Search Results for author: Seongchan Kim

Found 4 papers, 1 papers with code

Self-Evolving Neural Radiance Fields

1 code implementation2 Dec 2023 Jaewoo Jung, Jisang Han, Jiwon Kang, Seongchan Kim, Min-Seop Kwak, Seungryong Kim

We formulate few-shot NeRF into a teacher-student framework to guide the network to learn a more robust representation of the scene by training the student with additional pseudo labels generated from the teacher.

3D Reconstruction Novel View Synthesis

DeepRain: ConvLSTM Network for Precipitation Prediction using Multichannel Radar Data

no code implementations7 Nov 2017 Seongchan Kim, Seungkyun Hong, Minsu Joh, Sa-kwang Song

This model predicts the amount of rainfall from weather radar data, which is three-dimensional and four-channel data, using convolutional LSTM (ConvLSTM).

Time Series Time Series Analysis

GlobeNet: Convolutional Neural Networks for Typhoon Eye Tracking from Remote Sensing Imagery

no code implementations11 Aug 2017 Seungkyun Hong, Seongchan Kim, Minsu Joh, Sa-kwang Song

Advances in remote sensing technologies have made it possible to use high-resolution visual data for weather observation and forecasting tasks.

regression

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