2020.8.31 Vision papers

 

08-26-2020

Anime-to-Real Clothing: Cosplay Costume Generation via Image-to-Image Translation
by Koya Tango et al

08-26-2020

NAS-DIP: Learning Deep Image Prior with Neural Architecture Search
by Yun-Chun Chen et al

08-27-2020

One Shot 3D Photography
by Johannes Kopf et al

08-26-2020

SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation
by Jianan Zhen et al

08-26-2020

Traces of Class/Cross-Class Structure Pervade Deep Learning Spectra
by Vardan Papyan

08-26-2020

Visual Concept Reasoning Networks
by Taesup Kim et al

08-27-2020

CenterHMR: a Bottom-up Single-shot Method for Multi-person 3D Mesh Recovery from a Single Image
by Yu Sun et al

08-25-2020

HoloLens 2 Research Mode as a Tool for Computer Vision Research
by Dorin Ungureanu et al

08-27-2020

learn2learn: A Library for Meta-Learning Research
by Sébastien M. R. Arnold et al

08-27-2020

Edge and Identity Preserving Network for Face Super-Resolution
by Jonghyun Kim et al

08-27-2020

Propensity-to-Pay: Machine Learning for Estimating Prediction Uncertainty
by Md Abul Bashar et al

08-26-2020

Orientation-Disentangled Unsupervised Representation Learning for Computational Pathology
by Maxime W. Lafarge et al

08-27-2020

A survey on applications of augmented, mixed and virtual reality for nature and environment
by Jason Rambach et al

08-27-2020

Minimal Adversarial Examples for Deep Learning on 3D Point Clouds
by Jaeyeon Kim et al

08-27-2020

Attribute-guided image generation from layout
by Ke Ma et al

08-25-2020

AgingMapGAN (AMGAN): High-Resolution Controllable Face Aging with Spatially-Aware Conditional GANs
by Julien Despois et al

08-27-2020

Reducing Drift in Structure from Motion using Extended Features
by Aleksander Holynski et al

08-25-2020

New Directions in Distributed Deep Learning: Bringing the Network at Forefront of IoT Design
by Kartikeya Bhardwaj et al

08-26-2020

Pose-Guided High-Resolution Appearance Transfer via Progressive Training
by Ji Liu et al

08-26-2020

Domain-Adversarial Learning for Multi-Centre, Multi-Vendor, and Multi-Disease Cardiac MR Image Segmentation
by Cian M. Scannell et al

08-26-2020

Deep Learning for 2D grapevine bud detection
by Wenceslao Villegas Marset et al

08-26-2020

DeepSOCIAL: Social Distancing Monitoring and Infection Risk Assessment in COVID-19 Pandemic
by Mahdi Rezaei et al

08-27-2020

Domain Adaptation Through Task Distillation
by Brady Zhou et al

08-25-2020

Generating Handwriting via Decouple Style Descriptors
by Atsunobu Kotani et al

08-27-2020

Learning Condition Invariant Features for Retrieval-Based Localization from 1M Images
by Janine Thoma et al

08-25-2020

Analysis of deep machine learning algorithms in COVID-19 disease diagnosis
by Samir S. Yadav et al

08-25-2020

CDeC-Net: Composite Deformable Cascade Network for Table Detection in Document Images
by Madhav Agarwal et al

08-27-2020

Visual Question Answering on Image Sets
by Ankan Bansal et al

08-25-2020

How Do the Hearts of Deep Fakes Beat? Deep Fake Source Detection via Interpreting Residuals with Biological Signals
by Umur Aybars Ciftci et al

08-28-2020

Next-Best View Policy for 3D Reconstruction
by Daryl Peralta et al

08-27-2020

Fingerprint Feature Extraction by Combining Texture, Minutiae, and Frequency Spectrum Using Multi-Task CNN
by Ai Takahashi et al

08-26-2020

Deep learning-based computer vision to recognize and classify suturing gestures in robot-assisted surgery
by Francisco Luongo et al

08-26-2020

Multi-View Fusion of Sensor Data for Improved Perception and Prediction in Autonomous Driving
by Sudeep Fadadu et al

08-26-2020

Appropriateness of Performance Indices for Imbalanced Data Classification: An Analysis
by Sankha Subhra Mullick et al

08-27-2020

Meta-Learning with Shared Amortized Variational Inference
by Ekaterina Iakovleva et al

08-26-2020

Expressive Telepresence via Modular Codec Avatars
by Hang Chu et al

08-27-2020

Multi-task deep CNN model for no-reference image quality assessment on smartphone camera photos
by Chen-Hsiu Huang et al

08-26-2020

A Self-Reasoning Framework for Anomaly Detection Using Video-Level Labels
by Muhammad Zaigham Zaheer et al

08-25-2020

Properties Of Winning Tickets On Skin Lesion Classification
by Sherin Muckatira

08-25-2020

Two-Stream Networks for Lane-Change Prediction of Surrounding Vehicles
by David Fernández-Llorca et al

08-27-2020

Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events
by Guang Yu et al

08-27-2020

Mixed Noise Removal with Pareto Prior
by Zhou Liu et al

08-27-2020

Random Style Transfer based Domain Generalization Networks Integrating Shape and Spatial Information
by Lei Li et al

08-26-2020

Measurement-driven Security Analysis of Imperceptible Impersonation Attacks
by Shasha Li et al

08-27-2020

MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down Distillation
by Benlin Liu et al

08-27-2020

DMD: A Large-Scale Multi-Modal Driver Monitoring Dataset for Attention and Alertness Analysis
by Juan Diego Ortega et al

08-26-2020

Adversarial Dual Distinct Classifiers for Unsupervised Domain Adaptation
by Taotao Jing et al

08-26-2020

Large Scale Photometric Bundle Adjustment
by Oliver J. Woodford et al

08-27-2020

DeepFake Detection Based on the Discrepancy Between the Face and its Context
by Yuval Nirkin et al

08-26-2020

Crossing-Domain Generative Adversarial Networks for Unsupervised Multi-Domain Image-to-Image Translation
by Xuewen Yang et al

08-26-2020

Webly Supervised Image Classification with Self-Contained Confidence
by Jingkang Yang et al

08-27-2020

How semantic and geometric information mutually reinforce each other in ToF object localization
by Antoine Vanderschueren et al

08-27-2020

Compensation Tracker: Data Association Method for Lost Object
by Zhibo Zou et al

08-27-2020

Moderately supervised learning: definition and framework
by Yongquan Yang et al

08-25-2020

Active Class Incremental Learning for Imbalanced Datasets
by Eden Belouadah et al

08-27-2020

A Flexible Selection Scheme for Minimum-Effort Transfer Learning
by Amelie Royer et al

08-26-2020

Learning Global Structure Consistency for Robust Object Tracking
by Bi Li et al

08-25-2020

Towards End-to-end Car License Plate Location and Recognition in Unconstrained Scenarios
by Shuxin Qin et al

08-27-2020

Instance Adaptive Self-Training for Unsupervised Domain Adaptation
by Ke Mei et al

08-25-2020

GAN Slimming: All-in-One GAN Compression by A Unified Optimization Framework
by Haotao Wang et al

08-28-2020

Soft Tissue Sarcoma Co-Segmentation in Combined MRI and PET/CT Data
by Theresa Neubauer et al

08-26-2020

Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks
by Mohammad Zaki Zadeh et al

08-26-2020

Adaptively-Accumulated Knowledge Transfer for Partial Domain Adaptation
by Taotao Jing et al

08-27-2020

Surgical Skill Assessment on In-Vivo Clinical Data via the Clearness of Operating Field
by Daochang Liu et al

08-26-2020

Selective Particle Attention: Visual Feature-Based Attention in Deep Reinforcement Learning
by Sam Blakeman et al

08-27-2020

Unsupervised Surgical Instrument Segmentation via Anchor Generation and Semantic Diffusion
by Daochang Liu et al

08-25-2020

Discriminative Cross-Domain Feature Learning for Partial Domain Adaptation
by Taotao Jing et al

08-26-2020

Siamese Network for RGB-D Salient Object Detection and Beyond
by Keren Fu et al

08-27-2020

Inner Eye Canthus Localization for Human Body Temperature Screening
by Claudio Ferrari et al

08-26-2020

Multi-Dimension Fusion Network for Light Field Spatial Super-Resolution using Dynamic Filters
by Qingyan Sun et al

08-25-2020

Discriminability Distillation in Group Representation Learning
by Manyuan Zhang et al

08-28-2020

AllenAct: A Framework for Embodied AI Research
by Luca Weihs et al

08-25-2020

Adaptive Context-Aware Multi-Modal Network for Depth Completion
by Shanshan Zhao et al

08-25-2020

A Critical Analysis of Patch Similarity Based Image Denoising Algorithms
by Varuna De Silva

08-25-2020

Spatiotemporal Action Recognition in Restaurant Videos
by Akshat Gupta et al

08-28-2020

Person-in-Context Synthesiswith Compositional Structural Space
by Weidong Yin et al

08-26-2020

On the Composition and Limitations of Publicly Available COVID-19 X-Ray Imaging Datasets
by Beatriz Garcia Santa Cruz et al

08-28-2020

Few-Shot Object Detection via Knowledge Transfer
by Geonuk Kim et al

08-25-2020

Graphical Object Detection in Document Images
by Ranajit Saha et al

08-25-2020

Learning to Learn in a Semi-Supervised Fashion
by Yun-Chun Chen et al

08-26-2020

Fusion of Global-Local Features for Image Quality Inspection of Shipping Label
by Sungho Suh et al

08-26-2020

Delving into Inter-Image Invariance for Unsupervised Visual Representations
by Jiahao Xie et al

08-26-2020

Semantic Graph Based Place Recognition for 3D Point Clouds
by Xin Kong et al

08-25-2020

Efficient Blind-Spot Neural Network Architecture for Image Denoising
by David Honzátko et al

08-25-2020

Synthetic Sample Selection via Reinforcement Learning
by Jiarong Ye et al

08-25-2020

Are Deep Neural Networks Robust?
by Peter Meer

08-26-2020

Vehicle Trajectory Prediction in Crowded Highway Scenarios Using Bird Eye View Representations and CNNs
by R. Izquierdo et al

08-25-2020

Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy
by Wenchong He et al

08-25-2020

Deep Active Learning in Remote Sensing for data efficient Change Detection
by Vít Růžička et al

08-27-2020

Adversarially Robust Learning via Entropic Regularization
by Gauri Jagatap et al

08-25-2020

Likelihood Landscapes: A Unifying Principle Behind Many Adversarial Defenses
by Fu Lin et al

08-26-2020

Orientation-aware Vehicle Re-identification with Semantics-guided Part Attention Network
by Tsai-Shien Chen et al

08-26-2020

Point Adversarial Self Mining: A Simple Method for Facial Expression Recognition in the Wild
by Ping Liu et al

08-28-2020

A Realistic Fish-Habitat Dataset to Evaluate Algorithms for Underwater Visual Analysis
by Alzayat Saleh et al

08-26-2020

DRR4Covid: Learning Automated COVID-19 Infection Segmentation from Digitally Reconstructed Radiographs
by Pengyi Zhang et al

08-25-2020

Improving Deep Stereo Network Generalization with Geometric Priors
by Jialiang Wang et al

08-28-2020

Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows
by Marco Rudolph et al

08-26-2020

Estimating Example Difficulty using Variance of Gradients
by Chirag Agarwal et al

08-28-2020

Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers
by J. Senapati et al

08-25-2020

Keypoint-Aligned Embeddings for Image Retrieval and Re-identification
by Olga Moskvyak et al

08-25-2020

FastSal: a Computationally Efficient Network for Visual Saliency Prediction
by Feiyan Hu et al

08-25-2020

SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection
by Rui Fan et al

08-25-2020

Confidence-aware Adversarial Learning for Self-supervised Semantic Matching
by Shuaiyi Huang et al

08-25-2020

MonStereo: When Monocular and Stereo Meet at the Tail of 3D Human Localization
by Lorenzo Bertoni et al

08-27-2020

Modality Attention and Sampling Enables Deep Learning with Heterogeneous Marker Combinations in Fluorescence Microscopy
by Alvaro Gomariz et al

08-27-2020

Unsupervised MRI Super-Resolution using Deep External Learning and Guided Residual Dense Network with Multimodal Image Priors
by Yutaro Iwamoto et al

08-26-2020

Each Part Matters: Local Patterns Facilitate Cross-view Geo-localization
by Tingyu Wang et al

08-25-2020

3D Semantic Segmentation of Brain Tumor for Overall Survival Prediction
by Rupal Agravat et al

08-25-2020

Think about boundary: Fusing multi-level boundary information for landmark heatmap regression
by Jinheng Xie et al

08-28-2020

Human Blastocyst Classification after In Vitro Fertilization Using Deep Learning
by Ali Akbar Septiandri et al

08-26-2020

HipaccVX: Wedding of OpenVX and DSL-based Code Generation
by M. Akif Özkan et al

08-25-2020

Mask-guided sample selection for Semi-Supervised Instance Segmentation
by Miriam Bellver et al

08-26-2020

Applying Surface Normal Information in Drivable Area and Road Anomaly Detection for Ground Mobile Robots
by Hengli Wang et al

08-25-2020

Protect, Show, Attend and Tell: Image Captioning Model with Ownership Protection
by Jian Han Lim et al

08-26-2020

DRG: Dual Relation Graph for Human-Object Interaction Detection
by Chen Gao et al

08-25-2020

Multi-Face: Self-supervised Multiview Adaptation for Robust Face Clustering in Videos
by Krishna Somandepalli et al

08-25-2020

Label Decoupling Framework for Salient Object Detection
by Jun Wei et al

08-25-2020

Transductive Information Maximization For Few-Shot Learning
by Malik Boudiaf et al

08-25-2020

On estimating gaze by self-attention augmented convolutions
by Gabriel Lefundes et al

08-26-2020

Determinantal Point Process as an alternative to NMS
by Samik Some et al

08-26-2020

An End-to-End Attack on Text-based CAPTCHAs Based on Cycle-Consistent Generative Adversarial Network
by Chunhui Li et al

08-26-2020

Attr2Style: A Transfer Learning Approach for Inferring Fashion Styles via Apparel Attributes
by Rajdeep Hazra Banerjee et al

08-25-2020

In-Home Daily-Life Captioning Using Radio Signals
by Lijie Fan et al

08-25-2020

Masked Face Recognition for Secure Authentication
by Aqeel Anwar et al

08-25-2020

Measure Anatomical Thickness from Cardiac MRI with Deep Neural Networks
by Qiaoying Huang et al

08-27-2020

Regularized Densely-connected Pyramid Network for Salient Instance Segmentation
by Yu-Huan Wu et al

08-26-2020

Gesture Recognition from Skeleton Data for Intuitive Human-Machine Interaction
by André Brás et al

08-25-2020

Temporal Action Localization with Variance-Aware Networks
by Ting-Ting Xie et al

08-26-2020

Effective Action Recognition with Embedded Key Point Shifts
by Haozhi Cao et al

08-28-2020

A Dataset and Baselines for Visual Question Answering on Art
by Noa Garcia et al

08-26-2020

Making a Case for 3D Convolutions for Object Segmentation in Videos
by Sabarinath Mahadevan et al

08-26-2020

Cross-regional oil palm tree counting and detection via multi-level attention domain adaptation network
by Juepeng Zheng et al

08-25-2020

Detection of Retinal Blood Vessels by using Gabor filter with Entropic threshold
by Mohamed. I. Waly et al

08-26-2020

Better Than Reference In Low Light Image Enhancement: Conditional Re-Enhancement Networks
by Yu Zhang et al

08-25-2020

Bias-Awareness for Zero-Shot Learning the Seen and Unseen
by William Thong et al

08-26-2020

5G Utility Pole Planner Using Google Street View and Mask R-CNN
by Yanyu Zhang et al

08-25-2020

Detection of Genuine and Posed Facial Expressions of Emotion: A Review
by Shan Jia et al

08-26-2020

RNN-based Pedestrian Crossing Prediction using Activity and Pose-related Features
by Javier Lorenzo et al

08-26-2020

Performance Optimization for Federated Person Re-identification via Benchmark Analysis
by Weiming Zhuang et al

08-28-2020

The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image Classification
by Amirreza Mahbod et al

08-25-2020

GRAB: A Dataset of Whole-Body Human Grasping of Objects
by Omid Taheri et al

08-28-2020

DALE : Dark Region-Aware Low-light Image Enhancement
by Dokyeong Kwon et al

08-25-2020

Using the discrete radon transformation for grayscale image moments
by William Diggin et al

08-25-2020

End-to-End 3D Multi-Object Tracking and Trajectory Forecasting
by Xinshuo Weng et al

08-26-2020

Cross-Spectral Periocular Recognition with Conditional Adversarial Networks
by Kevin Hernandez-Diaz et al

08-27-2020

Improving the Segmentation of Scanning Probe Microscope Images using Convolutional Neural Networks
by Steff Farley et al

08-26-2020

Buy Me That Look: An Approach for Recommending Similar Fashion Products
by Abhinav Ravi et al

08-27-2020

All About Knowledge Graphs for Actions
by Pallabi Ghosh et al

08-25-2020

Weakly Supervised Learning with Side Information for Noisy Labeled Images
by Lele Cheng et al

08-26-2020

Disentangled Representations for Domain-generalized Cardiac Segmentation
by Xiao Liu et al

08-25-2020

Boundary Uncertainty in a Single-Stage Temporal Action Localization Network
by Ting-Ting Xie et al

08-27-2020

Pixel-Face: A Large-Scale, High-Resolution Benchmark for 3D Face Reconstruction
by Zhang Yunxuan et al

08-27-2020

Counting from Sky: A Large-scale Dataset for Remote Sensing Object Counting and A Benchmark Method
by Guangshuai Gao et al

08-27-2020

A Federated Approach for Fine-Grained Classification of Fashion Apparel
by Tejaswini Mallavarapu et al

08-27-2020

Adaptive WGAN with loss change rate balancing
by Xu Ouyang et al

08-26-2020

Lymph Node Gross Tumor Volume Detection and Segmentation via Distance-based Gating using 3D CT/PET Imaging in Radiotherapy
by Zhuotun Zhu et al

08-28-2020

Nonlocal Adaptive Direction-Guided Structure Tensor Total Variation For Image Recovery
by Ezgi Demircan-Tureyen et al

08-26-2020

Tabular Structure Detection from Document Images for Resource Constrained Devices Using A Row Based Similarity Measure
by Soumyadeep Dey et al

08-28-2020

CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging
by Dimitris Perdios et al

08-27-2020

Metrics for Exposing the Biases of Content-Style Disentanglement
by Xiao Liu et al

08-27-2020

Color and Edge-Aware Adversarial Image Perturbations
by Robert Bassett et al

08-27-2020

Fast Single-shot Ship Instance Segmentation Based on Polar Template Mask in Remote Sensing Images
by Zhenhang Huang et al

08-26-2020

Simulation-supervised deep learning for analysing organelles states and behaviour in living cells
by Arif Ahmed Sekh et al

08-28-2020

Distortion-Adaptive Grape Bunch Counting for Omnidirectional Images
by Ryota Akai et al

08-27-2020

W-Net: Dense Semantic Segmentation of Subcutaneous Tissue in Ultrasound Images by Expanding U-Net to Incorporate Ultrasound RF Waveform Data
by Gautam Rajendrakumar Gare et al

08-28-2020

On the Reliability of the PNU for Source Camera Identification Tasks
by Andrea Bruno et al

08-28-2020

PV-RCNN: The Top-Performing LiDAR-only Solutions for 3D Detection / 3D Tracking / Domain Adaptation of Waymo Open Dataset Challenges
by Shaoshuai Shi et al

08-26-2020

DeepPrognosis: Preoperative Prediction of Pancreatic Cancer Survival and Surgical Margin via Contrast-Enhanced CT Imaging
by Jiawen Yao et al

08-27-2020

Deep Spatial Transformation for Pose-Guided Person Image Generation and Animation
by Yurui Ren et al

08-27-2020

Adversarial Training for Multi-Channel Sign Language Production
by Ben Saunders et al

08-27-2020

Learning Representations of Endoscopic Videos to Detect Tool Presence Without Supervision
by David Z. Li et al

08-27-2020

A Scene-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video
by Mariana-Iuliana Georgescu et al

08-27-2020

Analyzing Worldwide Social Distancing through Large-Scale Computer Vision
by Isha Ghodgaonkar et al

08-28-2020

Canonical 3D Deformer Maps: Unifying parametric and non-parametric methods for dense weakly-supervised category reconstruction
by David Novotny et al

08-26-2020

A Prospective Study on Sequence-Driven Temporal Sampling and Ego-Motion Compensation for Action Recognition in the EPIC-Kitchens Dataset
by Alejandro López-Cifuentes et al

08-25-2020

A Hidden Markov Tree Model for Flood Extent Mapping in Heavily Vegetated Areas based on High Resolution Aerial Imagery and DEM: A Case Study on Hurricane Matthew Floods
by Zhe Jiang et al

 
Craig Smith