2019.04.07 CS Vision papers

04-02-2019		HoloGAN: Unsupervised learning of 3D representations from natural images by Thu Nguyen-Phuoc et al
04-04-2019		A Learned Representation for Scalable Vector Graphics by Raphael Gontijo Lopes et al
04-03-2019		Image Generation from Small Datasets via Batch Statistics Adaptation by Atsuhiro Noguchi et al
04-03-2019		StereoDRNet: Dilated Residual Stereo Net by Rohan Chabra et al
04-02-2019		Exploring Randomly Wired Neural Networks for Image Recognition by Saining Xie et al
04-03-2019		Hyperbolic Image Embeddings by Valentin Khrulkov et al
04-03-2019		PaintBot: A Reinforcement Learning Approach for Natural Media Painting by Biao Jia et al
04-03-2019		Deep Landscape Features for Improving Vector-borne Disease Prediction by Nabeel Abdur Rehman et al
04-03-2019		Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning by Shichen Liu et al
04-04-2019		A Robust Learning Approach to Domain Adaptive Object Detection by Mehran Khodabandeh et al
04-02-2019		Monocular 3D Object Detection Leveraging Accurate Proposals and Shape Reconstruction by Jason Ku et al
04-03-2019		Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations by Fred Hohman et al
04-03-2019		VideoBERT: A Joint Model for Video and Language Representation Learning by Chen Sun et al
04-03-2019		Decomposing Temperature Time Series with Non-Negative Matrix Factorization by Peter Weiderer et al
04-04-2019		Generalizing discrete convolutions for unstructured point clouds by Alexandre Boulch
04-03-2019		DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation by Hanchao Li et al
04-03-2019		Constrained Generative Adversarial Networks for Interactive Image Generation by Eric Heim
04-02-2019		FaceQnet: Quality Assessment for Face Recognition based on Deep Learning by Javier Hernandez-Ortega et al
04-04-2019		Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection by Dong Gong et al
04-03-2019		3D-BEVIS: Birds-Eye-View Instance Segmentation by Cathrin Elich et al
04-04-2019		T-Net: Parametrizing Fully Convolutional Nets with a Single High-Order Tensor by Jean Kossaifi et al
04-04-2019		Clinically Accurate Chest X-Ray Report Generation by Guanxiong Liu et al
04-02-2019		A Dataset for Semantic Segmentation of Point Cloud Sequences by Jens Behley et al
04-04-2019		Template-Based Automatic Search of Compact Semantic Segmentation Architectures by Vladimir Nekrasov et al
04-03-2019		Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer by Xinyuan Chen et al
04-03-2019		Towards a Robust Aerial Cinematography Platform: Localizing and Tracking Moving Targets in Unstructured Environments by Rogerio Bonatti et al
04-03-2019		Linearly Converging Quasi Branch and Bound Algorithms for Global Rigid Registration by Nadav Dym et al
04-04-2019		Lightweight Image Super-Resolution with Adaptive Weighted Learning Network by Chaofeng Wang et al
04-03-2019		Revisiting Visual Grounding by Erik Conser et al
04-02-2019		Event-Based Motion Segmentation by Motion Compensation by Timo Stoffregen et al
04-02-2019		MVX-Net: Multimodal VoxelNet for 3D Object Detection by Vishwanath A. Sindagi et al
04-04-2019		Signal-to-Noise Ratio: A Robust Distance Metric for Deep Metric Learning by Tongtong Yuan et al
04-02-2019		Boosting segmentation with weak supervision from image-to-image translation by Eugene Vorontsov et al
04-04-2019		Siamese Encoding and Alignment by Multiscale Learning with Self-Supervision by Eric Mitchell et al
04-03-2019		Continuous Direct Sparse Visual Odometry from RGB-D Images by Maani Ghaffari et al
04-03-2019		A Training-free, One-shot Detection Framework For Geospatial Objects In Remote Sensing Images by Tengfei Zhang et al
04-03-2019		Semantics-Aware Image to Image Translation and Domain Transfer by Pravakar Roy et al
04-04-2019		Noise-Level Estimation from Single Color Image Using Correlations Between Textures in RGB Channels by Akihiro Nakamura et al
04-03-2019		DADA: Depth-aware Domain Adaptation in Semantic Segmentation by Tuan-Hung Vu et al
04-04-2019		Resource Efficient 3D Convolutional Neural Networks by Okan Köpüklü et al
04-02-2019		Point in, Box out: Beyond Counting Persons in Crowds by Yuting Liu et al
04-02-2019		Towards Human Body-Part Learning for Model-Free Gait Recognition by Imad Rida
04-04-2019		Neural Models of the Psychosemantics of `Most by Lewis O'Sullivan et al
04-04-2019		Libra R-CNN: Towards Balanced Learning for Object Detection by Jiangmiao Pang et al
04-02-2019		Looking back at Labels: A Class based Domain Adaptation Technique by Vinod Kumar Kurmi et al
04-02-2019		FCOS: Fully Convolutional One-Stage Object Detection by Zhi Tian et al
04-03-2019		Modified Distribution Alignment for Domain Adaptation with Pre-trainedInception ResNet by Youshan Zhang et al
04-03-2019		Feature Pyramid Hashing by Yifan Yang et al
04-04-2019		An End-to-End Baseline for Video Captioning by Silvio Olivastri et al
04-04-2019		Multi-View Intact Space Learning by Chang Xu et al
04-02-2019		Peak Alignment of GC-MS Data with Deep Learning by Mike Li et al
04-02-2019		Easy Transfer Learning By Exploiting Intra-domain Structures by Jindong Wang et al
04-03-2019		Cost-Sensitive Feature Selection by Optimizing F-Measures by Meng Liu et al
04-02-2019		A Strong Baseline for Domain Adaptation and Generalization in Medical Imaging by Li Yao et al
04-04-2019		YOLACT: Real-time Instance Segmentation by Daniel Bolya et al
04-04-2019		MMED: A Multi-domain and Multi-modality Event Dataset by Zhenguo Yan et al
04-03-2019		Unpaired Thermal to Visible Spectrum Transfer using Adversarial Training by Adam Nyberg et al
04-02-2019		FEAFA: A Well-Annotated Dataset for Facial Expression Analysis and 3D Facial Animation by Yanfu Yan et al
04-02-2019		Good News, Everyone! Context driven entity-aware captioning for news images by Ali Furkan Biten et al
04-04-2019		Inferring Dynamic Representations of Facial Actions from a Still Image by Siyang Song et al
04-02-2019		Identifying disease-free chest X-ray images with deep transfer learning by Ken C. L. Wong et al
04-04-2019		Unsupervised Learning of Eye Gaze Representation from the Web by Neeru Dubey et al
04-02-2019		Sequential Adaptive Design for Jump Regression Estimation by Chiwoo Park et al
04-03-2019		Comparison Network for One-Shot Conditional Object Detection by Tengfei Zhang et al
04-03-2019		Do not Omit Local Minimizer: a Complete Solution for Pose Estimation from 3D Correspondences by Lipu Zhou et al
04-03-2019		Improved Inference via Deep Input Transfer by Saied Asgari Taghanaki et al
04-04-2019		Spatiotemporal CNN for Video Object Segmentation by Kai Xu et al
04-04-2019		Estimating 3D Motion and Forces of Person-Object Interactions from Monocular Video by Zongmian Li et al
04-04-2019		Deep Multi-scale Discriminative Networks for Double JPEG Compression Forensics by Cheng Deng et al
04-02-2019		A PCA-like Autoencoder by Saïd Ladjal et al
04-04-2019		On Direct Distribution Matching for Adapting Segmentation Networks by Georg Pichler et al
04-02-2019		Aiding Intra-Text Representations with Visual Context for Multimodal Named Entity Recognition by Omer Arshad et al
04-02-2019		Deep Learning for Face Recognition: Pride or Prejudiced? by Shruti Nagpal et al
04-03-2019		Stacked Semantic-Guided Network for Zero-Shot Sketch-Based Image Retrieval by Hao Wang et al
04-04-2019		DeCaFA: Deep Convolutional Cascade for Face Alignment In The Wild by Arnaud Dapogny et al
04-04-2019		Architecture Search of Dynamic Cells for Semantic Video Segmentation by Vladimir Nekrasov et al
04-04-2019		Segmentation of the Prostatic Gland and the Intraprostatic Lesions on Multiparametic MRI Using Mask-RCNN by Zhenzhen Dai et al
04-03-2019		Beyond Tracking: Selecting Memory and Refining Poses for Deep Visual Odometry by Fei Xue et al
04-04-2019		Sampling Limits for Electron Tomography with Sparsity-exploiting Reconstructions by Yi Jiang et al
04-04-2019		Blind Visual Motif Removal from a Single Image by Amir Hertz et al
04-03-2019		A Comparative Study on Hierarchical Navigable Small World Graphs by Peng-Cheng Lin et al
04-04-2019		Deep Multi-class Adversarial Specularity Removal by John Lin et al
04-02-2019		Automatic Left Atrial Appendage Orifice Detection for Preprocedural Planning of Appendage Closure by Walid Abdullah Al et al
04-03-2019		Super accurate low latency object detection on a surveillance UAV by Maarten Vandersteegen et al
04-02-2019		Multigrid Predictive Filter Flow for Unsupervised Learning on Videos by Shu Kong et al
04-02-2019		A Simple and Robust Convolutional-Attention Network for Irregular Text Recognition by Peng Wang et al
04-03-2019		Conditional Adversarial Generative Flow for Controllable Image Synthesis by Rui Liu et al
04-02-2019		DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis by Minfeng Zhu et al
04-04-2019		Assessment of Faster R-CNN in Man-Machine collaborative search by Arturo Deza et al
04-03-2019		Target-Aware Deep Tracking by Xin Li et al
04-02-2019		Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking by Saurabh Sharma et al
04-03-2019		FatSegNet : A Fully Automated Deep Learning Pipeline for Adipose Tissue Segmentation on Abdominal Dixon MRI by Santiago Estrada et al
04-05-2019		Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning by Oleksiy Ostapenko et al
04-04-2019		UU-Nets Connecting Discriminator and Generator for Image to Image Translation by Wu Jionghao
04-04-2019		3D Face Reconstruction Using Color Photometric Stereo with Uncalibrated Near Point Lights by Zhang Chen et al
04-04-2019		Towards 3D Human Shape Recovery Under Clothing by Xin Chen et al
04-02-2019		SADIH: Semantic-Aware DIscrete Hashing by Zheng Zhang et al
04-02-2019		Fully Using Classifiers for Weakly Supervised Semantic Segmentation with Modified Cues by Ting Sun et al
04-05-2019		Branched Multi-Task Networks: Deciding What Layers To Share by Simon Vandenhende et al
04-04-2019		Generic Multiview Visual Tracking by Minye Wu et al
04-03-2019		M2KD: Multi-model and Multi-level Knowledge Distillation for Incremental Learning by Peng Zhou et al
04-04-2019		Deep Learning-based Universal Beamformer for Ultrasound Imaging by Shujaat Khan et al
04-04-2019		Learning Implicit Generative Models by Matching Perceptual Features by Cicero Nogueira dos Santos et al
04-02-2019		Correlated Parameters to Accurately Measure Uncertainty in Deep Neural Networks by Konstantin Posch et al
04-02-2019		Non-Rigid Point Set Registration Networks by Lingjing Wang et al
04-05-2019		What Object Should I Use? - Task Driven Object Detection by Johann Sawatzky et al
04-04-2019		DeceptionNet: Network-Driven Domain Randomization by Sergey Zakharov et al
04-04-2019		Geometry of the Hough transforms with applications to synthetic data by Mauro C. Beltrametti et al
04-04-2019		Algebraic Characterization of Essential Matrices and Their Averaging in Multiview Settings by Yoni Kasten et al
04-03-2019		GFF: Gated Fully Fusion for Semantic Segmentation by Xiangtai Li et al
04-03-2019		Learning Context Graph for Person Search by Yichao Yan et al
04-03-2019		Multi-layered Spiking Neural Network with Target Timestamp Threshold Adaptation and STDP by Pierre Falez et al
04-05-2019		Controlling Neural Networks via Energy Dissipation by Michael Moeller et al
04-02-2019		DSAL-GAN: Denoising based Saliency Prediction with Generative Adversarial Networks by Prerana Mukherjee et al
04-03-2019		Point Cloud Oversegmentation with Graph-Structured Deep Metric Learning by Loic Landrieu et al
04-02-2019		Adversarial Attacks against Deep Saliency Models by Zhaohui Che et al
04-02-2019		Sparse Bounded Degree Sum of Squares Optimization for Certifiably Globally Optimal Rotation Averaging by Matthew Giamou et al
04-03-2019		Exploring the Semantics for Visual Relationship Detection by Wentong Liao et al
04-02-2019		Cross-Entropy Adversarial View Adaptation for Person Re-identification by Lin Wu et al
04-05-2019		Learning to Adapt for Stereo by Alessio Tonioni et al
04-03-2019		D22-City: A Large-Scale Dashcam Video Dataset of Diverse Traffic Scenarios by Zhengping Che et al
04-03-2019		Character Region Awareness for Text Detection by Youngmin Baek et al
04-03-2019		Patchwork: A Patch-wise Attention Network for Efficient Object Detection and Segmentation in Video Streams by Yuning Chai
04-02-2019		A Benchmark for Edge-Preserving Image Smoothing by Feida Zhu et al
04-05-2019		Unsupervised Image Matching and Object Discovery as Optimization by Huy V. Vo et al
04-02-2019		Finding and Visualizing Weaknesses of Deep Reinforcement Learning Agents by Christian Rupprecht et al
04-04-2019		Video Classification with Channel-Separated Convolutional Networks by Du Tran et al
04-03-2019		Semantic Bilinear Pooling for Fine-Grained Recognition by Xinjie Li et al
04-05-2019		Blind Deconvolution Microscopy Using Cycle Consistent CNN with Explicit PSF Layer by Sungjun Lim et al
04-02-2019		Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset by Tianyu Wang et al
04-04-2019		Learning to Cluster Faces on an Affinity Graph by Lei Yang et al
04-05-2019		Snap and Find: Deep Discrete Cross-domain Garment Image Retrieval by Yadan Luo et al
04-03-2019		SFNet: Learning Object-aware Semantic Correspondence by Junghyup Lee et al
04-02-2019		Metric-Learning based Deep Hashing Network for Content Based Retrieval of Remote Sensing Images by Subhankar Roy et al
04-02-2019		Activity Driven Weakly Supervised Object Detection by Zhenheng Yang et al
04-02-2019		Camera Adversarial Transfer for Unsupervised Person Re-Identification by Guillaume Delorme et al
04-02-2019		Semantics Disentangling for Text-to-Image Generation by Guojun Yin et al
04-03-2019		Interpreting Adversarial Examples by Activation Promotion and Suppression by Kaidi Xu et al
04-05-2019		Multiphase Level-Set Loss for Semi-Supervised and Unsupervised Segmentation with Deep Learning by Boah Kim et al
04-05-2019		Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours by Dimitrios Stamoulis et al
04-02-2019		Fast Bayesian Restoration of Poisson Corrupted Images with INLA by Takahiro Kawashima et al
04-02-2019		Evaluation of the Spatio-Temporal features and GAN for Micro-expression Recognition System by Sze-Teng Liong et al
04-02-2019		Progressive LiDAR Adaptation for Road Detection by Zhe Chen et al
04-04-2019		FLightNNs: Lightweight Quantized Deep Neural Networks for Fast and Accurate Inference by Ruizhou Ding et al
04-05-2019		High-level Semantic Feature Detection:A New Perspective for Pedestrian Detection by Wei Liu et al
04-02-2019		Cooperative Embeddings for Instance, Attribute and Category Retrieval by William Thong et al
04-03-2019		Hybrid Cosine Based Convolutional Neural Networks by Adrià Ciurana et al
04-03-2019		Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification by Zhun Zhong et al
04-02-2019		Guided Super-Resolution as a Learned Pixel-to-Pixel Transformation by Riccardo de Lutio et al
04-03-2019		Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation by Shanshan Zhao et al
04-05-2019		Evading Defenses to Transferable Adversarial Examples by Translation-Invariant Attacks by Yinpeng Dong et al
04-03-2019		A Comprehensive Overhaul of Feature Distillation by Byeongho Heo et al
04-02-2019		Hierarchical method for cataract grading based on retinal images using improved Haar wavelet by Lvchen Cao et al
04-03-2019		Learning for Multi-Type Subspace Clustering by Xun Xu et al
04-02-2019		3DRegNet: A Deep Neural Network for 3D Point Registration by G. Dias Pais et al
04-02-2019		Effective Aesthetics Prediction with Multi-level Spatially Pooled Features by Vlad Hosu et al
04-04-2019		Deep Tree Learning for Zero-shot Face Anti-Spoofing by Yaojie Liu et al
04-03-2019		Correlation Congruence for Knowledge Distillation by Baoyun Peng et al
04-05-2019		Fast Spatio-Temporal Residual Network for Video Super-Resolution by Sheng Li et al
04-02-2019		Deep Policy Hashing Network with Listwise Supervision by Shaoying Wang et al
04-03-2019		Unsupervised Deep Tracking by Ning Wang et al
04-05-2019		Detecting Human-Object Interactions via Functional Generalization by Ankan Bansal et al
04-03-2019		MAVNet: an Effective Semantic Segmentation Micro-Network for MAV-based Tasks by Ty Nguyen et al
04-04-2019		Regularizing Activation Distribution for Training Binarized Deep Networks by Ruizhou Ding et al
04-04-2019		VQD: Visual Query Detection in Natural Scenes by Manoj Acharya et al
04-02-2019		Context and Attribute Grounded Dense Captioning by Guojun Yin et al
04-02-2019		Vehicle Re-identification in Aerial Imagery: Dataset and Approach by Peng Wang et al
04-05-2019		Semantic Attribute Matching Networks by Seungryong Kim et al
04-05-2019		HomebrewedDB: RGB-D Dataset for 6D Pose Estimation of 3D Objects by Roman Kaskman et al
04-04-2019		A Regularization Approach for Instance-Based Superset Label Learning by Chen Gong et al
04-05-2019		Weakly Supervised Action Segmentation Using Mutual Consistency by Yaser Souri et al
04-05-2019		Deep Learning Under the Microscope: Improving the Interpretability of Medical Imaging Neural Networks by Magdalini Paschali et al
04-05-2019		Actively Seeking and Learning from Live Data by Damien Teney et al
04-05-2019		Point-to-Point Video Generation by Tsun-Hsuan Wang et al
04-05-2019		Deep Predictive Video Compression with Bi-directional Prediction by Woonsung Park et al
04-03-2019		ICface: Interpretable and Controllable Face Reenactment Using GANs by Soumya Tripathy et al
04-03-2019		CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth by Jose M. Facil et al
04-02-2019		End-to-End Visual Speech Recognition for Small-Scale Datasets by Stavros Petridis et al
04-04-2019		Crowd Transformer Network by Viresh Ranjan et al
04-05-2019		Relation-Aware Global Attention by Zhizheng Zhang et al
04-05-2019		Learning Task Relatedness in Multi-Task Learning for Images in Context by Gjorgji Strezoski et al
04-04-2019		A Hybrid Approach with Optimization and Metric-based Meta-Learner for Few-Shot Learning by Duo Wang et al
04-04-2019		Biometric Fish Classification of Temperate Species Using Convolutional Neural Network with Squeeze-and-Excitation by Erlend Olsvik et al
04-05-2019		3D LiDAR and Stereo Fusion using Stereo Matching Network with Conditional Cost Volume Normalization by Tsun-Hsuan Wang et al
04-05-2019		3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation by Magdalini Paschali et al
04-05-2019		Leaf segmentation through the classification of edges by Jonathan Bell et al
04-03-2019		A Visual Neural Network for Robust Collision Perception in Vehicle Driving Scenarios by Qinbing Fu et al
04-03-2019		CubiCasa5K: A Dataset and an Improved Multi-Task Model for Floorplan Image Analysis by Ahti Kalervo et al
04-03-2019		Towards Computational Models and Applications of Insect Visual Systems for Motion Perception: A Review by Qinbing Fu et al
04-03-2019		Estimating Chlorophyll a Concentrations of Several Inland Waters with Hyperspectral Data and Machine Learning Models by Philipp M. Maier et al
04-04-2019		Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model For Hyperspectral Image Classification by Cheng Deng et al
04-05-2019		Dense Haze: A benchmark for image dehazing with dense-haze and haze-free images by Codruta O. Ancuti et al
04-03-2019		What is wrong with scene text recognition model comparisons? dataset and model analysis by Jeonghun Baek et al
04-05-2019		Radiotherapy Target Contouring with Convolutional Gated Graph Neural Network by Chun-Hung Chao et al
04-05-2019		SDC - Stacked Dilated Convolution: A Unified Descriptor Network for Dense Matching Tasks by René Schuster et al
04-05-2019		Comparative Analysis of Automatic Skin Lesion Segmentation with Two Different Implementations by Md. Kamrul Hasan et al
04-05-2019		Spatial Shortcut Network for Human Pose Estimation by Te Qi et al
04-02-2019		FKIMNet: A Finger Dorsal Image Matching Network Comparing Component (Major, Minor and Nail) Matching with Holistic (Finger Dorsal) Matching by Daksh Thapar et al
04-05-2019		Automatic detection of lesion load change in Multiple Sclerosis using convolutional neural networks with segmentation confidence by Richard McKinley et al
04-05-2019		Moving Object Detection under Discontinuous Change in Illumination Using Tensor Low-Rank and Invariant Sparse Decomposition by Moein Shakeri et al