Captum: A unified and generic model interpretability library for PyTorch

Narine Kokhlikyan, Vivek Miglani, Miguel Vargas Martín, +8

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningMultimodal LearningLarge Language Model +19

Integrative analysis of RNA, translation, and protein levels reveals distinct regulatory variation across humans

Can Cenik, Elif Sarinay Cenik, Gun Woo Byeon, +9

Genome Research

Do Convolutional Neural Networks Learn Class Hierarchy?

Bilal Alsallakh, Amin Jourabloo, Mao Ye, +2

IEEE Transactions on Visualization and Computer Graphics

Convolutional Neural NetworkEngineeringMachine LearningObject CategorizationImage Classification +14

The State‐of‐the‐Art of Set Visualization

Bilal Alsallakh, Luana Micallef, Wolfgang Aigner, +3

Computer Graphics Forum

EngineeringData VisualizationVisualization (Data Visualization)Set RelationsInteractive Visualization +17

Visual Methods for Analyzing Probabilistic Classification Data

Bilal Alsallakh, Allan Hanbury, Helwig Hauser, +2

IEEE Transactions on Visualization and Computer Graphics

EngineeringMachine LearningBenchmarking Classification DatasetClassification SamplesClassification Method +18

Visualizing Sets and Set-typed Data: State-of-the-Art and Future Challenges

Bilal Alsallakh, Luana Micallef, Wolfgang Aigner, +3

Eurographics

Radial Sets: Interactive Visual Analysis of Large Overlapping Sets

Bilal Alsallakh, Wolfgang Aigner, Silvia Miksch, +1

IEEE Transactions on Visualization and Computer Graphics

Data TablesRadial SetsReal-time VisualizationInteractive VisualizationEngineering +13

Mind the Pad -- CNNs can Develop Blind Spots

Bilal Alsallakh, Narine Kokhlikyan, Vivek Miglani, +2

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningObject CategorizationSocial Sciences +18

TimeBench: A Data Model and Software Library for Visual Analytics of Time-Oriented Data

Alexander Rind, Tim Lammarsch, Wolfgang Aigner, +2

IEEE Transactions on Visualization and Computer Graphics

Interactive VisualizationEngineeringData ScienceInteractive Data ExplorationManagement +11

<italic>PowerSet</italic>: A Comprehensive Visualization of Set Intersections

Bilal Alsallakh, Liu Ren

IEEE Transactions on Visualization and Computer Graphics

EngineeringInteractive Data ExplorationData VisualizationData ExplorationSemantic Web +15