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#visualization

7 results
quant-ph2019

An elementary introduction to the geometry of quantum states with pictures

Joseph Avron, Oded Kenneth

The paper reviews how quantum states can be understood as high‑dimensional convex bodies and visualized through simple cross‑sections such as simplexes, balls, and hyper‑octahedra,…

#quantum state geometry#convex geometry#entanglement#visualization
cs.CL2019

ETNLP: a visual-aided systematic approach to select pre-trained embeddings for a downstream task

Xuan-Son Vu, Thanh Vu, Son N. Tran +1

The paper introduces ETNLP, a systematic method for extracting, evaluating with word analogies, and visualizing multiple pre‑trained word embeddings to choose the most suitable one…

#word embeddings#pretrained models#evaluation#visualization
cs.CV2019

Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models

Daniel Omeiza, Skyler Speakman, Celia Cintas +1

The paper introduces Smooth Grad-CAM++, a visualization method that combines SmoothGrad and Grad-CAM++ to produce sharper, more accurate class activation maps for deep convolutiona…

#explainable ai#visualization#grad-cam#smoothgrad
cs.LG2019

A Visual Technique to Analyze Flow of Information in a Machine Learning System

Abon Chaudhuri

The paper presents a visual method using Sankey diagrams to illustrate and analyze how data, features, and predictions move through machine learning models during training and serv…

#visualization#information flow#model training#classification
math.HO2019

Visualization of Abel's Impossibility Theorem

J. Morales, V. Kalicki, R. Ostrander

The paper presents an interactive JavaScript visualization that demonstrates Abel‑Ruffini’s theorem by showing how analytic expressions with radicals cannot uniquely recover the ro…

#abel‑ruffini theorem#quintic equations#visualization#javascript
cs.HC2019

Augmenting Music Sheets with Harmonic Fingerprints

Matthias Miller, Alexandra Bonnici, Mennatallah El-Assady

The paper introduces a visualization technique that adds harmonic fingerprint glyphs, based on the circle-of-fifths concept, to digital music sheets to help students and musicians…

#music notation#visualization#harmonic analysis#user study
cs.MA2019

A Framework for Monitoring Human Physiological Response during Human Robot Collaborative Task

Celal Savur, Shitij Kumar, Ferat Sahin

The paper proposes a framework for continuously monitoring human physiological signals during human‑robot collaborative tasks, emphasizing synchronized event markers for both human…

#human-robot collaboration#physiological monitoring#event marking#data synchronization