2020.10.19 Vision papers

10-22-2020	Castle in the Sky: Dynamic Sky Replacement and Harmonization in Videos by Zhengxia Zou
10-22-2020	An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale by Alexey Dosovitskiy et al
10-21-2020	A Wigner-Eckart Theorem for Group Equivariant Convolution Kernels by Leon Lang et al
10-20-2020	SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static Images by Chen-Hsuan Lin et al
10-21-2020	Learning to Guide Local Feature Matches by François Darmon et al
10-21-2020	Learning Loss for Test-Time Augmentation by Ildoo Kim et al
10-22-2020	Task-Adaptive Feature Transformer for Few-Shot Segmentation by Jun Seo et al
10-21-2020	One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN by Christian Bartz et al
10-22-2020	SEG-MAT: 3D Shape Segmentation Using Medial Axis Transform by Cheng Lin et al
10-20-2020	Real-time Localized Photorealistic Video Style Transfer by Xide Xia et al
10-20-2020	A Survey on Deep Learning and Explainability for Automatic Image-based Medical Report Generation by Pablo Messina et al
10-22-2020	On the Power of Deep but Naive Partial Label Learning by Junghoon Seo et al
10-21-2020	Rethinking pooling in graph neural networks by Diego Mesquita et al
10-20-2020	Image-Driven Furniture Style for Interactive 3D Scene Modeling by Tomer Weiss et al
10-21-2020	AttendAffectNet: Self-Attention based Networks for Predicting Affective Responses from Movies by Ha Thi Phuong Thao et al
10-22-2020	Restoring Negative Information in Few-Shot Object Detection by Yukuan Yang et al
10-21-2020	What is Wrong with Continual Learning in Medical Image Segmentation? by Camila Gonzalez et al
10-22-2020	Self-Supervised Shadow Removal by Florin-Alexandru Vasluianu et al
10-21-2020	Deep Learning for Distinguishing Normal versus Abnormal Chest Radiographs and Generalization to Unseen Diseases by Zaid Nabulsi et al
10-22-2020	Convolutional Autoencoders for Human Motion Infilling by Manuel Kaufmann et al
10-21-2020	Class-Conditional Defense GAN Against End-to-End Speech Attacks by Mohammad Esmaeilpour et al
10-21-2020	Bandwidth-Adaptive Feature Sharing for Cooperative LIDAR Object Detection by Ehsan Emad Marvasti et al
10-20-2020	Asynchronous Edge Learning using Cloned Knowledge Distillation by Sang-ho Lee et al
10-20-2020	Towards End-to-End In-Image Neural Machine Translation by Elman Mansimov et al
10-21-2020	Visual Navigation in Real-World Indoor Environments Using End-to-End Deep Reinforcement Learning by Jonáš Kulhánek et al
10-22-2020	Learning to Sort Image Sequences via Accumulated Temporal Differences by Gagan Kanojia et al
10-22-2020	TLGAN: document Text Localization using Generative Adversarial Nets by Dongyoung Kim et al
10-21-2020	DPD-InfoGAN: Differentially Private Distributed InfoGAN by Vaikkunth Mugunthan et al
10-22-2020	FasterRCNN Monitoring of Road Damages: Competition and Deployment by Hascoet Tristan et al
10-22-2020	Face Hallucination Using Split-Attention in Split-Attention Network by Yuanzhi Wang et al
10-21-2020	Learning Curves for Analysis of Deep Networks by Derek Hoiem et al
10-22-2020	Malaria detection from RBC images using shallow Convolutional Neural Networks by Subrata Sarkar et al
10-22-2020	Defense-guided Transferable Adversarial Attacks by Zifei Zhang et al
10-22-2020	Lightweight Generative Adversarial Networks for Text-Guided Image Manipulation by Bowen Li et al
10-22-2020	3D Meta-Registration: Learning to Learn Registration of 3D Point Clouds by Lingjing Wang et al
10-21-2020	QISTA-Net: DNN Architecture to Solve ℓqℓq-norm Minimization Problem and Image Compressed Sensing by Gang-Xuan Lin et al
10-21-2020	Efficient Scale-Permuted Backbone with Learned Resource Distribution by Xianzhi Du et al
10-21-2020	Learning Graph-Based Priors for Generalized Zero-Shot Learning by Colin Samplawski et al
10-22-2020	F-Siamese Tracker: A Frustum-based Double Siamese Network for 3D Single Object Tracking by Hao Zou et al
10-21-2020	Recurrent neural network-based volumetric fluorescence microscopy by Luzhe Huang et al
10-22-2020	Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free by Haotao Wang et al
10-21-2020	Neural Star Domain as Primitive Representation by Yuki Kawana et al
10-21-2020	Unrolling of Deep Graph Total Variation for Image Denoising by Huy Vu et al
10-22-2020	Fine-tuned Pre-trained Mask R-CNN Models for Surface Object Detection by Haruhiro Fujita et al
10-22-2020	Novel View Synthesis from only a 6-DoF Camera Pose by Two-stage Networks by Xiang Guo et al
10-21-2020	Shedding Light on Blind Spots: Developing a Reference Architecture to Leverage Video Data for Process Mining by Wolfgang Kratsch et al
10-20-2020	Self-Supervised Learning of Part Mobility from Point Cloud Sequence by Yahao Shi et al
10-22-2020	Deep Analysis of CNN-based Spatio-temporal Representations for Action Recognition by Chun-Fu Chen et al
10-21-2020	DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction by Rodrigo Santa Cruz et al
10-21-2020	Learning Occupancy Function from Point Clouds for Surface Reconstruction by Meng Jia et al
10-20-2020	BYOL works even without batch statistics by Pierre H. Richemond et al
10-21-2020	Probabilistic Numeric Convolutional Neural Networks by Marc Finzi et al
10-20-2020	SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency by Sameer Dharur et al
10-20-2020	Convolutional-LSTM for Multi-Image to Single Output Medical Prediction by Luis Leal et al
10-21-2020	Performance Prediction for Convolutional Neural Networks in Edge Devices by Halima Bouzidi et al
10-22-2020	Learning Dual Semantic Relations with Graph Attention for Image-Text Matching by Keyu Wen et al
10-22-2020	High resolution weakly supervised localization architectures for medical images by Konpat Preechakul et al
10-20-2020	Incandescent Bulb and LED Brake Lights:Novel Analysis of Reaction Times by Ramaswamy Palaniappan et al
10-22-2020	GAN based Unsupervised Segmentation: Should We Match the Exact Number of Objects by Quan Liu et al
10-21-2020	Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies by Itai Gat et al
10-21-2020	Learning Black-Box Attackers with Transferable Priors and Query Feedback by Jiancheng Yang et al
10-20-2020	Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation by Hasib Zunair et al
10-22-2020	Blind Video Temporal Consistency via Deep Video Prior by Chenyang Lei et al
10-21-2020	Deep learning based registration using spatial gradients and noisy segmentation labels by Théo Estienne et al
10-20-2020	Identification of deep breath while moving forward based on multiple body regions and graph signal analysis by Yunlu Wang et al
10-22-2020	Spatio-temporal Features for Generalized Detection of Deepfake Videos by Ipek Ganiyusufoglu et al
10-20-2020	Boosting Gradient for White-Box Adversarial Attacks by Hongying Liu et al
10-22-2020	Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising by Yaochen Xie et al
10-21-2020	A Short Note on the Kinetics-700-2020 Human Action Dataset by Lucas Smaira et al
10-21-2020	Voronoi Convolutional Neural Networks by Soroosh Yazdani et al
10-22-2020	Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization by Yuanhao Zhai et al
10-20-2020	BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues by Hung Le et al
10-20-2020	On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Application by Fadi Boutros et al
10-21-2020	Anatomically-Informed Deep Learning on Contrast-Enhanced Cardiac MRI for Scar Segmentation and Clinical Feature Extraction by Haley G. Abramson et al
10-22-2020	Fingerprint Orientation Estimation: Challenges and Opportunities by Amit Kumar Trivedi
10-20-2020	American Sign Language Identification Using Hand Trackpoint Analysis by Yugam Bajaj et al
10-21-2020	ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles by Ran Xu et al
10-21-2020	UFO22: A Unified Framework towards Omni-supervised Object Detection by Zhongzheng Ren et al
10-20-2020	Fast Video Salient Object Detection via Spatiotemporal Knowledge Distillation by Tang Yi et al
10-21-2020	Dense Dual-Path Network for Real-time Semantic Segmentation by Xinneng Yang et al
10-21-2020	Reinforcement learning using Deep Q Networks and Q learning accurately localizes brain tumors on MRI with very small training sets by Joseph N Stember et al
10-20-2020	Claw U-Net: A Unet-based Network with Deep Feature Concatenation for Scleral Blood Vessel Segmentation by Chang Yao et al
10-23-2020	Show and Speak: Directly Synthesize Spoken Description of Images by Xinsheng Wang et al
10-20-2020	Preventing Personal Data Theft in Images with Adversarial ML by Thomas Cilloni et al
10-20-2020	ENSURE: Ensemble Steins Unbiased Risk Estimator for Unsupervised Learning by Hemant Kumar Aggarwal et al
10-20-2020	Mutual Information Regularized Identity-aware Facial ExpressionRecognition in Compressed Video by Xiaofeng Liu et al
10-20-2020	Two-Stage Generative Adversarial Networks for Document Image Binarization with Color Noise and Background Removal by Sungho Suh et al
10-20-2020	TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power Lines by Rabab Abdelfattah et al
10-20-2020	FishNet: A Unified Embedding for Salmon Recognition by Bjørn Magnus Mathisen et al
10-20-2020	SCOP: Scientific Control for Reliable Neural Network Pruning by Yehui Tang et al
10-21-2020	Learning Integrodifferential Models for Image Denoising by Tobias Alt et al
10-20-2020	Tracking from Patterns: Learning Corresponding Patterns in Point Clouds for 3D Object Tracking by Jieqi Shi et al
10-21-2020	3D Meta Point Signature: Learning to Learn 3D Point Signature for 3D Dense Shape Correspondence by Hao Huang et al
10-21-2020	Black-Box Ripper: Copying black-box models using generative evolutionary algorithms by Antonio Barbalau et al
10-20-2020	Convolutional neural networks for automatic detection of Focal Cortical Dysplasia by Ruslan Aliev et al
10-21-2020	Semantics-Guided Representation Learning with Applications to Visual Synthesis by Jia-Wei Yan et al
10-21-2020	Towards Real-time Drowsiness Detection for Elderly Care by Boris Bačić et al
10-20-2020	Cross-Modal Information Maximization for Medical Imaging: CMIM by Tristan Sylvain et al
10-20-2020	Leveraging SLIC Superpixel Segmentation and Cascaded Ensemble SVM for Fully Automated Mass Detection In Mammograms by Jaime Simarro et al
10-20-2020	Mutual-Supervised Feature Modulation Network for Occluded Pedestrian Detection by Ye He et al
10-20-2020	Underwater Image Color Correction by Complementary Adaptation by Yuchen He
10-21-2020	2nd Place Solution to Instance Segmentation of IJCAI 3D AI Challenge 2020 by Kai Jiang et al
10-20-2020	Explorable Tone Mapping Operators by Chien-Chuan Su et al
10-20-2020	AutoBSS: An Efficient Algorithm for Block Stacking Style Search by Yikang Zhang et al
10-21-2020	MonoComb: A Sparse-to-Dense Combination Approach for Monocular Scene Flow by René Schuster et al
10-20-2020	Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis by Vishal Mandal et al
10-20-2020	Micro CT Image-Assisted Cross Modality Super-Resolution of Clinical CT Images Utilizing Synthesized Training Dataset by Tong Zheng et al
10-20-2020	A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection by Kuang-Yu Jeng et al
10-21-2020	LCD -- Line Clustering and Description for Place Recognition by Felix Taubner et al
10-21-2020	Study of star clusters in the M83 galaxy with a convolutional neural network by J. Bialopetravičius et al
10-20-2020	Tilting at windmills: Data augmentation for deep pose estimation does not help with occlusions by Rafal Pytel et al
10-20-2020	Contextual Heterogeneous Graph Network for Human-Object Interaction Detection by Hai Wang et al
10-20-2020	TargetDrop: A Targeted Regularization Method for Convolutional Neural Networks by Hui Zhu et al
10-20-2020	High-Capacity Complex Convolutional Neural Networks For I/Q Modulation Classification by Jakob Krzyston et al
10-21-2020	Synthetic Expressions are Better Than Real for Learning to Detect Facial Actions by Koichiro Niinuma et al
10-20-2020	Geometry-based Occlusion-Aware Unsupervised Stereo Matching for Autonomous Driving by Liang Peng et al
10-21-2020	Progressive Batching for Efficient Non-linear Least Squares by Huu Le et al
10-23-2020	Primal-Dual Mesh Convolutional Neural Networks by Francesco Milano et al
10-22-2020	MTGAT: Multimodal Temporal Graph Attention Networks for Unaligned Human Multimodal Language Sequences by Jianing Yang et al
10-23-2020	Self-Learning Transformations for Improving Gaze and Head Redirection by Yufeng Zheng et al
10-20-2020	Pedestrian Intention Prediction: A Multi-task Perspective by Smail Ait Bouhsain et al
10-20-2020	Exploring Overcomplete Representations for Single Image Deraining using CNNs by Rajeev Yasarla et al
10-21-2020	UAV LiDAR Point Cloud Segmentation of A Stack Interchange with Deep Neural Networks by Weikai Tan et al
10-20-2020	Robust Neural Networks inspired by Strong Stability Preserving Runge-Kutta methods by Byungjoo Kim et al
10-21-2020	DiSCO: Differentiable Scan Context with Orientation by Xuecheng Xu et al
10-20-2020	Video Reconstruction by Spatio-Temporal Fusion of Blurred-Coded Image Pair by Anupama S et al
10-23-2020	Population Gradients improve performance across data-sets and architectures in object classification by Yurika Sakai et al

10-21-2020	In-the-wild Drowsiness Detection from Facial Expressions by Ajjen Joshi et al
10-23-2020	Domain Adaptation in LiDAR Semantic Segmentation by Inigo Alonso et al
10-21-2020	Adaptive Structured Sparse Network for Efficient CNNs with Feature Regularization by Chen Tang et al
10-23-2020	Learn Robust Features via Orthogonal Multi-Path by Kun Fang et al
10-20-2020	Convolutional 3D to 2D Patch Conversion for Pixel-wise Glioma Segmentation in MRI Scans by Mohammad Hamghalam et al
10-23-2020	Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels by Valentyn Melnychuk et al
10-23-2020	SAHDL: Sparse Attention Hypergraph Regularized Dictionary Learning by Shuai Shao et al
10-23-2020	Progressive Training of Multi-level Wavelet Residual Networks for Image Denoising by Yali Peng et al
10-20-2020	ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments by Mathias Seuret et al
10-20-2020	A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation by Ali Akbari et al
10-23-2020	Coping with Label Shift via Distributionally Robust Optimisation by Jingzhao Zhang et al
10-23-2020	High-Throughput Image-Based Plant Stand Count Estimation Using Convolutional Neural Networks by Saeed Khaki et al
10-22-2020	An explainable deep vision system for animal classification and detection in trail-camera images with automatic post-deployment retraining by Golnaz Moallem et al
10-23-2020	A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision by Liyan Sun et al
10-23-2020	Feature matching in Ultrasound images by Hang Zhu et al
10-23-2020	Segmentation of the cortical plate in fetal brain MRI with a topological loss by Priscille de Dumast et al
10-22-2020	Language-Conditioned Imitation Learning for Robot Manipulation Tasks by Simon Stepputtis et al
10-23-2020	Estimation of Cardiac Valve Annuli Motion with Deep Learning by Eric Kerfoot et al
10-20-2020	Automating Abnormality Detection in Musculoskeletal Radiographs through Deep Learning by Goodarz Mehr
10-22-2020	AEGIS: A real-time multimodal augmented reality computer vision based system to assist facial expression recognition for individuals with autism spectrum disorder by James Ren Hou Lee et al
10-23-2020	Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation by Taotao Jing Name et al
10-22-2020	Unsupervised deep learning for grading of age-related macular degeneration using retinal fundus images by Baladitya Yellapragada et al
10-23-2020	Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation by Yuxi Li et al
10-22-2020	Zoom on the Keystrokes: Exploiting Video Calls for Keystroke Inference Attacks by Mohd Sabra et al
10-23-2020	Error Bounds of Projection Models in Weakly Supervised 3D Human Pose Estimation by Nikolas Klug et al
10-23-2020	DLDL: Dynamic Label Dictionary Learning via Hypergraph Regularization by Shuai Shao et al
10-22-2020	Contrastive Learning with Adversarial Examples by Chih-Hui Ho et al
10-22-2020	Rethinking the competition between detection and ReID in Multi-Object Tracking by Chao Liang et al
10-23-2020	Tele-operative Robotic Lung Ultrasound Scanning Platform for Triage of COVID-19 Patients by Ryosuke Tsumura et al
10-23-2020	Fusion of Dual Spatial Information for Hyperspectral Image Classification by Puhong Duan et al
10-23-2020	BP-MVSNet: Belief-Propagation-Layers for Multi-View-Stereo by Christian Sormann et al
10-23-2020	Learning Implicit Functions for Topology-Varying Dense 3D Shape Correspondence by Feng Liu et al
10-23-2020	Temporal Attention-Augmented Graph Convolutional Network for Efficient Skeleton-Based Human Action Recognition by Negar Heidari et al
10-22-2020	AdaCrowd: Unlabeled Scene Adaptation for Crowd Counting by Mahesh Kumar Krishna Reddy et al
10-23-2020	CLOUD: Contrastive Learning of Unsupervised Dynamics by Jianren Wang et al
10-23-2020	Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning by Huan Fu et al
10-22-2020	Beyond the Deep Metric Learning: Enhance the Cross-Modal Matching with Adversarial Discriminative Domain Regularization by Li Ren et al
10-23-2020	IPU-Net: Multi Scale Identity-Preserved U-Net for Low Resolution Face Recognition by Vahid Reza Khazaie et al
10-23-2020	Object-aware Feature Aggregation for Video Object Detection by Qichuan Geng et al
10-23-2020	Spherical Harmonics for Shape-Constrained 3D Cell Segmentation by Dennis Eschweiler et al
10-23-2020	Efficient grouping for keypoint detection by Alexey Sidnev et al
10-23-2020	RSKDD-Net: Random Sample-based Keypoint Detector and Descriptor by Fan Lu et al
10-23-2020	ResNet or DenseNet? Introducing Dense Shortcuts to ResNet by Chaoning Zhang et al
10-22-2020	Few-Shot Adaptation of Generative Adversarial Networks by Esther Robb et al
10-23-2020	LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration by Bharat Lal Bhatnagar et al
10-23-2020	Unsupervised Domain Adaptation without Source Data by Casting a BAIT by Shiqi Yang et al
10-22-2020	Keep your Eyes on the Lane: Attention-guided Lane Detection by Lucas Tabelini et al
10-23-2020	The Analysis of Facial Feature Deformation using Optical Flow Algorithm by Dayang Nur Zulhijah Awang Jesemi et al
10-22-2020	Few-shot Image Recognition with Manifolds by Debasmit Das et al
10-22-2020	Tensor Reordering for CNN Compression by Matej Ulicny et al
10-22-2020	Non-convex Super-resolution of OCT images via sparse representation by Gabriele Scrivanti et al
10-22-2020	GPS-Denied Navigation Using SAR Images and Neural Networks by Teresa White et al
10-22-2020	Towards falsifiable interpretability research by Matthew L. Leavitt et al
10-22-2020	AutoPruning for Deep Neural Network with Dynamic Channel Masking by Baopu Li et al
10-22-2020	Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection by Zeyi Huang et al
10-21-2020	Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training by Xiaofeng Liu et al
10-22-2020	GAZED- Gaze-guided Cinematic Editing of Wide-Angle Monocular Video Recordings by K L Bhanu Moorthy et al
10-22-2020	Using Deep Image Priors to Generate Counterfactual Explanations by Vivek Narayanaswamy et al
10-22-2020	CellCycleGAN: Spatiotemporal Microscopy Image Synthesis of Cell Populations using Statistical Shape Models and Conditional GANs by Dennis Bähr et al