2020.10.19 Vision papers

10-13-2020	Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision by Hao Tan et al
10-14-2020	Deep Learning from Small Amount of Medical Data with Noisy Labels: A Meta-Learning Approach by Görkem Algan et al
10-13-2020	Are all negatives created equal in contrastive instance discrimination? by Tiffany et al
10-14-2020	NeRF++: Analyzing and Improving Neural Radiance Fields by Kai Zhang et al
10-14-2020	AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients by Juntang Zhuang et al
10-15-2020	Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs by Ana Marasović et al
10-15-2020	The Deep Bootstrap: Good Online Learners are Good Offline Generalizers by Preetum Nakkiran et al
10-14-2020	Just Pick a Sign: Optimizing Deep Multitask Models with Gradient Sign Dropout by Zhao Chen et al
10-15-2020	MOTChallenge: A Benchmark for Single-camera Multiple Target Tracking by Patrick Dendorfer et al
10-13-2020	Does my multimodal model learn cross-modal interactions? Its harder to tell than you might think! by Jack Hessel et al
10-13-2020	LM-Reloc: Levenberg-Marquardt Based Direct Visual Relocalization by Lukas von Stumberg et al
10-14-2020	Viewmaker Networks: Learning Views for Unsupervised Representation Learning by Alex Tamkin et al
10-13-2020	Video Action Understanding: A Tutorial by Matthew Hutchinson et al
10-15-2020	XPDNet for MRI Reconstruction: an Application to the fastMRI 2020 Brain Challenge by Zaccharie Ramzi et al
10-15-2020	Empty Cities: a Dynamic-Object-Invariant Space for Visual SLAM by Berta Bescos et al
10-15-2020	DynaSLAM II: Tightly-Coupled Multi-Object Tracking and SLAM by Berta Bescos et al
10-14-2020	Spherical Knowledge Distillation by Jia Guo et al
10-15-2020	Representation Learning via Invariant Causal Mechanisms by Jovana Mitrovic et al
10-14-2020	Unsupervised Self-training Algorithm Based on Deep Learning for Optical Aerial Images Change Detection by Yuan Zhou et al
10-15-2020	Improved Multi-Source Domain Adaptation by Preservation of Factors by Sebastian Schrom et al
10-14-2020	Deep Ensembles for Low-Data Transfer Learning by Basil Mustafa et al
10-15-2020	Does Data Augmentation Benefit from Split BatchNorms by Amil Merchant et al
10-14-2020	A New Distributional Ranking Loss With Uncertainty: Illustrated in Relative Depth Estimation by Alican Mertan et al
10-14-2020	Do End-to-end Stereo Algorithms Under-utilize Information? by Changjiang Cai et al
10-14-2020	Back to the Future: Cycle Encoding Prediction for Self-supervised Contrastive Video Representation Learning by Xinyu Yang et al
10-15-2020	Self-Supervised Domain Adaptation with Consistency Training by L. Xiao et al
10-15-2020	Interpretation of Swedish Sign Language using Convolutional Neural Networks and Transfer Learning by Gustaf Halvardsson et al
10-14-2020	RetiNerveNet: Using Recursive Deep Learning to Estimate Pointwise 24-2 Visual Field Data based on Retinal Structure by Shounak Datta et al
10-15-2020	HS-ResNet: Hierarchical-Split Block on Convolutional Neural Network by Pengcheng Yuan et al
10-14-2020	AMPA-Net: Optimization-Inspired Attention Neural Network for Deep Compressed Sensing by Nanyu Li et al
10-15-2020	Respecting Domain Relations: Hypothesis Invariance for Domain Generalization by Ziqi Wang et al
10-15-2020	Interactive Latent Interpolation on MNIST Dataset by Mazeyar Moeini Feizabadi et al
10-15-2020	CIMON: Towards High-quality Hash Codes by Xiao Luo et al
10-14-2020	Deep Learning Models for Predicting Wildfires from Historical Remote-Sensing Data by Fantine Huot et al
10-15-2020	Generalizing Universal Adversarial Attacks Beyond Additive Perturbations by Yanghao Zhang et al
10-15-2020	A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning by Hongjun Wang et al
10-15-2020	LiteDepthwiseNet: An Extreme Lightweight Network for Hyperspectral Image Classification by Benlei Cui et al
10-15-2020	Unsupervised Constrative Person Re-identification by Bo Pang et al
10-14-2020	Matching-space Stereo Networks for Cross-domain Generalization by Changjiang Cai et al
10-14-2020	Towards Accurate Quantization and Pruning via Data-free Knowledge Transfer by Chen Zhu et al
10-14-2020	Auto-calibration Method Using Stop Signs for Urban Autonomous Driving Applications by Yunhai Han et al
10-14-2020	Skeleton-bridged Point Completion: From Global Inference to Local Adjustment by Yinyu Nie et al
10-15-2020	Encoder-decoder semantic segmentation models for electroluminescence images of thin-film photovoltaic modules by Evgenii Sovetkin et al
10-14-2020	Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation by Eleni Chiou et al
10-14-2020	Identifying Wrongly Predicted Samples: A Method for Active Learning by Rahaf Aljundi et al
10-13-2020	Measuring Visual Generalization in Continuous Control from Pixels by Jake Grigsby et al
10-15-2020	Self-training for Few-shot Transfer Across Extreme Task Differences by Cheng Perng Phoo et al
10-15-2020	A Human Eye-based Text Color Scheme Generation Method for Image Synthesis by Shao Wei Wang et al
10-14-2020	AI-based BMI Inference from Facial Images: An Application to Weight Monitoring by Hera Siddiqui et al
10-15-2020	Unsupervised Video Anomaly Detection via Flow-based Generative Modeling on Appearance and Motion Latent Features by MyeongAh Cho et al
10-15-2020	Robust Keypoint Detection and Pose Estimation of Robot Manipulators with Self-Occlusions via Sim-to-Real Transfer by Jingpei Lu et al
10-15-2020	An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes by Mehdi Miah et al
10-15-2020	THIN: THrowable Information Networks and Application for Facial Expression Recognition In The Wild by Estephe Arnaud et al
10-14-2020	PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training by An Tran et al
10-13-2020	On Deep Learning Techniques to Boost Monocular Depth Estimation for Autonomous Navigation by Raul de Queiroz Mendes et al
10-13-2020	Random Network Distillation as a Diversity Metric for Both Image and Text Generation by Liam Fowl et al
10-14-2020	Pose Refinement Graph Convolutional Network for Skeleton-based Action Recognition by Shijie Li et al
10-14-2020	Photovoltaic module segmentation and thermal analysis tool from thermal images by L. E. Montañez et al
10-15-2020	Auto Seg-Loss: Searching Metric Surrogates for Semantic Segmentation by Hao Li et al
10-15-2020	Boosting Image-based Mutual Gaze Detection using Pseudo 3D Gaze by Bardia Doosti et al
10-13-2020	Experimental Quantum Generative Adversarial Networks for Image Generation by He-Liang Huang et al
10-15-2020	A Deep Drift-Diffusion Model for Image Aesthetic Score Distribution Prediction by Xin Jin et al
10-15-2020	Performance evaluation and application of computation based low-cost homogeneous machine learning model algorithm for image classification by W. H. Huang
10-13-2020	Linking average- and worst-case perturbation robustness via class selectivity and dimensionality by Matthew L. Leavitt et al
10-15-2020	Object Tracking Using Spatio-Temporal Future Prediction by Yuan Liu et al
10-15-2020	FOSS: Multi-Person Age Estimation with Focusing on Objects and Still Seeing Surroundings by Masakazu Yoshimura et al
10-14-2020	Better Patch Stitching for Parametric Surface Reconstruction by Zhantao Deng et al
10-14-2020	Unsupervised Learning of Depth and Ego-Motion from Cylindrical Panoramic Video with Applications for Virtual Reality by Alisha Sharma et al
10-13-2020	COVID-19 Imaging Data Privacy by Federated Learning Design: A Theoretical Framework by Anwaar Ulhaq et al
10-13-2020	Coarse and fine-grained automatic cropping deep convolutional neural network by Jingfei Chang
10-14-2020	A Patch-based Image Denoising Method Using Eigenvectors of the Geodesics Gramian Matrix by Kelum Gajamannage et al
10-13-2020	When Wireless Communications Meet Computer Vision in Beyond 5G by Takayuki Nishio et al
10-15-2020	LTN: Long-Term Network for Long-Term Motion Prediction by YingQiao Wang
10-14-2020	CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging by Lei Mou et al
10-14-2020	3D Segmentation Networks for Excessive Numbers of Classes: Distinct Bone Segmentation in Upper Bodies by Eva Schnider et al
10-14-2020	GreedyFool: An Imperceptible Black-box Adversarial Example Attack against Neural Networks by Hui Liu et al
10-14-2020	Semantic Flow-guided Motion Removal Method for Robust Mapping by Xudong Lv et al
10-16-2020	What Can You Learn from Your Muscles? Learning Visual Representation from Human Interactions by Kiana Ehsani et al
10-14-2020	Practical Deep Raw Image Denoising on Mobile Devices by Yuzhi Wang et al
10-13-2020	Training independent subnetworks for robust prediction by Marton Havasi et al
10-13-2020	Multi-Scale Networks for 3D Human PoseEstimation with Inference Stage Optimization by Cheng Yu et al
10-13-2020	Rotation Averaging with Attention Graph Neural Networks by Joshua Thorpe et al
10-13-2020	Which Model to Transfer? Finding the Needle in the Growing Haystack by Cedric Renggli et al
10-13-2020	Correlation Filter for UAV-Based Aerial Tracking: A Review and Experimental Evaluation by Changhong Fu et al
10-16-2020	A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery by Esther Rolf et al
10-14-2020	PointManifold: Using Manifold Learning for Point Cloud Classification by Dinghao Yang et al
10-14-2020	Efficient and high accuracy 3-D OCT angiography motion correction in pathology by Stefan B. Ploner et al
10-13-2020	A review of 3D human pose estimation algorithms for markerless motion capture by Yann Desmarais et al
10-13-2020	RMDL: Recalibrated multi-instance deep learning for whole slide gastric image classification by Shujun Wang et al
10-13-2020	Exploring Efficient Volumetric Medical Image Segmentation Using 2.5D Method: An Empirical Study by Yichi Zhang et al
10-14-2020	Adaptive-Attentive Geolocalization from few queries: a hybrid approach by Gabriele Moreno Berton et al
10-16-2020	Auxiliary Task Reweighting for Minimum-data Learning by Baifeng Shi et al
10-13-2020	Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration by Zongxin Yang et al
10-16-2020	Extracting Signals of Higgs Boson From Background Noise Using Deep Neural Networks by Muhammad Abbas et al
10-15-2020	Early-stage COVID-19 diagnosis in presence of limited posteroanterior chest X-ray images via novel Pinball-OCSVM by Sanjay Kumar Sonbhadra et al
10-13-2020	DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets by Shujun Wang et al
10-14-2020	A spatial model checker in GPU (extended version) by Laura Bussi et al
10-14-2020	Fast meningioma segmentation in T1-weighted MRI volumes using a lightweight 3D deep learning architecture by David Bouget et al
10-16-2020	Anisotropic Stroke Control for Multiple Artists Style Transfer by Xuanhong Chen et al
10-14-2020	Self-Supervised Ranking for Representation Learning by Ali Varamesh et al
10-13-2020	A Multi-Modal Method for Satire Detection using Textual and Visual Cues by Lily Li et al
10-16-2020	How many images do I need? Understanding how sample size per class affects deep learning model performance metrics for balanced designs in autonomous wildlife monitoring by Saleh Shahinfar et al
10-14-2020	Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning by Zijue Chen et al
10-13-2020	A Scale and Rotational Invariant Key-point Detector based on Sparse Coding by Thanh Hong-Phuoc et al
10-13-2020	DORi: Discovering Object Relationship for Moment Localization of a Natural-Language Query in Video by Cristian Rodriguez-Opazo et al
10-14-2020	A Vector-based Representation to Enhance Head Pose Estimation by Zhiwen Cao et al
10-16-2020	Training Data Generating Networks: Linking 3D Shapes and Few-Shot Classification by Biao Zhang et al
10-15-2020	Semantic Editing On Segmentation Map Via Multi-Expansion Loss by Jianfeng He et al
10-14-2020	Data Augmentation for Meta-Learning by Renkun Ni et al
10-13-2020	Three-Dimensional Lip Motion Network for Text-Independent Speaker Recognition by Jianrong Wang et al
10-13-2020	ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding by Yibo Yang et al
10-13-2020	Ferrograph image classification by Peng Peng et al
10-15-2020	Data Valuation for Medical Imaging Using Shapley Value: Application on A Large-scale Chest X-ray Dataset by Siyi Tang et al
10-15-2020	Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness by Long Zhao et al
10-15-2020	Input-Aware Dynamic Backdoor Attack by Anh Nguyen et al
10-13-2020	Two-Stream Compare and Contrast Network for Vertebral Compression Fracture Diagnosis by Shixiang Feng et al
10-13-2020	Self-Supervised Multi-View Synchronization Learning for 3D Pose Estimation by Simon Jenni et al
10-15-2020	MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention by Aman Khullar et al
10-16-2020	ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimers Disease by Yuang Shi et al
10-13-2020	Robust Two-Stream Multi-Feature Network for Driver Drowsiness Detection by Qi Shen et al
10-13-2020	Low-rank Convex/Sparse Thermal Matrix Approximation for Infrared-based Diagnostic System by Bardia Yousefi et al
10-13-2020	Audio-Visual Self-Supervised Terrain Type Discovery for Mobile Platforms by Akiyoshi Kurobe et al
10-14-2020	Towards Optimal Filter Pruning with Balanced Performance and Pruning Speed by Dong Li et al

10-15-2020	Room-Across-Room: Multilingual Vision-and-Language Navigation with Dense Spatiotemporal Grounding by Alexander Ku et al
10-14-2020	Learning Propagation Rules for Attribution Map Generation by Yiding Yang et al
10-14-2020	Vision-Aided Radio: User Identity Match in Radio and Video Domains Using Machine Learning by Vinicius M. de Pinho et al
10-15-2020	Physics-informed GANs for Coastal Flood Visualization by Björn Lütjens et al
10-13-2020	Intrapersonal Parameter Optimization for Offline Handwritten Signature Augmentation by Teruo M. Maruyama et al
10-13-2020	Scenic: A Language for Scenario Specification and Data Generation by Daniel J. Fremont et al
10-16-2020	Towards truly local gradients with CLAPP: Contrastive, Local And Predictive Plasticity by Bernd Illing et al
10-14-2020	Development of Open Informal Dataset Affecting Autonomous Driving by Yong-Gu Lee et al
10-13-2020	Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge by Clemens-Alexander Brust et al
10-14-2020	Fader Networks for domain adaptation on fMRI: ABIDE-II study by Marina Pominova et al
10-13-2020	Land Cover Semantic Segmentation Using ResUNet by Vasilis Pollatos et al
10-16-2020	Automated Iterative Training of Convolutional Neural Networks for Tree Skeleton Segmentation by Keenan Granland et al
10-13-2020	MixCo: Mix-up Contrastive Learning for Visual Representation by Sungnyun Kim et al
10-14-2020	Multi-class segmentation under severe class imbalance: A case study in roof damage assessment by Jean-Baptiste Boin et al
10-14-2020	Relative Depth Estimation as a Ranking Problem by Alican Mertan et al
10-14-2020	FC-DCNN: A densely connected neural network for stereo estimation by Dominik Hirner et al
10-16-2020	HPERL: 3D Human Pose Estimation from RGB and LiDAR by Michael Fürst et al
10-13-2020	Detecting Anomalies from Video-Sequences: a Novel Descriptor by Giulia Orrù et al
10-14-2020	WeightAlign: Normalizing Activations by Weight Alignment by Xiangwei Shi et al
10-15-2020	Overfitting or Underfitting? Understand Robustness Drop in Adversarial Training by Zichao Li et al
10-16-2020	How Does Supernet Help in Neural Architecture Search? by Yuge Zhang et al
10-16-2020	G-DARTS-A: Groups of Channel Parallel Sampling with Attention by Zhaowen Wang et al
10-13-2020	Few-shot Action Recognition with Implicit Temporal Alignment and Pair Similarity Optimization by Congqi Cao et al
10-16-2020	Real-Time Face & Eye Tracking and Blink Detection using Event Cameras by Cian Ryan et al
10-15-2020	On the Exploration of Incremental Learning for Fine-grained Image Retrieval by Wei Chen et al
10-14-2020	Privacy-Preserving Object Detection & Localization Using Distributed Machine Learning: A Case Study of Infant Eyeblink Conditioning by Stefan Zwaard et al
10-13-2020	A Generalized Zero-Shot Framework for Emotion Recognition from Body Gestures by Jinting Wu et al
10-13-2020	Improving Road Signs Detection performance by Combining the Features of Hough Transform and Texture by Tarik Ayaou et al
10-13-2020	Deep Learning for Recognizing Mobile Targets in Satellite Imagery by Mark Pritt
10-13-2020	How important are faces for person re-identification? by Julia Dietlmeier et al
10-15-2020	Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-task Network Study by Javiera Castillo-Navarro et al
10-15-2020	Human Segmentation with Dynamic LiDAR Data by Tao Zhong et al
10-13-2020	Automation of Hemocompatibility Analysis Using Image Segmentation and a Random Forest by Johanna C. Clauser et al
10-16-2020	New Ideas and Trends in Deep Multimodal Content Understanding: A Review by Wei Chen et al
10-13-2020	Satellite Image Classification with Deep Learning by Mark Pritt et al
10-13-2020	Impact of Thermal Throttling on Long-Term Visual Inference in a CPU-based Edge Device by Théo Benoit-Cattin et al
10-16-2020	Latent Vector Recovery of Audio GANs by Andrew Keyes et al
10-15-2020	Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement by Yongqing Liang et al
10-16-2020	Reconstructing A Large Scale 3D Face Dataset for Deep 3D Face Identification by Cuican Yu et al
10-16-2020	VolumeNet: A Lightweight Parallel Network for Super-Resolution of Medical Volumetric Data by Yinhao Li et al
10-15-2020	QReLU and m-QReLU: Two novel quantum activation functions to aid medical diagnostics by L. Parisi et al
10-16-2020	On the surprising similarities between supervised and self-supervised models by Robert Geirhos et al
10-16-2020	Learning Monocular Dense Depth from Events by Javier Hidalgo-Carrió et al
10-16-2020	Pose And Joint-Aware Action Recognition by Anshul Shah et al
10-16-2020	Difference-in-Differences: Bridging Normalization and Disentanglement in PG-GAN by Xiao Liu et al
10-14-2020	Differential diagnosis and molecular stratification of gastrointestinal stromal tumors on CT images using a radiomics approach by Martijn P. A. Starmans et al
10-16-2020	Learning Accurate Entropy Model with Global Reference for Image Compression by Yichen Qian et al
10-16-2020	Deep Learning based Automated Forest Health Diagnosis from Aerial Images by Chia-Yen Chiang et al
10-14-2020	Domain Shift in Computer Vision models for MRI data analysis: An Overview by Ekaterina Kondrateva et al
10-15-2020	What is More Likely to Happen Next? Video-and-Language Future Event Prediction by Jie Lei et al
10-16-2020	Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation by Sunghyun Park et al
10-13-2020	LiDAM: Semi-Supervised Learning with Localized Domain Adaptation and Iterative Matching by Qun Liu et al
10-15-2020	Impact of Action Unit Occurrence Patterns on Detection by Saurabh Hinduja et al
10-15-2020	Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset by Keshav Bhandari et al
10-15-2020	Revisiting Optical Flow Estimation in 360 Videos by Keshav Bhandari et al
10-15-2020	TextMage: The Automated Bangla Caption Generator Based On Deep Learning by Abrar Hasin Kamal et al
10-13-2020	Electroencephalography signal processing based on textural features for monitoring the drivers state by a Brain-Computer Interface by Giulia Orrù et al
10-15-2020	Why Layer-Wise Learning is Hard to Scale-up and a Possible Solution via Accelerated Downsampling by Wenchi Ma et al
10-16-2020	Toward Accurate Person-level Action Recognition in Videos of Crowded Scenes by Li Yuan et al
10-16-2020	Human Perception-based Evaluation Criterion for Ultra-high Resolution Cell Membrane Segmentation by Ruohua Shi et al
10-16-2020	Manipulation-Oriented Object Perception in Clutter through Affordance Coordinate Frames by Xiaotong Chen et al
10-16-2020	SF-UDA3D3D: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection by Cristiano Saltori et al
10-16-2020	In Depth Bayesian Semantic Scene Completion by David Gillsjö et al
10-16-2020	Volumetric Calculation of Quantization Error in 3-D Vision Systems by Eleni Bohacek et al
10-14-2020	Taking A Closer Look at Synthesis: Fine-grained Attribute Analysis for Person Re-Identification by Suncheng Xiang et al
10-16-2020	Towards Online Steering of Flame Spray Pyrolysis Nanoparticle Synthesis by Maksim Levental et al
10-15-2020	Integrating Coarse Granularity Part-level Features with Supervised Global-level Features for Person Re-identification by Xiaofei Mao et al
10-15-2020	Quantifying the Extent to Which Race and Gender Features Determine Identity in Commercial Face Recognition Algorithms by John J. Howard et al
10-15-2020	Convolutional Neural Network for Blur Images Detection as an Alternative for Laplacian Method by Tomasz Szandala