2019.08.11 Vision papers

 

08-06-2019

ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks
by Jiasen Lu et al

08-07-2019

Improved Adversarial Robustness by Reducing Open Space Risk via Tent Activations
by Andras Rozsa et al

08-06-2019

Neural Blind Deconvolution Using Deep Priors
by Dongwei Ren et al

08-09-2019

VisualBERT: A Simple and Performant Baseline for Vision and Language
by Liunian Harold Li et al

08-07-2019

Learning Conditional Deformable Templates with Convolutional Networks
by Adrian V. Dalca et al

08-07-2019

Confident Head Circumference Measurement from Ultrasound with Real-time Feedback for Sonographers
by Samuel Budd et al

08-07-2019

Free-Lunch Saliency via Attention in Atari Agents
by Dmitry Nikulin et al

08-08-2019

Sim-to-Real Learning for Casualty Detection from Ground Projected Point Cloud Data
by Roni Permana Saputra et al

08-07-2019

Expert Sample Consensus Applied to Camera Re-Localization
by Eric Brachmann et al

08-08-2019

Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning
by Eric Arazo et al

08-07-2019

Structuring Autoencoders
by Marco Rudolph et al

08-07-2019

Progressive Transfer Learning for Person Re-identification
by Zhengxu Yu et al

08-06-2019

Aligning Linguistic Words and Visual Semantic Units for Image Captioning
by Longteng Guo et al

08-07-2019

I Bet You Are Wrong: Gambling Adversarial Networks for Structured Semantic Segmentation
by Laurens Samson et al

08-09-2019

Transferable Representation Learning in Vision-and-Language Navigation
by Haoshuo Huang et al

08-07-2019

SpatialSense: An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition
by Kaiyu Yang et al

08-09-2019

Bayesian Inference for Large Scale Image Classification
by Jonathan Heek et al

08-07-2019

Mesh Variational Autoencoders with Edge Contraction Pooling
by Yu-Jie Yuan et al

08-06-2019

Deep Self-Learning From Noisy Labels
by Jiangfan Han et al

08-06-2019

Exploiting Channel Similarity for Accelerating Deep Convolutional Neural Networks
by Yunxiang Zhang et al

08-07-2019

Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning
by Jiwoong Park et al

08-08-2019

Deep Learning for Visual Recognition of Environmental Enteropathy and Celiac Disease
by Aman Shrivastava et al

08-06-2019

Consensus Maximization Tree Search Revisited
by Zhipeng Cai et al

08-06-2019

Model Learning: Primal Dual Networks for Fast MR imaging
by Jing Cheng et al

08-06-2019

Bag of Negatives for Siamese Architectures
by Bojana Gajic et al

08-09-2019

A Fast and Precise Method for Large-Scale Land-Use Mapping Based on Deep Learning
by Xuan Yang et al

08-06-2019

Full-Stack Filters to Build Minimum Viable CNNs
by Kai Han et al

08-09-2019

Hyper Vision Net: Kidney Tumor Segmentation Using Coordinate Convolutional Layer and Attention Unit
by D. Sabarinathan et al

08-07-2019

Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Networks
by Gihyun Kwon et al

08-07-2019

Advocacy Learning: Learning through Competition and Class-Conditional Representations
by Ian Fox et al

08-06-2019

Learning Aberrance Repressed Correlation Filters for Real-Time UAV Tracking
by Ziyuan Huang et al

08-09-2019

Zero-shot Feature Selection via Exploiting Semantic Knowledge
by Zheng Wang et al

08-06-2019

Multi-view Deep Subspace Clustering Networks
by Pengfei Zhu et al

08-07-2019

Continuous Graph Flow for Flexible Density Estimation
by Zhiwei Deng et al

08-06-2019

Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark Detection
by Xuanyi Dong et al

08-07-2019

Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks
by Jörg Wagner et al

08-06-2019

MetaAdvDet: Towards Robust Detection of Evolving Adversarial Attacks
by Chen Ma et al

08-07-2019

An Adaptive Supervision Framework for Active Learning in Object Detection
by Sai Vikas Desai et al

08-07-2019

Relighting Humans: Occlusion-Aware Inverse Rendering for Full-Body Human Images
by Yoshihiro Kanamori et al

08-07-2019

Mono-Stixels: Monocular depth reconstruction of dynamic street scenes
by Fabian Brickwedde et al

08-07-2019

Grasp Type Estimation for Myoelectric Prostheses using Point Cloud Feature Learning
by Ghazal Ghazaei et al

08-07-2019

Regression Constraint for an Explainable Cervical Cancer Classifier
by Antoine Pirovano et al

08-06-2019

BCN20000: Dermoscopic Lesions in the Wild
by Marc Combalia et al

08-08-2019

Sparse Coding of Shape Trajectories for Facial Expression and Action Recognition
by Amor Ben Tanfous et al

08-06-2019

Relative Afferent Pupillary Defect Screening through Transfer Learning
by Dogancan Temel et al

08-07-2019

The Northumberland Dolphin Dataset: A Multimedia Individual Cetacean Dataset for Fine-Grained Categorisation
by Cameron Trotter et al

08-07-2019

Edge-guided Non-local Fully Convolutional Network for Salient Object Detection
by Zhengzheng Tu et al

08-06-2019

Adversarial Seeded Sequence Growing for Weakly-Supervised Temporal Action Localization
by Chengwei Zhang et al

08-06-2019

AttentionBoost: Learning What to Attend by Boosting Fully Convolutional Networks
by Gozde Nur Gunesli et al

08-06-2019

Semiparametric Wavelet-based JPEG IV Estimator for endogenously truncated data
by Nir Billfeld et al

08-06-2019

View N-gram Network for 3D Object Retrieval
by Xinwei He et al

08-07-2019

Kidney and Kidney Tumor Segmentation using a Logical Ensemble of U-nets with Volumetric Validation
by Jamie A. O'Reilly et al

08-09-2019

Convex hull algorithms based on some variational models
by Lingfeng Li et al

08-09-2019

Deep Learning based Wearable Assistive System for Visually Impaired People
by Yimin Lin et al

08-07-2019

Scene-based Factored Attention for Image Captioning
by Chen Shen et al

08-07-2019

Linear Depthwise Convolution for Single Image Super-Resolution
by Seongmin Hwang et al

08-08-2019

WhiteNNer-Blind Image Denoising via Noise Whiteness Priors
by Saeed Izadi et al

08-06-2019

Semi-Supervised Adversarial Monocular Depth Estimation
by Rongrong Ji et al

08-07-2019

Dual-reference Age Synthesis
by Yuan Zhou et al

08-09-2019

Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings
by Michael Wray et al

08-08-2019

PosNeg-Balanced Anchors with Aligned Features for Single-Shot Object Detection
by Qiankun Tang et al

08-06-2019

Model-based Convolutional De-Aliasing Network Learning for Parallel MR Imaging
by Yanxia Chen et al

08-06-2019

An attempt at beating the 3D U-Net
by Fabian Isensee et al

08-07-2019

Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings
by Pierre Jacob et al

08-06-2019

Symmetry-constrained Rectification Network for Scene Text Recognition
by MingKun Yang et al

08-09-2019

Video Face Clustering with Unknown Number of Clusters
by Makarand Tapaswi et al

08-09-2019

Distinguishing Individual Red Pandas from Their Faces
by Qi He et al

08-06-2019

Estimating sex and age for forensic applications using machine learning based on facial measurements from frontal cephalometric landmarks
by Lucas F. Porto et al

08-06-2019

Multiple Riemannian Manifold-valued Descriptors based Image Set Classification with Multi-Kernel Metric Learning
by Rui Wang et al

08-09-2019

Recognizing Part Attributes with Insufficient Data
by Xiangyun Zhao et al

08-06-2019

Generalised Zero-Shot Learning with a Classifier Ensemble over Multi-Modal Embedding Spaces
by Rafael Felix et al

08-09-2019

Deep Density-aware Count Regressor
by Zhuojun Chen et al

08-07-2019

Visual Coin-Tracking: Tracking of Planar Double-Sided Objects
by Jonáš Šerých et al

08-08-2019

Exploiting Sparse Semantic HD Maps for Self-Driving Vehicle Localization
by Wei-Chiu Ma et al

08-06-2019

Fast Fourier Color Constancy and Grayness Index for ISPA Illumination Estimation Challenge
by Yanlin Qian et al

08-08-2019

GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing
by Xiaohong Liu et al

08-07-2019

STM: SpatioTemporal and Motion Encoding for Action Recognition
by Boyuan Jiang et al

08-08-2019

Efficient Inference of CNNs via Channel Pruning
by Boyu Zhang et al

08-08-2019

Question-Agnostic Attention for Visual Question Answering
by Moshiur R Farazi et al

08-06-2019

Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector
by Qi Fan et al

08-06-2019

Contour Loss: Boundary-Aware Learning for Salient Object Segmentation
by Zixuan Chen et al

08-09-2019

Bias and variance reduction and denoising for CTF Estimation
by Ayelet Heimowitz et al

08-09-2019

Relation-Aware Pyramid Network (RapNet) for temporal action proposal
by Jialin Gao et al

08-09-2019

Enhancing Flood Impact Analysis using Interactive Retrieval of Social Media Images
by Björn Barz et al

08-06-2019

REAPS: Towards Better Recognition of Fine-grained Images by Region Attending and Part Sequencing
by Peng Zhang et al

08-06-2019

Live Illumination Decomposition of Videos
by Abhimitra Meka et al

08-06-2019

Learning Cross-Modal Deep Representations for Multi-Modal MR Image Segmentation
by Cheng Li et al

08-06-2019

Semi-supervised Skin Detection by Network with Mutual Guidance
by Yi He et al

08-08-2019

Image-based marker tracking and registration for intraoperative 3D image-guided interventions using augmented reality
by Andong Cao et al

08-06-2019

Addressing Data Bias Problems for Chest X-ray Image Report Generation
by Philipp Harzig et al

 
Craig Smith