Ziqi Pan

5 papers · 2020–2023 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

AAAI (4) NeurIPS (1)

Top co-authors

Li Niu (5) Liqing Zhang (5) Jianfu Zhang (3) Yiyi Zhang (1) Dawei Cheng (1) Meichao Luo (1)

Research topics

Deep Learning (5) Machine Learning (5) Learning Types · Machine Learning (4) Learning Types · Deep Learning (4) Core Methods (3) Models (2) Computer Vision (1) Mathematics & Optimization (1) Analysis (1) Mathematics (1) Optimization & Theory (1)

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 NeurIPS 2022 Disentangled Information Bottleneck AAAI 2021 Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition AAAI 2020