2020.10.12 Vision papers

10-07-2020	Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win by Utku Evci et al
10-07-2020	Towards Understanding Sample Variance in Visually Grounded Language Generation: Evaluations and Observations by Wanrong Zhu et al
10-09-2020	GRF: Learning a General Radiance Field for 3D Scene Representation and Rendering by Alex Trevithick et al
10-08-2020	Deep SVBRDF Estimation on Real Materials by Louis-Philippe Asselin et al
10-08-2020	ALFWorld: Aligning Text and Embodied Environments for Interactive Learning by Mohit Shridhar et al
10-08-2020	Age and Gender Prediction From Face Images Using Attentional Convolutional Network by Amirali Abdolrashidi et al
10-08-2020	Dense Relational Image Captioning via Multi-task Triple-Stream Networks by Dong-Jin Kim et al
10-07-2020	A Human Ear Reconstruction Autoencoder by Hao Sun et al
10-07-2020	Revisiting Batch Normalization for Improving Corruption Robustness by Philipp Benz et al
10-07-2020	Rotation-Invariant Local-to-Global Representation Learning for 3D Point Cloud by Seohyun Kim et al
10-07-2020	A Critique of Self-Expressive Deep Subspace Clustering by Benjamin D. Haeffele et al
10-07-2020	Learning Monocular 3D Vehicle Detection without 3D Bounding Box Labels by L. Koestler et al
10-06-2020	NCP-VAE: Variational Autoencoders with Noise Contrastive Priors by Jyoti Aneja et al
10-08-2020	Are Adaptive Face Recognition Systems still Necessary? Experiments on the APE Dataset by Giulia Orrù et al
10-07-2020	Unconstrained Text Detection in Manga by Julián Del Gobbo et al
10-07-2020	Decamouflage: A Framework to Detect Image-Scaling Attacks on Convolutional Neural Networks by Bedeuro Kim et al
10-08-2020	UESegNet: Context Aware Unconstrained ROI Segmentation Networks for Ear Biometric by Aman Kamboj et al
10-08-2020	Generative Autoregressive Ensembles for Satellite Imagery Manipulation Detection by Daniel Mas Montserrat et al
10-07-2020	pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis by Alain Jungo et al
10-07-2020	3D Convolutional Sequence to Sequence Model for Vertebral Compression Fractures Identification in CT by David Chettrit et al
10-08-2020	Deformable DETR: Deformable Transformers for End-to-End Object Detection by Xizhou Zhu et al
10-07-2020	Shape, Illumination, and Reflectance from Shading by Jonathan T. Barron et al
10-07-2020	A Brief Review of Domain Adaptation by Abolfazl Farahani et al
10-07-2020	Infant-ID: Fingerprints for Global Good by Joshua J. Engelsma et al
10-08-2020	IRX-1D: A Simple Deep Learning Architecture for Remote Sensing Classifications by Mahesh Pal et al
10-08-2020	Free annotated data for deep learning in microscopy? A hitchhikers guide by Adrian Shajkofci et al
10-07-2020	Deep Learning-Based Grading of Ductal Carcinoma In Situ in Breast Histopathology Images by Suzanne C. Wetstein et al
10-08-2020	Semi-Supervised Learning of Multi-Object 3D Scene Representations by Cathrin Elich et al
10-07-2020	Bone Feature Segmentation in Ultrasound Spine Image with Robustness to Speckle and Regular Occlusion Noise by Zixun Huang et al
10-08-2020	Texture-based Presentation Attack Detection for Automatic Speaker Verification by Lazaro J. Gonzalez-Soler et al
10-08-2020	Single-Image Camera Response Function Using Prediction Consistency and Gradual Refinement by Aashish Sharma et al
10-08-2020	Spatially-Variant CNN-based Point Spread Function Estimation for Blind Deconvolution and Depth Estimation by Adrian Shajkofci et al
10-08-2020	Improve Adversarial Robustness via Weight Penalization on Classification Layer by Cong Xu et al
10-07-2020	A Novel Face-tracking Mouth Controller and its Application to Interacting with Bioacoustic Models by Gamhewage C. de Silva et al
10-08-2020	A Unified Approach to Interpreting and Boosting Adversarial Transferability by Xin Wang et al
10-06-2020	Denoising Diffusion Implicit Models by Jiaming Song et al
10-06-2020	Visualizing Color-wise Saliency of Black-Box Image Classification Models by Yuhki Hatakeyama et al
10-08-2020	Regularized Compression of MRI Data: Modular Optimization of Joint Reconstruction and Coding by Veronica Corona et al
10-07-2020	Tractography filtering using autoencoders by Jon Haitz Legarreta et al
10-08-2020	DBLFace: Domain-Based Labels for NIR-VIS Heterogeneous Face Recognition by Ha Le et al
10-07-2020	Sonification of Facial Actions for Musical Expression by Mathias Funk et al
10-07-2020	Deep Tiered Image Segmentation forDetecting Internal Ice Layers in Radar Imagery by Yuchen Wang et al
10-08-2020	Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression by Hina Raja et al
10-08-2020	Hierarchical Classification of Pulmonary Lesions: A Large-Scale Radio-Pathomics Study by Jiancheng Yang et al
10-08-2020	3D Object Detection and Pose Estimation of Unseen Objects in Color Images with Local Surface Embeddings by Giorgia Pitteri et al
10-07-2020	Synthesising clinically realistic Chest X-rays using Generative Adversarial Networks by Bradley Segal et al
10-06-2020	RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs by Zhiwei Xu et al
10-07-2020	Designing, Playing, and Performing with a Vision-based Mouth Interface by Michael J. Lyons et al
10-08-2020	BGM: Building a Dynamic Guidance Map without Visual Images for Trajectory Prediction by Beihao xia et al
10-06-2020	Vec2Instance: Parameterization for Deep Instance Segmentation by N. Lakmal Deshapriya et al
10-08-2020	Watch, read and lookup: learning to spot signs from multiple supervisors by Liliane Momeni et al
10-08-2020	A Survey On Anti-Spoofing Methods For Face Recognition with RGB Cameras of Generic Consumer Devices by Zuheng Ming et al
10-06-2020	Assisted Probe Positioning for Ultrasound Guided Radiotherapy Using Image Sequence Classification by Alexander Grimwood et al
10-06-2020	Weakly-Supervised Feature Learning via Text and Image Matching by Gongbo Liang et al
10-06-2020	Iterative Methods for Computing Eigenvectors of Nonlinear Operators by Guy Gilboa
10-08-2020	Frequency and Spatial domain based Saliency for Pigmented Skin Lesion Segmentation by Zanobya N. Khan
10-06-2020	Conditional Generative Modeling via Learning the Latent Space by Sameera Ramasinghe et al
10-07-2020	VisualNews : A Large Multi-source News Image Dataset by Fuxiao Liu et al
10-07-2020	Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation by Moi Hoon Yap et al
10-09-2020	Linear Mode Connectivity in Multitask and Continual Learning by Seyed Iman Mirzadeh et al
10-09-2020	Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting by Vincent Le Guen et al
10-06-2020	PCAL: A Privacy-preserving Intelligent Credit Risk Modeling Framework Based on Adversarial Learning by Yuli Zheng et al
10-06-2020	Learning to Represent Image and Text with Denotation Graph by Bowen Zhang et al
10-06-2020	Using Sentences as Semantic Representations in Large Scale Zero-Shot Learning by Yannick Le Cacheux et al
10-09-2020	Deep Learning Superpixel Semantic Segmentation with Transparent Initialization and Sparse Encoder by Zhiwei Xu et al
10-07-2020	Low-Rank Robust Online Distance/Similarity Learning based on the Rescaled Hinge Loss by Davood Zabihzadeh et al
10-06-2020	Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-grained Visual Categorization by Ashiq Imran et al
10-06-2020	Rotate to Attend: Convolutional Triplet Attention Module by Diganta Misra et al
10-07-2020	Reconfigurable Cyber-Physical System for Lifestyle Video-Monitoring via Deep Learning by Daniel Deniz et al
10-07-2020	YOdar: Uncertainty-based Sensor Fusion for Vehicle Detection with Camera and Radar Sensors by Kamil Kowol et al
10-07-2020	M3Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening from CT Imaging by Xuelin Qian et al
10-06-2020	Compressing Deep Convolutional Neural Networks by Stacking Low-dimensional Binary Convolution Filters by Weichao Lan et al
10-06-2020	Unfolding the Alternating Optimization for Blind Super Resolution by Zhengxiong Luo et al
10-09-2020	DeepStreet: A deep learning powered urban street network generation module by Zhou Fang et al
10-09-2020	Learning 3D Face Reconstruction with a Pose Guidance Network by Pengpeng Liu et al
10-06-2020	Parallax Motion Effect Generation Through Instance Segmentation And Depth Estimation by Allan Pinto et al
10-06-2020	SLCRF: Subspace Learning with Conditional Random Field for Hyperspectral Image Classification by Yun Cao et al
10-06-2020	CORE: Color Regression for Multiple Colors Fashion Garments by Alexandre Rame et al
10-08-2020	A Comparative Study on Effects of Original and Pseudo Labels for Weakly Supervised Learning for Car Localization Problem by Cenk Bircanoglu
10-09-2020	Generating Novel Glyph without Human Data by Learning to Communicate by Seung-won Park
10-07-2020	VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks by Caren Han et al
10-06-2020	Representation learning from videos in-the-wild: An object-centric approach by Rob Romijnders et al
10-06-2020	Deep Neural Network: An Efficient and Optimized Machine Learning Paradigm for Reducing Genome Sequencing Error by Ferdinand Kartriku et al
10-07-2020	Double Targeted Universal Adversarial Perturbations by Philipp Benz et al
10-06-2020	How Convolutional Neural Network Architecture Biases Learned Opponency and Colour Tuning by Ethan Harris et al
10-06-2020	Comprehensive Online Network Pruning via Learnable Scaling Factors by Muhammad Umair Haider et al
10-09-2020	Weaponizing Unicodes with Deep Learning -- Identifying Homoglyphs with Weakly Labeled Data by Perry Deng et al
10-07-2020	Learning Binary Semantic Embedding for Histology Image Classification and Retrieval by Xiao Kang et al
10-07-2020	Attention Model Enhanced Network for Classification of Breast Cancer Image by Xiao Kang et al
10-09-2020	Contralaterally Enhanced Networks for Thoracic Disease Detection by Gangming Zhao et al
10-06-2020	Channel Recurrent Attention Networks for Video Pedestrian Retrieval by Pengfei Fang et al
10-06-2020	COVIDomaly: A Deep Convolutional Autoencoder Approach for Detecting Early Cases of COVID-19 by Faraz Khoshbakhtian et al
10-06-2020	Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays by Jianmo Ni et al
10-07-2020	Multi-label classification of promotions in digital leaflets using textual and visual information by Roberto Arroyo et al
10-06-2020	Motion Prediction Using Temporal Inception Module by Tim Lebailly et al
10-09-2020	A deep learning based interactive sketching system for fashion images design by Yao Li et al
10-09-2020	Incorporating planning intelligence into deep learning: A planning support tool for street network design by Zhou Fang et al
10-06-2020	Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question Answering by Wei Han et al
10-07-2020	Discriminative Cross-Modal Data Augmentation for Medical Imaging Applications by Yue Yang et al
10-06-2020	LETI: Latency Estimation Tool and Investigation of Neural Networks inference on Mobile GPU by Evgeny Ponomarev et al
10-07-2020	Variational Transfer Learning for Fine-grained Few-shot Visual Recognition by Jingyi Xu et al
10-06-2020	Histopathological Stain Transfer using Style Transfer Network with Adversarial Loss by Harshal Nishar et al
10-06-2020	Adversarial Patch Attacks on Monocular Depth Estimation Networks by Koichiro Yamanaka et al
10-09-2020	Smooth Variational Graph Embeddings for Efficient Neural Architecture Search by Jovita Lukasik et al
10-06-2020	A Fast and Effective Method of Macula Automatic Detection for Retina Images by Yukang Jiang et al
10-07-2020	Learning Clusterable Visual Features for Zero-Shot Recognition by Jingyi Xu et al

10-07-2020	High-Capacity Expert Binary Networks by Adrian Bulat et al
10-07-2020	Batch Normalization Increases Adversarial Vulnerability: Disentangling Usefulness and Robustness of Model Features by Philipp Benz et al
10-06-2020	Training Deep Neural Networks for Wireless Sensor Networks Using Loosely and Weakly Labeled Images by Qianwei Zhou et al
10-06-2020	Global Self-Attention Networks for Image Recognition by Zhuoran Shen et al
10-07-2020	CD-UAP: Class Discriminative Universal Adversarial Perturbation by Chaoning Zhang et al
10-06-2020	Self-supervised Exposure Trajectory Recovery for Dynamic Blur Estimation by Youjian Zhang et al
10-07-2020	Vision-Based Object Recognition in Indoor Environments Using Topologically Persistent Features by Ekta U. Samani et al
10-07-2020	RealSmileNet: A Deep End-To-End Network for Spontaneous and Posed Smile Recognition by Yan Yang et al
10-09-2020	Baseline and Triangulation Geometry in a Standard Plenoptic Camera by Christopher Hahne et al
10-08-2020	Targeted Attention Attack on Deep Learning Models in Road Sign Recognition by Xinghao Yang et al
10-06-2020	Arbitrary Style Transfer using Graph Instance Normalization by Dongki Jung et al
10-08-2020	Efficient Real-Time Radial Distortion Correction for UAVs by Marcus Valtonen Örnhag et al
10-09-2020	Real-time Mask Detection on Google Edge TPU by Keondo Park et al
10-07-2020	Universal Weighting Metric Learning for Cross-Modal Matching by Jiwei Wei et al
10-08-2020	Addressing the Real-world Class Imbalance Problem in Dermatology by Wei-Hung Weng et al
10-06-2020	DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval by Yun Cao et al
10-06-2020	Joint COCO and Mapillary Workshop at ICCV 2019: COCO Instance Segmentation Challenge Track by Zeming Li et al
10-06-2020	IS-CAM: Integrated Score-CAM for axiomatic-based explanations by Rakshit Naidu et al
10-09-2020	Rethinking the Extraction and Interaction of Multi-Scale Features for Vessel Segmentation by Yicheng Wu et al
10-07-2020	Contour Primitive of Interest Extraction Network Based on One-shot Learning for Object-Agnostic Vision Measurement by Fangbo Qin et al
10-06-2020	Online Action Detection in Streaming Videos with Time Buffers by Bowen Zhang et al
10-09-2020	Torch-Points3D: A Modular Multi-Task Frameworkfor Reproducible Deep Learning on 3D Point Clouds by Thomas Chaton et al
10-09-2020	Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation by Bo Li et al
10-07-2020	Super-Human Performance in Online Low-latency Recognition of Conversational Speech by Thai-Son Nguyen et al
10-06-2020	Microscopic fine-grained instance classification through deep attention by Mengran Fan et al
10-07-2020	On the Evaluation of Generative Adversarial Networks By Discriminative Models by Amirsina Torfi et al
10-06-2020	Secure 3D medical Imaging by Shadi Al-Zu'bi
10-06-2020	High Speed Event Camera TRacking by William Chamorro et al
10-09-2020	Sickle-cell disease diagnosis support selecting the most appropriate machinelearning method: Towards a general and interpretable approach for cellmorphology analysis from microscopy images by Nataša Petrović et al
10-09-2020	Be Your Own Best Competitor! Multi-Branched Adversarial Knowledge Transfer by Mahdi Ghorbani et al
10-06-2020	SAFENet: Self-Supervised Monocular Depth Estimation with Semantic-Aware Feature Extraction by Jaehoon Choi et al
10-09-2020	Robust Instance Tracking via Uncertainty Flow by Jianing Qian et al
10-09-2020	Deep Sequence Learning for Video Anticipation: From Discrete and Deterministic to Continuous and Stochastic by Sadegh Aliakbarian
10-06-2020	Memory-efficient GAN-based Domain Translation of High Resolution 3D Medical Images by Hristina Uzunova et al
10-06-2020	A Method for Tumor Treating Fields Fast Estimation by Reuben R Shamir et al
10-09-2020	Background Learnable Cascade for Zero-Shot Object Detection by Ye Zheng et al
10-07-2020	WDN: A Wide and Deep Network to Divide-and-Conquer Image Super-resolution by Vikram Singh et al
10-08-2020	Once Quantized for All: Progressively Searching for Quantized Efficient Models by Mingzhu Shen et al
10-09-2020	A Novel ANN Structure for Image Recognition by Shilpa Mayannavar et al
10-09-2020	WHO 2016 subtyping and automated segmentation of glioma using multi-task deep learning by Sebastian R. van der Voort et al
10-09-2020	Long-distance tiny face detection based on enhanced YOLOv3 for unmanned system by Jia-Yi Chang et al
10-09-2020	LaND: Learning to Navigate from Disengagements by Gregory Kahn et al
10-09-2020	gundapusunil at SemEval-2020 Task 8: Multimodal Memotion Analysis by Sunil Gundapu et al
10-09-2020	Table Structure Recognition using Top-Down and Bottom-Up Cues by Sachin Raja et al
10-06-2020	Support-set bottlenecks for video-text representation learning by Mandela Patrick et al
10-08-2020	Deep-Masking Generative Network: A Unified Framework for Background Restoration from Superimposed Images by Xin Feng et al
10-06-2020	Descriptive analysis of computational methods for automating mammograms with practical applications by Aparna Bhale et al
10-08-2020	MMGSD: Multi-Modal Gaussian Shape Descriptors for Correspondence Matching in 1D and 2D Deformable Objects by Aditya Ganapathi et al
10-09-2020	Hyperspectral Unmixing via Nonnegative Matrix Factorization with Handcrafted and Learnt Priors by Min Zhao et al
10-09-2020	Controllable Continuous Gaze Redirection by Weihao Xia et al
10-09-2020	Real Time Face Recognition Using Convoluted Neural Networks by Rohith Pudari et al
10-09-2020	Uncertainty-Aware Few-Shot Image Classification by Zhizheng Zhang et al
10-09-2020	PathoNet: Deep learning assisted evaluation of Ki-67 and tumor infiltrating lymphocytes (TILs) as prognostic factors in breast cancer; A large dataset and baseline by Farzin Negahbani et al
10-08-2020	Ensemble Hyperspectral Band Selection for Detecting Nitrogen Status in Grape Leaves by Ryan Omidi et al
10-09-2020	Robust Isometric Non-Rigid Structure-from-Motion by Shaifali Parashar et al
10-09-2020	Unsupervised 3D Brain Anomaly Detection by Jaime Simarro Viana et al
10-08-2020	Fast Fourier Transformation for Optimizing Convolutional Neural Networks in Object Recognition by Varsha Nair et al
10-09-2020	Attaining Real-Time Super-Resolution for Microscopic Images Using GAN by Vibhu Bhatia et al
10-08-2020	Refinement of Predicted Missing Parts Enhance Point Cloud Completion by Alexis Mendoza et al
10-08-2020	Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features by L. Chauvin et al