Ruth Fong
8 papers · 2018–2023 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π Conference Polyglot (4) π Academic Marathon (5) π§ Keyword Pioneer π Cross-Pollinator (15) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(20)
π₯
Unstoppable
(6)
π
Trend Setter
Conferences
CVPR (3)
ICCV (3)
ECCV (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(3)
semantic concept
(2)
neural network
(2)
deep neural network
(2)
feature attribution
(1)
perturbation analysis
(1)
transformation invariance
(1)
visual concept
(1)
convolutional neural network
(1)
bias mitigation
(1)
model explanation
(1)
feature visualization
(1)
dataset bia
(1)
visual dataset
(1)
textual description
(1)
human evaluation
(1)
gradient analysis
(1)
video representation
(1)
gender bia
(1)
interpretability method
(1)
Papers
Overlooked Factors in Concept-Based Explanations: Dataset Choice, Concept Learnability, and Human Capability
CVPR 2023
Gender Artifacts in Visual Datasets
ICCV 2023
HIVE: Evaluating the Human Interpretability of Visual Explanations
ECCV 2022
On Compositions of Transformations in Contrastive Self-Supervised Learning
ICCV 2021
There and Back Again: Revisiting Backpropagation Saliency Methods
CVPR 2020
Quantifying Learnability and Describability of Visual Concepts Emerging in Representation Learning
NIPS 2020
Understanding Deep Networks via Extremal Perturbations and Smooth Masks
ICCV 2019
Net2Vec: Quantifying and Explaining How Concepts Are Encoded by Filters in Deep Neural Networks
CVPR 2018