Dongsu Zhang

5 papers · 2020–2024 · 3 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 (13)

Venues

ICLR (3) CVPR (1) ICCV (1)

Top co-authors

Young Min Kim (4) Changwoon Choi (2) Amlan Kar (1) Sanja Fidler (1) Jaehyeok Bae (1) Karsten Kreis (1) Gunhee Kim (1) Jeonghwan Kim (1) Soochan Lee (1) Francis Williams (1)

Research topics

Computer Vision (4) Deep Learning (4) Analysis (4) Artificial Intelligence (3) Machine Learning (3) Models (3) Bayesian & Probabilistic (2) Learning Types (2) Core AI (1) Domain-Specific (1) Learning Paradigms (1) Optimization & Theory (1) Techniques (1)

Keywords

generative cellular automata (3) probabilistic model (2) catastrophic forgetting (1) dirichlet process (1) bayesian nonparametrics (1) object recognition (1) 3d shape generation (1) event camera (1) fine-grained classification (1) markov chain (1) 3d generation (1) mixture of expert (1) autonomous vehicle (1) scene geometry (1) variational lower bound (1) 3d scene (1) 3d scene completion (1) robust recognition (1) shape completion (1) sparse convolution (1)

Papers

Outdoor Scene Extrapolation with Hierarchical Generative Cellular Automata CVPR 2024 Probabilistic Implicit Scene Completion ICLR 2022 Learning to Generate 3D Shapes with Generative Cellular Automata ICLR 2021 N-ImageNet: Towards Robust, Fine-Grained Object Recognition With Event Cameras ICCV 2021 A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning ICLR 2020