2020.12.7 Vision papers

12-01-2020	Low Bandwidth Video-Chat Compression using Deep Generative Models by Maxime Oquab et al
12-03-2020	Patch2Pix: Epipolar-Guided Pixel-Level Correspondences by Qunjie Zhou et al
12-02-2020	Learning Spatial Attention for Face Super-Resolution by Chaofeng Chen et al
12-01-2020	We are More than Our Joints: Predicting how 3D Bodies Move by Yan Zhang et al
12-01-2020	Pre-Trained Image Processing Transformer by Hanting Chen et al
12-01-2020	GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution by Kelvin C. K. Chan et al
12-03-2020	BoxInst: High-Performance Instance Segmentation with Box Annotations by Zhi Tian et al
12-04-2020	A Note on Data Biases in Generative Models by Patrick Esser et al
12-02-2020	Fair Attribute Classification through Latent Space De-biasing by Vikram V. Ramaswamy et al
12-01-2020	6.7ms on Mobile with over 78% ImageNet Accuracy: Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration by Zhengang Li et al
12-02-2020	Motion-based Camera Localization System in Colonoscopy Videos by Heming Yao et al
12-04-2020	Neural Dynamic Policies for End-to-End Sensorimotor Learning by Shikhar Bahl et al
12-01-2020	Fully Convolutional Networks for Panoptic Segmentation by Yanwei Li et al
12-02-2020	Single-shot Path Integrated Panoptic Segmentation by Sukjun Hwang et al
12-03-2020	Dual Refinement Feature Pyramid Networks for Object Detection by Jialiang Ma et al
12-01-2020	Unpaired Image-to-Image Translation via Latent Energy Transport by Yang Zhao et al
12-03-2020	Temporal Pyramid Network for Pedestrian Trajectory Prediction with Multi-Supervision by Rongqin Liang et al
12-04-2020	AuthNet: A Deep Learning based Authentication Mechanism using Temporal Facial Feature Movements by Mohit Raghavendra et al
12-04-2020	Accelerating Road Sign Ground Truth Construction with Knowledge Graph and Machine Learning by Ji Eun Kim et al
12-03-2020	Generator Pyramid for High-Resolution Image Inpainting by Leilei Cao et al
12-03-2020	EVRNet: Efficient Video Restoration on Edge Devices by Sachin Mehta et al
12-03-2020	COVID-CLNet: COVID-19 Detection with Compressive Deep Learning Approaches by Khalfalla Awedat et al
12-02-2020	Siamese Basis Function Networks for Defect Classification by Tobias Schlagenhauf et al
12-03-2020	Explaining Predictions of Deep Neural Classifier via Activation Analysis by Martin Stano et al
12-01-2020	Just Ask: Learning to Answer Questions from Millions of Narrated Videos by Antoine Yang et al
12-03-2020	Deep Learning for Medical Anomaly Detection -- A Survey by Tharindu Fernando et al
12-04-2020	Batch Group Normalization by Xiao-Yun Zhou et al
12-01-2020	DeFMO: Deblurring and Shape Recovery of Fast Moving Objects by Denys Rozumnyi et al
12-04-2020	Towards Natural Robustness Against Adversarial Examples by Haoyu Chu et al
12-04-2020	Multiscale Mesh Deformation Component Analysis with Attention-based Autoencoders by Jie Yang et al
12-04-2020	Photoacoustic Image Reconstruction Beyond Supervised to Compensate Limit-view and Remove Artifacts by Hengrong Lan et al
12-01-2020	fairfaceGAN: Fairness-aware Facial Image-to-Image Translation by Sunhee Hwang et al
12-04-2020	Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations by Nando Metzger et al
12-03-2020	Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images by Ke Yan et al
12-03-2020	Scan2Cap: Context-aware Dense Captioning in RGB-D Scans by Dave Zhenyu Chen et al
12-04-2020	Representation Based Complexity Measures for Predicting Generalization in Deep Learning by Parth Natekar et al
12-04-2020	Deep Learning for Wrist Fracture Detection: Are We There Yet? by Abu Mohammed Raisuddin et al
12-01-2020	Fast Class-wise Updating for Online Hashing by Mingbao Lin et al
12-03-2020	Understanding Guided Image Captioning Performance across Domains by Edwin G. Ng et al
12-04-2020	Rethinking supervised learning: insights from biological learning and from calling it by its name by Alex Hernandez-Garcia
12-03-2020	Detecting Trojaned DNNs Using Counterfactual Attributions by Karan Sikka et al
12-03-2020	Domain Adaptation of Aerial Semantic Segmentation by Ying Chen et al
12-01-2020	SRG-Net: Unsupervised Segmentation for Terracotta Warrior Point Cloud with 3D Pointwise CNN methods by Yao Hu et al
12-01-2020	Farthest sampling segmentation of triangulated surfaces by Victoria Hernández-Mederos et al
12-03-2020	ChartPointFlow for Topology-Aware 3D Point Cloud Generation by Takumi Kimura et al
12-04-2020	Detecting 32 Pedestrian Attributes for Autonomous Vehicles by Taylor Mordan et al
12-01-2020	Counting People by Estimating People Flows by Weizhe Liu et al
12-03-2020	Traffic Surveillance using Vehicle License Plate Detection and Recognition in Bangladesh by Md. Saif Hassan Onim et al
12-01-2020	Semi-Supervised Noisy Student Pre-training on EfficientNet Architectures for Plant Pathology Classification by Sedrick Scott Keh
12-04-2020	Learning Equivariant Representations by Carlos Esteves
12-03-2020	Multicenter Assessment of Augmented Reality Registration Methods for Image-guided Interventions by Ningcheng Li et al
12-01-2020	Multi-level Knowledge Distillation by Fei Ding et al
12-01-2020	Globally Optimal Relative Pose Estimation with Gravity Prior by Yaqing Ding et al
12-03-2020	Self-Supervised VQA: Answering Visual Questions using Images and Captions by Pratyay Banerjee et al
12-04-2020	F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation by Daizong Liu et al
12-04-2020	An Empirical Method to Quantify the Peripheral Performance Degradation in Deep Networks by Calden Wloka et al
12-01-2020	Overcoming the limitations of patch-based learning to detect cancer in whole slide images by Ozan Ciga et al
12-04-2020	Is It a Plausible Colour? UCapsNet for Image Colourisation by Rita Pucci et al
12-04-2020	ID-Reveal: Identity-aware DeepFake Video Detection by Davide Cozzolino et al
12-01-2020	Structured Context Enhancement Network for Mouse Pose Estimation by Feixiang Zhou et al
12-04-2020	Offset Curves Loss for Imbalanced Problem in Medical Segmentation by Ngan Le et al
12-01-2020	One-Pixel Attack Deceives Automatic Detection of Breast Cancer by Joni Korpihalkola et al
12-04-2020	Ultrasound Scatterer Density Classification Using Convolutional Neural Networks by Exploiting Patch Statistics by Ali K. Z. Tehrani et al
12-01-2020	Disentangling Label Distribution for Long-tailed Visual Recognition by Youngkyu Hong et al
12-04-2020	Rethinking movie genre classification with fine grained semantic clustering by Edward Fish et al
12-01-2020	Ultra-low bitrate video conferencing using deep image animation by Goluck Konuko et al
12-04-2020	Learning to Fuse Asymmetric Feature Maps in Siamese Trackers by Wencheng Han et al
12-01-2020	Improving the Transferability of Adversarial Examples with the Adam Optimizer by Heng Yin et al
12-01-2020	Emotion Detection using Image Processing in Python by Raghav Puri et al
12-04-2020	Global Context Aware RCNN for Object Detection by Wenchao Zhang et al
12-01-2020	A Stitching Algorithm for Automated Surface Inspection of Rotationally Symmetric Components by Tobias Schlagenhauf et al
12-01-2020	Robust and Accurate Object Velocity Detection by Stereo Camera for Autonomous Driving by Toru Saito et al
12-01-2020	RAFT-3D: Scene Flow using Rigid-Motion Embeddings by Zachary Teed et al
12-01-2020	A Unified Structure for Efficient RGB and RGB-D Salient Object Detection by Peng Peng et al
12-01-2020	Enabling Fingerprint Presentation Attacks: Fake Fingerprint Fabrication Techniques and Recognition Performance by Christof Kauba et al
12-01-2020	Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification by Yuyang Zhao et al
12-04-2020	Compositionally Generalizable 3D Structure Prediction by Songfang Han et al
12-01-2020	Cross-modal registration using point clouds and graph-matching in the context of correlative microscopies by Stephan Kunne et al
12-01-2020	Boosting the Performance of Semi-Supervised Learning with Unsupervised Clustering by Boaz Lerner et al
12-04-2020	Predicting Emotions Perceived from Sounds by Faranak Abri et al
12-01-2020	Boosting CNN-based primary quantization matrix estimation of double JPEG images via a classification-like architecture by Benedetta Tondi et al
12-04-2020	Spatial-Temporal Alignment Network for Action Recognition and Detection by Junwei Liang et al
12-01-2020	Rethinking Positive Aggregation and Propagation of Gradients in Gradient-based Saliency Methods by Ashkan Khakzar et al
12-03-2020	Optical Wavelength Guided Self-Supervised Feature Learning For Galaxy Cluster Richness Estimate by Gongbo Liang et al
12-01-2020	Facetwise Mesh Refinement for Multi-View Stereo by Andrea Romanoni et al
12-01-2020	Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration by Liyuan Pan et al
12-01-2020	Robustness Out of the Box: Compositional Representations Naturally Defend Against Black-Box Patch Attacks by Christian Cosgrove et al
12-01-2020	Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification by Youngwan Lee et al
12-01-2020	Minimal Solutions for Panoramic Stitching Given Gravity Prior by Yaqing Ding et al
12-03-2020	Scale-aware Insertion of Virtual Objects in Monocular Videos by Songhai Zhang et al
12-03-2020	Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking by Fatemeh Saleh et al
12-04-2020	Practical No-box Adversarial Attacks against DNNs by Qizhang Li et al
12-04-2020	Few-shot Image Generation with Elastic Weight Consolidation by Yijun Li et al
12-01-2020	HORAE: an annotated dataset of books of hours by Mélodie Boillet et al
12-04-2020	Hierarchical Semantic Aggregation for Contrastive Representation Learning by Haohang Xu et al
12-04-2020	SMPLy Benchmarking 3D Human Pose Estimation in the Wild by Vincent Leroy et al
12-04-2020	SAFFIRE: System for Autonomous Feature Filtering and Intelligent ROI Estimation by Marco Boschi et al
12-01-2020	Weakly-Supervised Arbitrary-Shaped Text Detection with Expectation-Maximization Algorithm by Mengbiao Zhao et al
12-04-2020	Prediction of Lane Number Using Results From Lane Detection by Panumate Chetprayoon et al
12-04-2020	Boosting offline handwritten text recognition in historical documents with few labeled lines by José Carlos Aradillas et al
12-04-2020	Super-Selfish: Self-Supervised Learning onImages with PyTorch by Nicolas Wagner et al
12-04-2020	A high performance approach to detecting small targets in long range low quality infrared videos by Chiman Kwan et al
12-04-2020	Multi-Scale 2D Temporal Adjacent Networks for Moment Localization with Natural Language by Songyang Zhang et al
12-04-2020	Statistical inference of the inter-sample Dice distribution for discriminative CNN brain lesion segmentation models by Kevin Raina
12-04-2020	Isometric Multi-Shape Matching by Maolin Gao et al
12-03-2020	DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature Aggregation by Dongfang Liu et al
12-04-2020	Towards Good Practices of U-Net for Traffic Forecasting by Jingwei Xu et al
12-04-2020	XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors by Cheng Peng et al
12-04-2020	PeR-ViS: Person Retrieval in Video Surveillance using Semantic Description by Parshwa Shah et al
12-04-2020	Effective Label Propagation for Discriminative Semi-Supervised Domain Adaptation by Zhiyong Huang et al
12-04-2020	How Many Annotators Do We Need? -- A Study on the Influence of Inter-Observer Variability on the Reliability of Automatic Mitotic Figure Assessment by Frauke Wilm et al
12-01-2020	CycleGAN without checkerboard artifacts for counter-forensics of fake-image detection by Takayuki Osakabe et al
12-01-2020	Decomposition, Compression, and Synthesis (DCS)-based Video Coding: A Neural Exploration via Resolution-Adaptive Learning by Ming Lu et al
12-01-2020	Unsupervised Part Discovery via Feature Alignment by Mengqi Guo et al
12-01-2020	Learning Disentangled Latent Factors from Paired Data in Cross-Modal Retrieval: An Implicit Identifiable VAE Approach by Minyoung Kim et al
12-03-2020	CIT-GAN: Cyclic Image Translation Generative Adversarial Network With Application in Iris Presentation Attack Detection by Shivangi Yadav et al