2020	Automatic segmentation with detection of local segmentation failures in cardiac MRI by Jörg Sander et al
11-11-2020	Finding Relevant Flood Images on Twitter using Content-based Filters by Björn Barz et al
11-10-2020	A Unified Framework for Compressive Video Recovery from Coded Exposure Techniques by Prasan Shedligeri et al
11-10-2020	Point Cloud Registration Based on Consistency Evaluation of Rigid Transformation in Parameter Space by Masaki Yoshii et al
11-10-2020	Dense U-net for super-resolution with shuffle pooling layer by Zhengyang Lu et al
11-13-2020	Adaptive Future Frame Prediction with Ensemble Network by Wonjik Kim et al
11-13-2020	Fast and Scalable Earth Texture Synthesis using Spatially Assembled Generative Adversarial Neural Networks by Sung Eun Kim et al
11-13-2020	Lightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature Learning by Xuehui Wang et al
11-10-2020	On-Device Language Identification of Text in Images using Diacritic Characters by Shubham Vatsal et al
11-11-2020	Invertible CNN-Based Super Resolution with Downsampling Awareness by Andrew Geiss et al
11-10-2020	Learning to Communicate and Correct Pose Errors by Nicholas Vadivelu et al
11-11-2020	GRCNN: Graph Recognition Convolutional Neural Network for Synthesizing Programs from Flow Charts by Lin Cheng et al
11-10-2020	An ensemble-based approach by fine-tuning the deep transfer learning models to classify pneumonia from chest X-ray images by Sagar Kora Venu
11-13-2020	LULC classification by semantic segmentation of satellite images using FastFCN by Md. Saif Hassan Onim et al
11-12-2020	Structured Attention Graphs for Understanding Deep Image Classifications by Vivswan Shitole et al
11-13-2020	NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations by Paula Harder et al
11-13-2020	A Study of Domain Generalization on Ultrasound-based Multi-Class Segmentation of Arteries, Veins, Ligaments, and Nerves Using Transfer Learning by Edward Chen et al
11-13-2020	Relative Drone -- Ground Vehicle Localization using LiDAR and Fisheye Cameras through Direct and Indirect Observations by Jan Hausberg et al
11-11-2020	Noise Conscious Training of Non Local Neural Network powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT Denoising by Sutanu Bera et al
11-10-2020	Selective Spatio-Temporal Aggregation Based Pose Refinement System: Towards Understanding Human Activities in Real-World Videos by Di Yang et al