Ruofan Liu
3 papers · 2022–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Cross-Pollinator (15)
π
Trend Setter
Conferences
AAAI (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
dimensionality reduction
(1)
representation learning
(1)
label noise detection
(1)
embedding space
(1)
deep learning
(1)
model debugging
(1)
gradient descent
(1)
generalization error
(1)
influence function
(1)
deep metric learning
(1)
noisy label
(1)
classification boundary
(1)
time-travelling visualization
(1)
deep classifier training
(1)
visualization error
(1)
classification boundary evolution
(1)
training process
(1)
spatio-temporal causality
(1)
Papers
Debugging and Explaining Metric Learning Approaches: An Influence Function Based Perspective
NIPS 2022
DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training
AAAI 2022
Temporality Spatialization: A Scalable and Faithful Time-Travelling Visualization for Deep Classifier Training
IJCAI 2022