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Wonmin Byeon
NVIDIA
Interests
Spatio-Temporal Learning
Continual Learning
Latest
MEVG: Multi-event Video Generation with Text-to-Video Models
LISA: Localized Image Stylization with Audio via Implicit Neural Representation
Robust Sound-Guided Image Manipulation
RegionGPT: Towards Region Understanding Vision Language Model
Convolutional State Space Models for Long-Range Spatiotemporal Modeling
The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion
Heterogeneous Continual Learning
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models
Sound-Guided Semantic Video Generation
Scaling-up Diverse Orthogonal Convolutional Networks with a Paraunitary Framework
GroupViT: Semantic Segmentation Emerges From Text Supervision
Physics Informed RNN-DCT Networks for Time-Dependent Partial Differential Equations
Sound-Guided Semantic Image Manipulation
Displacement-Invariant Cost Computation for Efficient Stereo Matching
Coupled Segmentation and Edge Learning Using Dynamic Graph Propagation
Coupled Segmentation and Edge Learning via Dynamic Graph Propagation
NVIDIA SimNet: An AI-accelerated multi-physics simulation framework
Weakly-Supervised Physically Unconstrained Gaze Estimation
Convolutional Tensor-Train LSTM for Spatio-temporal Learning
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