2020.8.24 Vision papers

 

08-18-2020

Motion Capture from Internet Videos
by Junting Dong et al

08-20-2020

Meta-Sim2: Unsupervised Learning of Scene Structure for Synthetic Data Generation
by Jeevan Devaranjan et al

08-19-2020

FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration
by Yu Rong et al

08-19-2020

Hidden Footprints: Learning Contextual Walkability from 3D Human Trails
by Jin Sun et al

08-18-2020

Prevalence of Neural Collapse during the terminal phase of deep learning training
by Vardan Papyan et al

08-18-2020

Mesh Guided One-shot Face Reenactment using Graph Convolutional Networks
by Guangming Yao et al

08-20-2020

DronePose: Photorealistic UAV-Assistant Dataset Synthesis for 3D Pose Estimation via a Smooth Silhouette Loss
by Georgios Albanis et al

08-20-2020

Facial movement synergies and Action Unit detection from distal wearable Electromyography and Computer Vision
by Monica Perusquia-Hernandez et al

08-19-2020

Attribute Prototype Network for Zero-Shot Learning
by Wenjia Xu et al

08-18-2020

Learning to Generate Diverse Dance Motions with Transformer
by Jiaman Li et al

08-20-2020

Generative View Synthesis: From Single-view Semantics to Novel-view Images
by Tewodros Habtegebrial et al

08-19-2020

Inner Cell Mass and Trophectoderm Segmentation in Human Blastocyst Images using Deep Neural Network
by Md Yousuf Harun et al

08-20-2020

Investigating the Effect of Intraclass Variability in Temporal Ensembling
by Siddharth Vohra et al

08-20-2020

Uncertainty Estimation in Medical Image Denoising with Bayesian Deep Image Prior
by Max-Heinrich Laves et al

08-20-2020

PhysCap: Physically Plausible Monocular 3D Motion Capture in Real Time
by Soshi Shimada et al

08-20-2020

Monocular Expressive Body Regression through Body-Driven Attention
by Vasileios Choutas et al

08-20-2020

Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking
by ShiJie Sun et al

08-20-2020

Object Properties Inferring from and Transfer for Human Interaction Motions
by Qian Zheng et al

08-20-2020

Unsupervised Learning Facial Parameter Regressor for Action Unit Intensity Estimation via Differentiable Renderer
by Xinhui Song et al

08-18-2020

ReLMoGen: Leveraging Motion Generation in Reinforcement Learning for Mobile Manipulation
by Fei Xia et al

08-20-2020

Line detection via a lightweight CNN with a Hough Layer
by Lev Teplyakov et al

08-20-2020

Does MAML really want feature reuse only?
by Jaehoon Oh et al

08-20-2020

Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose
by Hongsuk Choi et al

08-20-2020

DeepGMR: Learning Latent Gaussian Mixture Models for Registration
by Wentao Yuan et al

08-20-2020

Deep learning-based transformation of the H&E stain into special stains improves kidney disease diagnosis
by Kevin de Haan et al

08-19-2020

On Qualitative Shape Inferences: a journey from geometry to topology
by Steven W Zucker

08-20-2020

ββ-Variational Classifiers Under Attack
by Marco Maggipinto et al

08-19-2020

Anchor-free Small-scale Multispectral Pedestrian Detection
by Alexander Wolpert et al

08-20-2020

Yet Another Intermediate-Level Attack
by Qizhang Li et al

08-19-2020

Regularization And Normalization For Generative Adversarial Networks: A Review
by Ziqiang Li et al

08-20-2020

Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations
by Prarthana Bhattacharyya et al

08-19-2020

Image Segmentation of Zona-Ablated Human Blastocysts
by Md Yousuf Harun et al

08-20-2020

Utilizing Explainable AI for Quantization and Pruning of Deep Neural Networks
by Muhammad Sabih et al

08-18-2020

EASTER: Efficient and Scalable Text Recognizer
by Kartik Chaudhary et al

08-20-2020

Learning Affordance Landscapes forInteraction Exploration in 3D Environments
by Tushar Nagarajan et al

08-19-2020

iCaps: An Interpretable Classifier via Disentangled Capsule Networks
by Dahuin Jung et al

08-18-2020

Discovering Multi-Hardware Mobile Models via Architecture Search
by Grace Chu et al

08-20-2020

Grasping Detection Network with Uncertainty Estimation for Confidence-Driven Semi-Supervised Domain Adaptation
by Haiyue Zhu et al

08-18-2020

DeepLiDARFlow: A Deep Learning Architecture For Scene Flow Estimation Using Monocular Camera and Sparse LiDAR
by Rishav et al

08-20-2020

Co-Saliency Detection with Co-Attention Fully Convolutional Network
by Guangshuai Gao et al

08-18-2020

MaskedFace-Net -- A Dataset of Correctly/Incorrectly Masked Face Images in the Context of COVID-19
by Adnane Cabani et al

08-19-2020

Deep Volumetric Ambient Occlusion
by Dominik Engel et al

08-20-2020

Weakly-supervised 3D Shape Completion in the Wild
by Jiayuan Gu et al

08-18-2020

Open Source Iris Recognition Hardware and Software with Presentation Attack Detection
by Zhaoyuan Fang et al

08-20-2020

Single Image Super-Resolution via a Holistic Attention Network
by Ben Niu et al

08-19-2020

Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis
by Jianbo Jiao et al

08-20-2020

Document Visual Question Answering Challenge 2020
by Minesh Mathew et al

08-20-2020

Detecting natural disasters, damage, and incidents in the wild
by Ethan Weber et al

08-20-2020

Accuracy and Performance Comparison of Video Action Recognition Approaches
by Matthew Hutchinson et al

08-19-2020

TNT: Target-driveN Trajectory Prediction
by Hang Zhao et al

08-20-2020

Localizing Anomalies from Weakly-Labeled Videos
by Hui Lv et al

08-19-2020

Text-based Localization of Moments in a Video Corpus
by Sudipta Paul et al

08-21-2020

A Survey on Assessing the Generalization Envelope of Deep Neural Networks at Inference Time for Image Classification
by Julia Lust et al

08-18-2020

Pix2Surf: Learning Parametric 3D Surface Models of Objects from Images
by Jiahui Lei et al

08-18-2020

Uncertainty-aware Self-supervised 3D Data Association
by Jianren Wang et al

08-18-2020

Accelerated Zeroth-Order Momentum Methods from Mini to Minimax Optimization
by Feihu Huang et al

08-19-2020

Unsupervised Cross-domain Image Classification by Distance Metric Guided Feature Alignment
by Qingjie Meng et al

08-19-2020

Addressing Neural Network Robustness with Mixup and Targeted Labeling Adversarial Training
by Alfred Laugros et al

08-18-2020

Robust Handwriting Recognition with Limited and Noisy Data
by Hai Pham et al

08-18-2020

Stereo Plane SLAM Based on Intersecting Lines
by Xiaoyu Zhang et al

08-19-2020

Generating Adjacency Matrix for Video-Query based Video Moment Retrieval
by Yuan Zhou et al

08-18-2020

TIDE: A General Toolbox for Identifying Object Detection Errors
by Daniel Bolya et al

08-18-2020

Direct Adversarial Training for GANs
by Ziqiang Li

08-19-2020

Correcting Data Imbalance for Semi-Supervised Covid-19 Detection Using X-ray Chest Images
by Saul Calderon-Ramirez et al

08-18-2020

Reinforcement Learning for Improving Object Detection
by Siddharth Nayak et al

08-19-2020

RFNet: Riemannian Fusion Network for EEG-based Brain-Computer Interfaces
by Guangyi Zhang et al

08-20-2020

ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based Data
by Jiaming Zhang et al

08-18-2020

Learning Tuple Compatibility for Conditional OutfitRecommendation
by Xuewen Yang et al

08-19-2020

A Color Elastica Model for Vector-Valued Image Regularization
by Hao Liu et al

08-19-2020

Improving Text to Image Generation using Mode-seeking Function
by Naitik Bhise et al

08-18-2020

Visibility-aware Multi-view Stereo Network
by Jingyang Zhang et al

08-20-2020

Not My Deepfake: Towards Plausible Deniability for Machine-Generated Media
by Baiwu Zhang et al

08-18-2020

Weakly Supervised Learning with Region and Box-level Annotations for Salient Instance Segmentation
by Jialun Pei et al

08-19-2020

Deep Relighting Networks for Image Light Source Manipulation
by Li-Wen Wang et al

08-18-2020

AssembleNet++: Assembling Modality Representations via Attention Connections
by Michael S. Ryoo et al

08-19-2020

Physically-Constrained Transfer Learning through Shared Abundance Space for Hyperspectral Image Classification
by Ying Qu et al

08-19-2020

Towards Class-incremental Object Detection with Nearest Mean of Exemplars
by Sheng Ren et al

08-18-2020

Category Level Object Pose Estimation via Neural Analysis-by-Synthesis
by Xu Chen et al

08-20-2020

Graph Neural Networks for 3D Multi-Object Tracking
by Xinshuo Weng et al

08-19-2020

Human Body Model Fitting by Learned Gradient Descent
by Jie Song et al

08-19-2020

Spatio-temporal relationships between rainfall and convective clouds during Indian Monsoon through a discrete lens
by Arjun Sharma et al

08-18-2020

Enhanced MRI Reconstruction Network using Neural Architecture Search
by Qiaoying Huang et al

08-19-2020

Learning Connectivity of Neural Networks from a Topological Perspective
by Kun Yuan et al

08-19-2020

Channel-wise Hessian Aware trace-Weighted Quantization of Neural Networks
by Xu Qian et al

08-18-2020

Gradients as a Measure of Uncertainty in Neural Networks
by Jinsol Lee et al

08-19-2020

Name that manufacturer. Relating image acquisition bias with task complexity when training deep learning models: experiments on head CT
by Giorgio Pietro Biondetti et al

08-20-2020

PyTorch Metric Learning
by Kevin Musgrave et al

08-19-2020

Virtual Adversarial Training in Feature Space to Improve Unsupervised Video Domain Adaptation
by Artjoms Gorpincenko et al

08-18-2020

ConvGRU in Fine-grained Pitching Action Recognition for Action Outcome Prediction
by Tianqi Ma et al

08-20-2020

Causal Future Prediction in a Minkowski Space-Time
by Athanasios Vlontzos et al

08-20-2020

VisualSem: a high-quality knowledge graph for vision and language
by Houda Alberts et al

08-19-2020

SegCodeNet: Color-Coded Segmentation Masks for Activity Detection from Wearable Cameras
by Asif Shahriyar Sushmit et al

08-18-2020

Offloading Optimization in Edge Computing for Deep Learning Enabled Target Tracking by Internet-of-UAVs
by Bo Yang et al

08-21-2020

Domain Adaptation of Learned Features for Visual Localization
by Sungyong Baik et al

08-18-2020

Feature Products Yield Efficient Networks
by Philipp Grüning et al

08-18-2020

Image Pre-processing on NumtaDB for Bengali Handwritten Digit Recognition
by Ovi Paul

08-20-2020

Conditional Entropy Coding for Efficient Video Compression
by Jerry Liu et al

08-19-2020

DONet: Dual Objective Networks for Skin Lesion Segmentation
by Yaxiong Wang et al

08-18-2020

Knowledge Transfer via Dense Cross-Layer Mutual-Distillation
by Anbang Yao et al

08-18-2020

Face Anti-Spoofing Via Disentangled Representation Learning
by Ke-Yue Zhang et al

08-20-2020

Automating the assessment of biofouling in images using expert agreement as a gold standard
by Nathaniel J. Bloomfield et al

08-19-2020

Black Re-ID: A Head-shoulder Descriptor for the Challenging Problem of Person Re-Identification
by Boqiang Xu et al

08-18-2020

Fully automated deep learning based segmentation of normal, infarcted and edema regions from multiple cardiac MRI sequences
by Xiaoran Zhang et al

08-19-2020

CCA: Exploring the Possibility of Contextual Camouflage Attack on Object Detection
by Shengnan Hu et al

08-20-2020

ImagiFilter: A resource to enable the semi-automatic mining of images at scale
by Houda Alberts et al

08-18-2020

Tackling the Unannotated: Scene Graph Generation with Bias-Reduced Models
by Tzu-Jui Julius Wang et al

08-19-2020

Slide-free MUSE Microscopy to H&E Histology Modality Conversion via Unpaired Image-to-Image Translation GAN Models
by Tanishq Abraham et al

08-21-2020

TAnoGAN: Time Series Anomaly Detection with Generative Adversarial Networks
by Md Abul Bashar et al

08-19-2020

Query Twice: Dual Mixture Attention Meta Learning for Video Summarization
by Junyan Wang et al

08-19-2020

Improving Blind Spot Denoising for Microscopy
by Anna S. Goncharova et al

08-19-2020

Regularized Two-Branch Proposal Networks for Weakly-Supervised Moment Retrieval in Videos
by Zhu Zhang et al

08-18-2020

DeepHandMesh: A Weakly-supervised Deep Encoder-Decoder Framework for High-fidelity Hand Mesh Modeling
by Gyeongsik Moon et al

08-19-2020

Towards Lightweight Lane Detection by Optimizing Spatial Embedding
by Seokwoo Jung et al

08-21-2020

Learning Camera-Aware Noise Models
by Ke-Chi Chang et al

08-18-2020

Depth Completion with RGB Prior
by Yuri Feldman et al

08-19-2020

Cross-Domain Identification for Thermal-to-Visible Face Recognition
by Cedric Nimpa Fondje et al

08-21-2020

Action-Based Representation Learning for Autonomous Driving
by Yi Xiao et al

08-21-2020

Method to Classify Skin Lesions using Dermoscopic images
by Hemanth Nadipineni

08-19-2020

MineNav: An Expandable Synthetic Dataset Based on Minecraft for Aircraft Visual Navigation
by Dali Wang

08-19-2020

STAR: Sparse Trained Articulated Human Body Regressor
by Ahmed A. A. Osman et al

08-19-2020

No-reference Quality Assessment with Unsupervised Domain Adaptation
by Baoliang Chen et al

08-19-2020

Robust RGB-based 6-DoF Pose Estimation without Real Pose Annotations
by Zhigang Li et al

08-19-2020

CosyPose: Consistent multi-view multi-object 6D pose estimation
by Yann Labbé et al

08-18-2020

Communicative Reinforcement Learning Agents for Landmark Detection in Brain Images
by Guy Leroy et al

08-18-2020

LIRA: Lifelong Image Restoration from Unknown Blended Distortions
by Jianzhao Liu et al

08-19-2020

Graudally Applying Weakly Supervised and Active Learning for Mass Detection in Breast Ultrasound Images
by JooYeol Yun et al

08-19-2020

Scene Text Detection with Selected Anchor
by Anna Zhu et al

08-19-2020

Blur-Attention: A boosting mechanism for non-uniform blurred image restoration
by Xiaoguang Li et al

08-18-2020

Multilanguage Number Plate Detection using Convolutional Neural Networks
by Jatin Gupta et al

08-18-2020

Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography
by Guillaume Gisbert et al

08-18-2020

UDC 2020 Challenge on Image Restoration of Under-Display Camera: Methods and Results
by Yuqian Zhou et al

08-19-2020

Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector
by Cheng-Chun Hsu et al

08-18-2020

Mastering Large Scale Multi-label Image Recognition with high efficiency overCamera trap images
by Miroslav Valan et al

08-18-2020

Comparison of Convolutional neural network training parameters for detecting Alzheimers disease and effect on visualization
by Arjun Haridas Pallath et al

08-18-2020

Anomaly Detection with Convolutional Autoencoders for Fingerprint Presentation Attack Detection
by Jascha Kolberg et al

08-20-2020

Learning to Abstract and Predict Human Actions
by Romero Morais et al

08-18-2020

Retargetable AR: Context-aware Augmented Reality in Indoor Scenes based on 3D Scene Graph
by Tomu Tahara et al

08-18-2020

PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data
by Meng Ye et al

08-19-2020

CFAD: Coarse-to-Fine Action Detector for Spatiotemporal Action Localization
by Yuxi Li et al

08-21-2020

Deterministic PointNetLK for Generalized Registration
by Xueqian Li et al

08-21-2020

InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image
by Gyeongsik Moon et al

08-21-2020

Robustness and Overfitting Behavior of Implicit Background Models
by Shirley Liu et al

08-18-2020

How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language
by Amanda Duarte et al

08-21-2020

Automatic sleep stage classification with deep residual networks in a mixed-cohort setting
by Alexander Neergaard Olesen et al

08-19-2020

iPhantom: a framework for automated creation of individualized computational phantoms and its application to CT organ dosimetry
by Wanyi Fu et al

08-18-2020

Person image generation with semantic attention network for person re-identification
by Meichen Liu et al

08-19-2020

Learning Trailer Moments in Full-Length Movies
by Lezi Wang et al

08-21-2020

An Improved Person Re-identification Method by light-weight convolutional neural network
by Sajad Amouei Sheshkal et al

08-21-2020

Exploiting Scene-specific Features for Object Goal Navigation
by Tommaso Campari et al

08-21-2020

Single-Image Depth Prediction Makes Feature Matching Easier
by Carl Toft et al

08-18-2020

Linguistically-aware Attention for Reducing the Semantic-Gap in Vision-Language Tasks
by Gouthaman KV et al

08-19-2020

Instance-Aware Graph Convolutional Network for Multi-Label Classification
by Yun Wang et al

08-21-2020

Learning Domain-invariant Graph for Adaptive Semi-supervised Domain Adaptation with Few Labeled Source Samples
by Jinfeng Li et al

08-21-2020

CDE-GAN: Cooperative Dual Evolution Based Generative Adversarial Network
by Shiming Chen et al

08-20-2020

Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid
by Jun Gao et al

08-18-2020

Describing Unseen Videos via Multi-ModalCooperative Dialog Agents
by Ye Zhu et al

08-18-2020

Grading Loss: A Fracture Grade-based Metric Loss for Vertebral Fracture Detection
by Malek Husseini et al

08-21-2020

DOPE: Distillation Of Part Experts for whole-body 3D pose estimation in the wild
by Philippe Weinzaepfel et al

08-21-2020

A persistent homology-based topological loss function for multi-class CNN segmentation of cardiac MRI
by Nick Byrne et al

08-21-2020

Kronecker CP Decomposition with Fast Multiplication for Compressing RNNs
by Dingheng Wang et al

08-21-2020

SSGP: Sparse Spatial Guided Propagation for Robust and Generic Interpolation
by René Schuster et al

08-20-2020

Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded Platform
by Shijie Li et al

08-20-2020

Image Stitching and Rectification for Hand-Held Cameras
by Bingbing Zhuang et al

08-20-2020

AWNet: Attentive Wavelet Network for Image ISP
by Linhui Dai et al

08-21-2020

DTDN: Dual-task De-raining Network
by Zheng Wang et al

08-20-2020

Spatial--spectral FFPNet: Attention-Based Pyramid Network for Segmentation and Classification of Remote Sensing Images
by Qingsong Xu et al

08-18-2020

Dataset Bias in Few-shot Image Recognition
by Shuqiang Jiang et al

08-21-2020

Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification
by Haocong Rao et al

08-18-2020

Self-supervised Sparse to Dense Motion Segmentation
by Amirhossein Kardoost et al

08-21-2020

Graph Neural Networks for UnsupervisedDomain Adaptation of Histopathological ImageAnalytics
by Dou Xu et al

08-21-2020

Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition
by Zitong Yu et al

08-21-2020

Line-Circle-Square (LCS): A Multilayered Geometric Filter for Edge-Based Detection
by Seyed Amir Tafrishi et al

08-21-2020

Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images -- the ACDC@LungHP Challenge 2019
by Zhang Li et al

08-18-2020

AB3DMOT: A Baseline for 3D Multi-Object Tracking and New Evaluation Metrics
by Xinshuo Weng et al

08-18-2020

Hierarchical HMM for Eye Movement Classification
by Ye Zhu et al

08-20-2020

Occupancy Anticipation for Efficient Exploration and Navigation
by Santhosh K. Ramakrishnan et al

08-21-2020

ATG-PVD: Ticketing Parking Violations on A Drone
by Hengli Wang et al

08-21-2020

Align Deep Features for Oriented Object Detection
by Jiaming Han et al

08-21-2020

Deep Phase Correlation for End-to-End Heterogeneous Sensor Measurements Matching
by Zexi Chen et al

08-19-2020

Simultaneously-Collected Multimodal Lying Pose Dataset: Towards In-Bed Human Pose Monitoring under Adverse Vision Conditions
by Shuangjun Liu et al

08-21-2020

Behavioural pattern discovery from collections of egocentric photo-streams
by Martin Menchon et al

08-21-2020

Delving Deeper into Anti-aliasing in ConvNets
by Xueyan Zou et al

 
Craig Smith