2019.06.16 Vision papers

06-13-2019	The Replica Dataset: A Digital Replica of Indoor Spaces by Julian Straub et al
06-12-2019	Visual Wake Words Dataset by Aakanksha Chowdhery et al
06-13-2019	Deep Reinforcement Learning for Industrial Insertion Tasks with Visual Inputs and Natural Rewards by Gerrit Schoettler et al
06-11-2019	Data-Free Quantization through Weight Equalization and Bias Correction by Markus Nagel et al
06-11-2019	Visual Relationships as Functions: Enabling Few-Shot Scene Graph Prediction by Apoorva Dornadula et al
06-13-2019	Detecting Photoshopped Faces by Scripting Photoshop by Sheng-Yu Wang et al
06-12-2019	Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification by Chia-Wen Kuo et al
06-13-2019	Slim DensePose: Thrifty Learning from Sparse Annotations and Motion Cues by Natalia Neverova et al
06-13-2019	Understanding Human Context in 3D Scenes by Learning Spatial Affordances with Virtual Skeleton Models by Lasitha Piyathilaka et al
06-12-2019	Eye Contact Correction using Deep Neural Networks by Leo F. Isikdogan et al
06-13-2019	Contrastive Multiview Coding by Yonglong Tian et al
06-12-2019	Evaluation of Dataflow through layers of Deep Neural Networks in Classification and Regression Problems by Ahmad Kalhor et al
06-12-2019	Image-Adaptive GAN based Reconstruction by Shady Abu Hussein et al
06-12-2019	Topology-Preserving Deep Image Segmentation by Xiaoling Hu et al
06-13-2019	c+c+GAN: Complementary Fashion Item Recommendation by Sudhir Kumar et al
06-12-2019	Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space by lkay Oksuz et al
06-12-2019	GANPOP: Generative Adversarial Network Prediction of Optical Properties from Single Snapshot Wide-field Images by Mason T. Chen et al
06-13-2019	Robust and interpretable blind image denoising via bias-free convolutional neural networks by Sreyas Mohan et al
06-11-2019	Shapes and Context: In-the-Wild Image Synthesis & Manipulation by Aayush Bansal et al
06-12-2019	Copulas as High-Dimensional Generative Models: Vine Copula Autoencoders by Natasa Tagasovska et al
06-12-2019	CoopSubNet: Cooperating Subnetwork for Data-Driven Regularization of Deep Networks under Limited Training Budgets by Riddhish Bhalodia et al
06-13-2019	The iMaterialist Fashion Attribute Dataset by Sheng Guo et al
06-11-2019	Weakly-supervised Compositional FeatureAggregation for Few-shot Recognition by Ping Hu et al
06-13-2019	Grid R-CNN Plus: Faster and Better by Xin Lu et al
06-13-2019	Egocentric affordance detection with the one-shot geometry-driven Interaction Tensor by Eduardo Ruiz et al
06-12-2019	Assisted Excitation of Activations: A Learning Technique to Improve Object Detectors by Mohammad Mahdi Derakhshani et al
06-13-2019	Contrastive Bidirectional Transformer for Temporal Representation Learning by Chen Sun et al
06-13-2019	A Computationally Efficient Method for Defending Adversarial Deep Learning Attacks by Rajeev Sahay et al
06-13-2019	Deep Variational Networks with Exponential Weighting for Learning Computed Tomography by Valery Vishnevskiy et al
06-11-2019	Edge-Direct Visual Odometry by Kevin Christensen et al
06-13-2019	An image-driven machine learning approach to kinetic modeling of a discontinuous precipitation reaction by Elizabeth Kautz et al
06-11-2019	Using Small Proxy Datasets to Accelerate Hyperparameter Search by Sam Shleifer et al
06-12-2019	Unsupervised Monocular Depth and Ego-motion Learning with Structure and Semantics by Vincent Casser et al
06-12-2019	HPLFlowNet: Hierarchical Permutohedral Lattice FlowNet for Scene Flow Estimation on Large-scale Point Clouds by Xiuye Gu et al
06-13-2019	Unsupervised Image Noise Modeling with Self-Consistent GAN by Hanshu Yan et al
06-13-2019	Amur Tiger Re-identification in the Wild by Shuyuan Li et al
06-11-2019	Privacy-Preserving Deep Visual Recognition: An Adversarial Learning Framework and A New Dataset by Haotao Wang et al
06-13-2019	Learning Spatio-Temporal Representation with Local and Global Diffusion by Zhaofan Qiu et al
06-13-2019	S3: A Spectral-Spatial Structure Loss for Pan-Sharpening Networks by Jae-Seok Choi et al
06-13-2019	MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data by Jingliang Hu et al
06-13-2019	Training Image Estimators without Image Ground-Truth by Zhihao Xia et al
06-12-2019	The Herbarium Challenge 2019 Dataset by Kiat Chuan Tan et al
06-13-2019	Generating and Exploiting Probabilistic Monocular Depth Estimates by Zhihao Xia et al
06-12-2019	Boosting Few-Shot Visual Learning with Self-Supervision by Spyros Gidaris et al
06-13-2019	Show, Match and Segment: Joint Learning of Semantic Matching and Object Co-segmentation by Yun-Chun Chen et al
06-13-2019	Illuminant Chromaticity Estimation from Interreflections by Eytan Lifshitz et al
06-13-2019	Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis by Kumar Abhishek et al
06-12-2019	DeepSquare: Boosting the Learning Power of Deep Convolutional Neural Networks with Elementwise Square Operators by Sheng Chen et al
06-14-2019	Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification by Christoph Haarburger et al
06-11-2019	Generative adversarial network for segmentation of motion affected neonatal brain MRI by N. Khalili et al
06-13-2019	2D Attentional Irregular Scene Text Recognizer by Pengyuan Lyu et al
06-11-2019	Scale Invariant Fully Convolutional Network: Detecting Hands Efficiently by Dan Liu et al
06-11-2019	NAS-FCOS: Fast Neural Architecture Search for Object Detection by Ning Wang et al
06-14-2019	Towards Compact and Robust Deep Neural Networks by Vikash Sehwag et al
06-14-2019	R2D2: Reliable and Repeatable Detectors and Descriptors for Joint Sparse Keypoint Detection and Local Feature Extraction by Jerome Revaud et al
06-14-2019	Model Agnostic Dual Quality Assessment for Adversarial Machine Learning and an Analysis of Current Neural Networks and Defenses by Danilo Vasconcellos Vargas et al
06-11-2019	Task-Aware Deep Sampling for Feature Generation by Xin Wang et al
06-11-2019	Suppressing Model Overfitting for Image Super-Resolution Networks by Ruicheng Feng et al
06-12-2019	Continual and Multi-Task Architecture Search by Ramakanth Pasunuru et al
06-11-2019	BasisConv: A method for compressed representation and learning in CNNs by Muhammad Tayyab et al
06-11-2019	Automatic brain tissue segmentation in fetal MRI using convolutional neural networks by N. Khalili et al
06-11-2019	3-D Surface Segmentation Meets Conditional Random Fields by Leixin Zhou et al
06-12-2019	Non-Parametric Calibration for Classification by Jonathan Wenger et al
06-14-2019	A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation by Robin Brügger et al
06-12-2019	Pose from Shape: Deep Pose Estimation for Arbitrary 3D Objects by Yang Xiao et al
06-11-2019	Simultaneously Learning Architectures and Features of Deep Neural Networks by Tinghuai Wang et al
06-11-2019	Subspace Attack: Exploiting Promising Subspaces for Query-Efficient Black-box Attacks by Ziang Yan et al
06-11-2019	Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval by Yale Song et al
06-11-2019	Few-Shot Point Cloud Region Annotation with Human in the Loop by Siddhant Jain et al
06-13-2019	Learning to Forget for Meta-Learning by Sungyong Baik et al
06-11-2019	On Stabilizing Generative Adversarial Training with Noise by Simon Jenni et al
06-12-2019	Vispi: Automatic Visual Perception and Interpretation of Chest X-rays by Xin Li et al
06-14-2019	Copy and Paste: A Simple But Effective Initialization Method for Black-Box Adversarial Attacks by Thomas Brunner et al
06-12-2019	Pay Attention to Convolution Filters: Towards Fast and Accurate Fine-Grained Transfer Learning by Xiangxi Mo et al
06-13-2019	Multigrid Neural Memory by Tri Huynh et al
06-11-2019	Learning robust visual representations using data augmentation invariance by Alex Hernández-García et al
06-11-2019	Rethinking Person Re-Identification with Confidence by George Adaimi et al
06-12-2019	Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection by Changhee Han et al
06-12-2019	Indoor image representation by high-level semantic features by Chiranjibi Sitaula et al
06-11-2019	Gated CRF Loss for Weakly Supervised Semantic Image Segmentation by Anton Obukhov et al
06-11-2019	On Single Source Robustness in Deep Fusion Models by Taewan Kim et al
06-11-2019	Joint 3D Localization and Classification of Space Debris using a Multispectral Rotating Point Spread Function by Chao Wang et al
06-11-2019	Solving Large-Scale 0-1 Knapsack Problems and its Application to Point Cloud Resampling by Duanshun Li et al
06-11-2019	Cross-Modal Relationship Inference for Grounding Referring Expressions by Sibei Yang et al
06-13-2019	Cross-View Policy Learning for Street Navigation by Ang Li et al
06-12-2019	Presence-Only Geographical Priors for Fine-Grained Image Classification by Oisin Mac Aodha et al
06-13-2019	Scalable Neural Architecture Search for 3D Medical Image Segmentation by Sungwoong Kim et al
06-11-2019	`Project & Excite Modules for Segmentation of Volumetric Medical Scans by Anne-Marie Rickmann et al
06-14-2019	A Signal Propagation Perspective for Pruning Neural Networks at Initialization by Namhoon Lee et al
06-11-2019	Compressive Hyperspherical Energy Minimization by Rongmei Lin et al
06-12-2019	Semi-Supervised Exploration in Image Retrieval by Cheng Chang et al
06-12-2019	CDPM: Convolutional Deformable Part Models for Person Re-identification by Kan Wang et al
06-11-2019	Recurrent U-Net for Resource-Constrained Segmentation by Wei Wang et al
06-14-2019	Towards End-to-End Text Spotting in Natural Scenes by Hui Li et al
06-12-2019	Handwritten Text Segmentation via End-to-End Learning of Convolutional Neural Network by Junho Jo et al
06-14-2019	A Survey on Deep Learning Architectures for Image-based Depth Reconstruction by Hamid Laga
06-11-2019	Single Image Blind Deblurring Using Multi-Scale Latent Structure Prior by Yuanchao Bai et al
06-11-2019	Adaptive Navigation Scheme for Optimal Deep-Sea Localization Using Multimodal Perception Cues by Arturo Gomez Chavez et al
06-13-2019	Semantics to Space(S2S): Embedding semantics into spatial space for zero-shot verb-object query inferencing by Sungmin Eum et al
06-11-2019	Different Approaches for Human Activity Recognition: A Survey by Zawar Hussain et al
06-11-2019	A Novel Cost Function for Despeckling using Convolutional Neural Networks by Giampaolo Ferraioli et al
06-14-2019	Efficient N-Dimensional Convolutions via Higher-Order Factorization by Jean Kossaifi et al
06-14-2019	Global and Local Interpretability for Cardiac MRI Classification by James R. Clough et al
06-13-2019	Divide and Conquer the Embedding Space for Metric Learning by Artsiom Sanakoyeu et al
06-12-2019	Recognizing Manipulation Actions from State-Transformations by Nachwa Aboubakr et al
06-12-2019	Differential Imaging Forensics by Aurélien Bourquard et al
06-12-2019	LAEO-Net: revisiting people Looking At Each Other in videos by Manuel J. Marin-Jimenez et al
06-12-2019	Stereoscopic Omnidirectional Image Quality Assessment Based on Predictive Coding Theory by Zhibo Chen et al
06-14-2019	Connecting Touch and Vision via Cross-Modal Prediction by Yunzhu Li et al
06-13-2019	Image Captioning: Transforming Objects into Words by Simao Herdade et al
06-12-2019	LED2Net: Deep Illumination-aware Dehazing with Low-light and Detail Enhancement by Guisik Kim et al
06-13-2019	Stand-Alone Self-Attention in Vision Models by Prajit Ramachandran et al
06-12-2019	Towards Real-Time Head Pose Estimation: Exploring Parameter-Reduced Residual Networks on In-the-wild Datasets by Ines Rieger et al
06-11-2019	iProStruct2D: Identifying protein structural classes by deep learning via 2D representations by Loris Nanni et al
06-12-2019	High Accuracy Classification of White Blood Cells using TSLDA Classifier and Covariance Features by Hamed Talebi et al
06-11-2019	TW-SMNet: Deep Multitask Learning of Tele-Wide Stereo Matching by Mostafa El-Khamy et al
06-11-2019	Mimic and Fool: A Task Agnostic Adversarial Attack by Akshay Chaturvedi et al
06-14-2019	Utilizing the Instability in Weakly Supervised Object Detection by Yan Gao et al
06-11-2019	Compressed Sensing MRI via a Multi-scale Dilated Residual Convolution Network by Yuxiang Dai et al
06-13-2019	IntrinSeqNet: Learning to Estimate the Reflectance from Varying Illumination by Grégoire Nieto et al
06-11-2019	Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning by Zhao Zhang et al
06-11-2019	On the Vector Space in Photoplethysmography Imaging by Christian S. Pilz et al
06-11-2019	All-Weather Deep Outdoor Lighting Estimation by Jinsong Zhang et al
06-12-2019	Tackling Partial Domain Adaptation with Self-Supervision by Silvia Bucci et al
06-12-2019	Hand Orientation Estimation in Probability Density Form by Kazuaki Kondo et al
06-14-2019	Modality Conversion of Handwritten Patterns by Cross Variational Autoencoders by Taichi Sumi et al
06-13-2019	Hallucinating Bag-of-Words and Fisher Vector IDT terms for CNN-based Action Recognition by Lei Wang et al
06-13-2019	Speaker-Targeted Audio-Visual Models for Speech Recognition in Cocktail-Party Environments by Guan-Lin Chao et al
06-11-2019	Clouds of Oriented Gradients for 3D Detection of Objects, Surfaces, and Indoor Scene Layouts by Zhile Ren et al
06-13-2019	Unsupervised Video Interpolation Using Cycle Consistency by Fitsum A. Reda et al
06-14-2019	Universal Barcode Detector via Semantic Segmentation by Andrey Zharkov et al
06-11-2019	Bag of Color Features For Color Constancy by Firas Laakom et al
06-13-2019	Joint Concept Matching-Space Projection Learning for Zero-Shot Recognition by Wen Tang et al
06-13-2019	Dense Deformation Network for High Resolution Tissue Cleared Image Registration by Abdullah Nazib et al
06-14-2019	Pseudo-LiDAR++: Accurate Depth for 3D Object Detection in Autonomous Driving by Yurong You et al
06-11-2019	Anomaly Detection in High Performance Computers: A Vicinity Perspective by Siavash Ghiasvand et al
06-13-2019	Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping by Suhas Lohit et al
06-11-2019	Challenges in Time-Stamp Aware Anomaly Detection in Traffic Videos by Kuldeep Marotirao Biradar et al
06-14-2019	Fusion vectors: Embedding Graph Fusions for Efficient Unsupervised Rank Aggregation by Icaro Cavalcante Dourado et al
06-14-2019	MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation by Lorenzo Bertoni et al
06-14-2019	Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Cloud by Uzair Nadeem et al
06-14-2019	GAN-based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimers Disease Diagnosis by Changhee Han et al
06-12-2019	Uncovering Dominant Social Class in Neighborhoods through Building Footprints: A Case Study of Residential Zones in Massachusetts using Computer Vision by Qianhui Liang et al
06-11-2019	Deep learning analysis of cardiac CT angiography for detection of coronary arteries with functionally significant stenosis by Majd Zreik et al
06-14-2019	Low-light Image Enhancement Algorithm Based on Retinex and Generative Adversarial Network by Yangming Shi et al
06-13-2019	Learning Instance Occlusion for Panoptic Segmentation by Justin Lazarow et al
06-13-2019	Can generalised relative pose estimation solve sparse 3D registration? by Siddhant Ranade et al
06-14-2019	Deep neural network for fringe pattern filtering and normalisation by Alan Reyes-Figueroa et al
06-14-2019	Video-Driven Speech Reconstruction using Generative Adversarial Networks by Konstantinos Vougioukas et al
06-13-2019	Dynamic PET cardiac and parametric image reconstruction: a fixed-point proximity gradient approach using patch-based DCT and tensor SVD regularization by Ida Häggström et al