Dongxin Liu

2 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 🐣 Hot Topic Early Bird

Venues

ICML (1) NeurIPS (1)

Top co-authors

Tarek Abdelzaher (2) Shengzhong Liu (2) Ruijie Wang (1) Tomoyoshi Kimura (1) Mani Srivastava (1) Suhas Diggavi (1) Huajie Shao (1) Shuochao Yao (1) Aston Zhang (1) Jun Wang (1)

Research topics

Deep Learning (2) Machine Learning (2) Artificial Intelligence (1) Data Science & Analytics (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1) Models (1)

Keywords

contrastive learning (1) image generation (1) self-supervised learning (1) kl divergence (1) language modeling (1) multimodal learning (1) time series (1) disentangled representation (1) variational autoencoder (1) language model (1) self-supervised training (1) multimodal time series (1) factorized orthogonal latent space (1) shared private feature (1) temporal structural constraint (1)

Papers

FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space NeurIPS 2023 ControlVAE: Controllable Variational Autoencoder ICML 2020