{"list":"other","total":62,"rows":[{"id":"1412.6980","title":"Adam: A Method for Stochastic Optimization","created":"2014-12-22","cited_by_count":37240},{"id":"2002.05709","title":"A Simple Framework for Contrastive Learning of Visual Representations","created":"2020-02-13","cited_by_count":12049},{"id":"1911.05722","title":"Momentum Contrast for Unsupervised Visual Representation Learning","created":"2019-11-13","cited_by_count":7513},{"id":"1301.3781","title":"Efficient Estimation of Word Representations in Vector Space","created":"2013-01-16","cited_by_count":4375},{"id":"2006.09882","title":"Unsupervised Learning of Visual Features by Contrasting Cluster Assignments","created":"2020-06-17","cited_by_count":2857},{"id":"1805.01978","title":"Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination","created":"2018-05-05","cited_by_count":1845},{"id":"1901.07031","title":"CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison","created":"2019-01-21","cited_by_count":1423},{"id":"1807.05520","title":"Deep Clustering for Unsupervised Learning of Visual Features","created":"2018-07-15","cited_by_count":1028},{"id":"1705.02315","title":"ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases","created":"2017-05-05","cited_by_count":972},{"id":"1701.07875","title":"Wasserstein GAN","created":"2017-01-26","cited_by_count":639},{"id":"1707.00600","title":"Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly","created":"2017-07-03","cited_by_count":538},{"id":"1911.05371","title":"Self-labelling via simultaneous clustering and representation learning","created":"2019-11-13","cited_by_count":528},{"id":"1711.05225","title":"CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning","created":"2017-11-14","cited_by_count":461},{"id":"1712.00981","title":"Feature Generating Networks for Zero-Shot Learning","created":"2017-12-04","cited_by_count":257},{"id":"1812.01784","title":"Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders","created":"2018-12-05","cited_by_count":206},{"id":"2002.07953","title":"Universal Domain Adaptation through Self Supervision","created":"2020-02-19","cited_by_count":172},{"id":"1409.8403","title":"Evaluation of Output Embeddings for Fine-Grained Image Classification","created":"2014-09-30","cited_by_count":166},{"id":"1903.10132","title":"f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning","created":"2019-03-25","cited_by_count":164},{"id":"1712.03878","title":"Generalized Zero-Shot Learning via Synthesized Examples","created":"2017-12-11","cited_by_count":114},{"id":"1603.00550","title":"Synthesized Classifiers for Zero-Shot Learning","created":"2016-03-02","cited_by_count":113},{"id":"1808.00136","title":"Multi-modal Cycle-consistent Generalized Zero-Shot Learning","created":"2018-08-01","cited_by_count":87},{"id":"1806.05473","title":"Efficient Active Learning for Image Classification and Segmentation using a Sample Selection and Conditional Generative Adversarial Network","created":"2018-06-14","cited_by_count":74},{"id":"2003.13261","title":"Domain-aware Visual Bias Eliminating for Generalized Zero-Shot Learning","created":"2020-03-30","cited_by_count":71},{"id":"1811.04857","title":"Generative Dual Adversarial Network for Generalized Zero-shot Learning","created":"2018-11-12","cited_by_count":61},{"id":"2004.00666","title":"Generalized Zero-Shot Learning Via Over-Complete Distribution","created":"2020-04-01","cited_by_count":56},{"id":"2005.12734","title":"Interpreting Chest X-rays via CNNs that Exploit Hierarchical Disease Dependencies and Uncertainty Labels","created":"2020-05-25","cited_by_count":56},{"id":"1904.08703","title":"Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition","created":"2019-04-18","cited_by_count":54},{"id":"1703.02442","title":"Detecting Cancer Metastases on Gigapixel Pathology Images","created":"2017-03-03","cited_by_count":52},{"id":"1909.05995","title":"Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective","created":"2019-09-13","cited_by_count":42},{"id":"1910.10825","title":"Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding","created":"2019-10-23","cited_by_count":35},{"id":"1807.07247","title":"Chest X-rays Classification: A Multi-Label and Fine-Grained Problem","created":"2018-07-19","cited_by_count":31},{"id":"2104.11057","title":"Relational Subsets Knowledge Distillation for Long-tailed Retinal Diseases Recognition","created":"2021-04-22","cited_by_count":27},{"id":"1910.11777","title":"DR$\\vert$GRADUATE: uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images","created":"2019-10-25","cited_by_count":25},{"id":"2008.02101","title":"Structure Preserving Stain Normalization of Histopathology Images Using Self-Supervised Semantic Guidance","created":"2020-08-05","cited_by_count":22},{"id":"2104.06087","title":"Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation","created":"2021-04-13","cited_by_count":22},{"id":"1904.07659","title":"Semantically Aligned Bias Reducing Zero Shot Learning","created":"2019-04-16","cited_by_count":20},{"id":"1809.04282","title":"Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning","created":"2018-09-12","cited_by_count":19},{"id":"1805.06983","title":"Terabyte-scale Deep Multiple Instance Learning for Classification and Localization in Pathology","created":"2018-05-17","cited_by_count":16},{"id":"2003.14119","title":"Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation","created":"2020-03-31","cited_by_count":14},{"id":"2103.00528","title":"Improving Medical Image Classification with Label Noise Using Dual-uncertainty Estimation","created":"2021-02-28","cited_by_count":13},{"id":"1808.08280","title":"Deep multiscale convolutional feature learning for weakly supervised localization of chest pathologies in X-ray images","created":"2018-08-22","cited_by_count":12},{"id":"1902.00855","title":"Night Time Haze and Glow Removal using Deep Dilated Convolutional Network","created":"2019-02-03","cited_by_count":11},{"id":"1902.02144","title":"Progressive Generative Adversarial Networks for Medical Image Super resolution","created":"2019-02-06","cited_by_count":11},{"id":"1910.04961","title":"Adversarial Pulmonary Pathology Translation for Pairwise Chest X-ray Data Augmentation","created":"2019-10-11","cited_by_count":11},{"id":"2007.02078","title":"Registration of Histopathogy Images Using Structural Information From Fine Grained Feature Maps","created":"2020-07-04","cited_by_count":11},{"id":"1904.10781","title":"Informative sample generation using class aware generative adversarial networks for classification of chest Xrays","created":"2019-04-24","cited_by_count":10},{"id":"1710.04783","title":"Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution","created":"2017-10-13","cited_by_count":9},{"id":"1805.02369","title":"GAN Based Medical Image Registration","created":"2018-05-07","cited_by_count":9},{"id":"2010.09856","title":"Anomaly Detection on X-Rays Using Self-Supervised Aggregation Learning","created":"2020-10-19","cited_by_count":9},{"id":"1612.02166","title":"Consensus Based Medical Image Segmentation Using Semi-Supervised Learning And Graph Cuts","created":"2016-12-07","cited_by_count":8},{"id":"1903.10139","title":"Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information","created":"2019-03-25","cited_by_count":8},{"id":"1907.03075","title":"AMD Severity Prediction And Explainability Using Image Registration And Deep Embedded Clustering","created":"2019-07-06","cited_by_count":8},{"id":"1909.10164","title":"sZoom: A Framework for Automatic Zoom into High Resolution Surveillance Videos","created":"2019-09-23","cited_by_count":8},{"id":"2106.10230","title":"CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis","created":"2021-06-15","cited_by_count":8},{"id":"1910.08593","title":"Generative Adversarial Networks And Domain Adaptation For Training Data Independent Image Registration","created":"2019-10-18","cited_by_count":7},{"id":"2104.13557","title":"Multi-scale Deep Learning Architecture for Nucleus Detection in Renal Cell Carcinoma Microscopy Image","created":"2021-04-28","cited_by_count":7},{"id":"2105.12229","title":"Gated Fusion Network for SAO Filter and Inter Frame Prediction in Versatile Video Coding","created":"2021-05-25","cited_by_count":6},{"id":"2201.11506","title":"Anomaly Detection in Retinal Images using Multi-Scale Deep Feature Sparse Coding","created":"2022-01-27","cited_by_count":6},{"id":"2110.00404","title":"Learning of Inter-Label Geometric Relationships Using Self-Supervised Learning: Application To Gleason Grade Segmentation","created":"2021-10-01","cited_by_count":5},{"id":"2202.09988","title":"Outlier-based Autism Detection using Longitudinal Structural MRI","created":"2022-02-21","cited_by_count":5},{"id":"1908.06213","title":"Zero Shot Learning for Multi-Modal Real Time Image Registration","created":"2019-08-17","cited_by_count":4},{"id":"2111.07646","title":"Multimodal Generalized Zero Shot Learning for Gleason Grading using Self-Supervised Learning","created":"2021-11-15","cited_by_count":4}],"next_cursor":null}