Ziqi Pan
5 papers · 2020–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (4)
NIPS (1)
Top co-authors
Keywords
disentangled representation
(2)
dimensionality reduction
(1)
representation learning
(1)
adversarial robustness
(1)
action recognition
(1)
manifold learning
(1)
anomaly detection
(1)
information bottleneck
(1)
density estimation
(1)
motion estimation
(1)
self-supervised learning
(1)
feature embedding
(1)
model identifiability
(1)
inductive bia
(1)
normalizing flow
(1)
variational autoencoder
(1)
out-of-distribution detection
(1)
generative adversarial network
(1)
generalization performance
(1)
mode collapse
(1)
Papers
Geometric Inductive Biases for Identifiable Unsupervised Learning of Disentangled Representations
AAAI 2023
Isometric Manifold Learning Using Hierarchical Flow
AAAI 2023
UniGAN: Reducing Mode Collapse in GANs using a Uniform Generator
NIPS 2022
Disentangled Information Bottleneck
AAAI 2021
Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition
AAAI 2020