2019.09.05 Vision papers

09-11-2019	A deep learning system for differential diagnosis of skin diseases by Yuan Liu et al
09-10-2019	DeepPrivacy: A Generative Adversarial Network for Face Anonymization by Håkon Hukkelås et al
09-12-2019	3D Ken Burns Effect from a Single Image by Simon Niklaus et al
09-11-2019	SoftTriple Loss: Deep Metric Learning Without Triplet Sampling by Qi Qian et al
09-11-2019	Reconstructing continuously heterogeneous structures from single particle cryo-EM with deep generative models by Ellen D. Zhong et al
09-11-2019	Specifying Object Attributes and Relations in Interactive Scene Generation by Oron Ashual et al
09-12-2019	Hierarchical Foresight: Self-Supervised Learning of Long-Horizon Tasks via Visual Subgoal Generation by Suraj Nair et al
09-10-2019	Knowledge Transfer Graph for Deep Collaborative Learning by Soma Minami et al
09-12-2019	CvxNets: Learnable Convex Decomposition by Boyang Deng et al
09-11-2019	How Old Are You? Face Age Translation with Identity Preservation Using GANs by Zipeng Wang et al
09-11-2019	Automated Blood Cell Detection and Counting via Deep Learning for Microfluidic Point-of-Care Medical Devices by Tiancheng Xia et al
09-11-2019	Edge-Informed Single Image Super-Resolution by Kamyar Nazeri et al
09-10-2019	Compositional Generalization in Image Captioning by Mitja Nikolaus et al
09-11-2019	Deep Declarative Networks: A New Hope by Stephen Gould et al
09-11-2019	SuPer: A Surgical Perception Framework for Endoscopic Tissue Manipulation with Surgical Robotics by Yang Li et al
09-12-2019	Generating Accurate Pseudo-labels via Hermite Polynomials for SSL Confidently by Vishnu Suresh Lokhande et al
09-11-2019	Are Sampling Heuristics Necessary in Object Detectors? by Joya Chen et al
09-11-2019	CEREBRuM: a Convolutional Encoder-decodeR for Fully Volumetric Fast sEgmentation of BRain MRI by Dennis Bontempi et al
09-13-2019	FakeSpotter: A Simple Baseline for Spotting AI-Synthesized Fake Faces by Run Wang et al
09-11-2019	BERTgrid: Contextualized Embedding for 2D Document Representation and Understanding by Timo I. Denk et al
09-12-2019	PILOT: Physics-Informed Learned Optimal Trajectories for Accelerated MRI by Tomer Weiss et al
09-10-2019	Raiders of the Lost Art by Anthony Bourached et al
09-11-2019	NODE: Extreme Low Light Raw Image Denoising using a Noise Decomposition Network by Hao Guan et al
09-10-2019	Towards Noise-Robust Neural Networks via Progressive Adversarial Training by Hang Yu et al
09-12-2019	Effective transfer learning for hyperspectral image classification with deep convolutional neural networks by Wojciech Masarczyk et al
09-12-2019	CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval by Zihao Wang et al
09-10-2019	Probabilistic framework for solving Visual Dialog by Badri N. Patro et al
09-10-2019	Chargrid-OCR: End-to-end trainable Optical Character Recognition through Semantic Segmentation and Object Detection by Christian Reisswig et al
09-10-2019	Localized Adversarial Training for Increased Accuracy and Robustness in Image Classification by Eitan Rothberg et al
09-12-2019	A Camera That CNNs: Towards Embedded Neural Networks on Pixel Processor Arrays by Laurie Bose et al
09-10-2019	Identifying and Resisting Adversarial Videos Using Temporal Consistency by Xiaojun Jia et al
09-12-2019	Flow-Motion and Depth Network for Monocular Stereo and Beyond by Kaixuan Wang et al
09-12-2019	Human-Machine Collaborative Design for Accelerated Design of Compact Deep Neural Networks for Autonomous Driving by Mohammad Javad Shafiee et al
09-11-2019	Distanced LSTM: Time-Distanced Gates in Long Short-Term Memory Models for Lung Cancer Detection by Riqiang Gao et al
09-12-2019	An Automatic Cardiac Segmentation Framework based on Multi-sequence MR Image by Yashu Liu et al
09-12-2019	DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch by Shivam Duggal et al
09-11-2019	Computer-Aided Automated Detection of Gene-Controlled Social Actions of Drosophila by Khan Faraz et al
09-10-2019	Accelerating Training using Tensor Decomposition by Mostafa Elhoushi et al
09-12-2019	Multiple Partitions Aligned Clustering by Zhao Kang et al
09-11-2019	Skeleton Image Representation for 3D Action Recognition based on Tree Structure and Reference Joints by Carlos Caetano et al
09-10-2019	Adaptive Wasserstein Hourglass for Weakly Supervised Hand Pose Estimation from Monocular RGB by Yumeng Zhang et al
09-11-2019	PDANet: Polarity-consistent Deep Attention Network for Fine-grained Visual Emotion Regression by Sicheng Zhao et al
09-12-2019	On the Effect of Observed Subject Biases in Apparent Personality Analysis from Audio-visual Signals by Ricardo Darío Pérez Principi et al
09-12-2019	I-SAFE: Instant Suspicious Activity identiFication at the Edge using Fuzzy Decision Making by Seyed Yahya Nikouei et al
09-11-2019	Human Visual Attention Prediction Boosts Learning & Performance of Autonomous Driving Agents by Alexander Makrigiorgos et al
09-10-2019	Reasoning About Human-Object Interactions Through Dual Attention Networks by Tete Xiao et al
09-10-2019	FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images by Christian Zimmermann et al
09-12-2019	Rethinking the CSC Model for Natural Images by Dror Simon et al
09-11-2019	Tomographic reconstruction to detect evolving structures by Preeti Gopal et al
09-10-2019	Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation by Arijit Ray et al
09-10-2019	Sampling Strategies for GAN Synthetic Data by Binod Bhattarai et al
09-10-2019	Disentangled Image Matting by Shaofan Cai et al
09-11-2019	An Iterative Approach for Multiple Instance Learning Problems by Kaili Wang et al
09-12-2019	VeREFINE: Integrating Object Pose Verification with Iterative Physics-guided Refinement by Dominik Bauer et al
09-10-2019	Semantic Similarity Based Softmax Classifier for Zero-Shot Learning by Shabnam Daghaghi et al
09-12-2019	Detecting Robotic Affordances on Novel Objects with Regional Attention and Attributes by Fu-Jen Chu et al
09-10-2019	FDA: Feature Disruptive Attack by Aditya Ganeshan et al
09-11-2019	Learning to Propagate for Graph Meta-Learning by Lu Liu et al
09-10-2019	A Meta-Learning Framework for Generalized Zero-Shot Learning by Vinay Kumar Verma et al
09-11-2019	WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection by Zhaoyang Zeng et al
09-11-2019	Few-Shot Classification on Unseen Domains by Learning Disparate Modulators by Yongseok Choi et al
09-13-2019	Flow Models for Arbitrary Conditional Likelihoods by Yang Li et al
09-13-2019	White-Box Adversarial Defense via Self-Supervised Data Estimation by Zudi Lin et al
09-11-2019	Late fusion of deep learning and hand-crafted features for Achilles tendon healing monitoring by Norbert Kapinski et al
09-10-2019	Hybrid Cascaded Neural Network for Liver Lesion Segmentation by Raunak Dey et al
09-10-2019	Antipodal Robotic Grasping using Generative Residual Convolutional Neural Network by Sulabh Kumra et al
09-11-2019	AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces by Muhammad Haris Khan et al
09-11-2019	Deep Elastic Networks with Model Selection for Multi-Task Learning by Chanho Ahn et al
09-11-2019	Multi-Year Vector Dynamic Time Warping Based Crop Mapping by Mustafa Teke et al
09-11-2019	CARS: Continuous Evolution for Efficient Neural Architecture Search by Zhaohui Yang et al
09-13-2019	A superpixel-driven deep learning approach for the analysis of dermatological wounds by Gustavo Blanco et al
09-11-2019	Multi-stage domain adversarial style reconstruction for cytopathological image stain normalization by Xihao Chen et al
09-11-2019	Sparse and Imperceivable Adversarial Attacks by Francesco Croce et al
09-10-2019	Towards Interpretable Image Synthesis by Learning Sparsely Connected AND-OR Networks by Xianglei Xing et al
09-10-2019	Variable Rate Deep Image Compression With a Conditional Autoencoder by Yoojin Choi et al
09-10-2019	Deep Hashing Learning for Visual and Semantic Retrieval of Remote Sensing Images by Weiwei Song et al
09-13-2019	Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs by Jonas Kubilius et al
09-11-2019	Temporally Grounding Language Queries in Videos by Contextual Boundary-aware Prediction by Jingwen Wang et al
09-11-2019	Distortion-adaptive Salient Object Detection in 360∘∘ Omnidirectional Images by Jia Li et al
09-11-2019	DNANet: De-Normalized Attention Based Multi-Resolution Network for Human Pose Estimation by Kun Zhang et al
09-12-2019	SegNAS3D: Network Architecture Search with Derivative-Free Global Optimization for 3D Image Segmentation by Ken C. L. Wong et al
09-11-2019	Attention-Aware Age-Agnostic Visual Place Recognition by Ziqi Wang et al
09-11-2019	Comparative Analysis of CNN-based Spatiotemporal Reasoning in Videos by Okan Köpüklü et al
09-13-2019	ρρ-VAE: Autoregressive parametrization of the VAE encoder by Sohrab Ferdowsi et al
09-10-2019	UPC: Learning Universal Physical Camouflage Attacks on Object Detectors by Lifeng Huang et al
09-10-2019	PARN: Position-Aware Relation Networks for Few-Shot Learning by Ziyang Wu et al
09-10-2019	Bayesian Relational Memory for Semantic Visual Navigation by Yi Wu et al
09-10-2019	Learning Actions from Human Demonstration Video for Robotic Manipulation by Shuo Yang et al
09-10-2019	Dual-attention Focused Module for Weakly Supervised Object Localization by Yukun Zhou et al
09-10-2019	VACL: Variance-Aware Cross-Layer Regularization for Pruning Deep Residual Networks by Shuang Gao et al
09-11-2019	Image Segmentation using Multi-Threshold technique by Histogram Sampling by Amit Gurung et al
09-10-2019	Structure-Attentioned Memory Network for Monocular Depth Estimation by Jing Zhu et al
09-13-2019	DARTS+: Improved Differentiable Architecture Search with Early Stopping by Hanwen Liang et al
09-11-2019	Multi-Sensor 3D Object Box Refinement for Autonomous Driving by Peiliang Li et al
09-12-2019	Towards Generalizable Forgery Detection with Locality-aware AutoEncoder by Mengnan Du et al
09-12-2019	Encoding High-Level Visual Attributes in Capsules for Explainable Medical Diagnoses by Rodney LaLonde et al
09-11-2019	Monitoring Achilles tendon healing progress in ultrasound imaging with convolutional neural networks by Piotr Woznicki et al
09-10-2019	Virtual organelle self-coding for fluorescence imaging via adversarial learning by Thanh Nguyen et al
09-12-2019	Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective by Kai Li et al
09-13-2019	Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification by Tzu-Ming Harry Hsu et al
09-11-2019	Local block-wise self attention for normal organ segmentation by Jue Jiang et al
09-10-2019	Semantic Foreground Inpainting from Weak Supervision by Chenyang Lu et al
09-12-2019	Efficient 2.5D Hand Pose Estimation via Auxiliary Multi-Task Training for Embedded Devices by Prajwal Chidananda et al
09-10-2019	Prediction of Overall Survival of Brain Tumor Patients by Rupal Agravat et al
09-12-2019	Part-Guided Attention Learning for Vehicle Re-Identification by Xinyu Zhang et al
09-10-2019	Pose Agnostic Cross-spectral Hallucination via Disentangling Independent Factors by Boyan Duan et al
09-10-2019	Novel tracking approach based on fully-unsupervised disentanglement of the geometrical factors of variation by Mykhailo Vladymyrov et al
09-10-2019	Traffic Sign Detection and Classification around the World by Christian Ertler et al
09-10-2019	GBDT-MO: Gradient Boosted Decision Trees for Multiple Outputs by Zhendong Zhang et al
09-10-2019	RefineFace: Refinement Neural Network for High Performance Face Detection by Shifeng Zhang et al
09-12-2019	FoodTracker: A Real-time Food Detection Mobile Application byDeep Convolutional Neural Networks by Jianing Sun et al
09-13-2019	Hierarchical Joint Scene Coordinate Classification and Regression for Visual Localization by Xiaotian Li et al
09-10-2019	Video Representation Learning by Dense Predictive Coding by Tengda Han et al
09-13-2019	Weakly-Supervised 3D Pose Estimation from a Single Image using Multi-View Consistency by Guillaume Rochette et al
09-13-2019	Human Following for Wheeled Robot with Monocular Pan-tilt Camera by Zheng Zhu et al
09-10-2019	Skin cancer detection based on deep learning and entropy to detect outlier samples by Andre G. C. Pacheco et al
09-12-2019	Content-Aware Unsupervised Deep Homography Estimation by Jirong Zhang et al
09-10-2019	Integrating cross-modality hallucinated MRI with CT to aid mediastinal lung tumor segmentation by Jue Jiang et al
09-10-2019	Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection by Yingyue Xu et al
09-13-2019	Dual Graph Convolutional Network for Semantic Segmentation by Li Zhang et al
09-12-2019	Perceptual Image Anomaly Detection by Nina Tuluptceva et al
09-10-2019	Cross-X Learning for Fine-Grained Visual Categorization by Wei Luo et al
09-12-2019	Recurrent Connectivity Aids Recognition of Partly Occluded Objects by Markus Roland Ernst et al
09-13-2019	Video Rain/Snow Removal by Transformed Online Multiscale Convolutional Sparse Coding by Minghan Li et al
09-13-2019	A Collaborative Approach using Ridge-Valley Minutiae for More Accurate Contactless Fingerprint Identification by Ritesh Vyas et al
09-13-2019	BPnP: Further Empowering End-to-End Learning with Back-Propagatable Geometric Optimization by Bo Chen et al
09-12-2019	Center-Extraction-Based Three Dimensional Nuclei Instance Segmentation of Fluorescence Microscopy Images by David Joon Ho et al
09-12-2019	Transferable Adversarial Robustness using Adversarially Trained Autoencoders by Pratik Vaishnavi et al
09-10-2019	Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning by Justin D Krogue et al
09-13-2019	MRI Brain Tumor Segmentation using Random Forests and Fully Convolutional Networks by Mohammadreza Soltaninejad et al
09-12-2019	A method for Cloud Mapping in the Field of View of the Infra-Red Camera during the EUSO-SPB1 flight by Alessandro Bruno et al
09-10-2019	U-net super-neural segmentation and similarity calculation to realize vegetation change assessment in satellite imagery by Chunxue Wu et al
09-10-2019	JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video by Soo Ye Kim et al