Search Results for author: Haanvid Lee

Found 3 papers, 1 papers with code

Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions

1 code implementation24 Oct 2022 Haanvid Lee, Jongmin Lee, Yunseon Choi, Wonseok Jeon, Byung-Jun Lee, Yung-Kyun Noh, Kee-Eung Kim

We consider local kernel metric learning for off-policy evaluation (OPE) of deterministic policies in contextual bandits with continuous action spaces.

Metric Learning Multi-Armed Bandits +1

Adaptive Detrending to Accelerate Convolutional Gated Recurrent Unit Training for Contextual Video Recognition

no code implementations24 May 2017 Minju Jung, Haanvid Lee, Jun Tani

In this paper, inspired by the normalization and detrending methods, we propose adaptive detrending (AD) for temporal normalization in order to accelerate the training of ConvRNNs, especially for convolutional gated recurrent unit (ConvGRU).

Video Recognition

Recognition of Visually Perceived Compositional Human Actions by Multiple Spatio-Temporal Scales Recurrent Neural Networks

no code implementations5 Feb 2016 Haanvid Lee, Minju Jung, Jun Tani

The analysis of the internal representation obtained through the learning with the dataset clarifies what sorts of functional hierarchy can be developed by extracting the essential compositionality underlying the dataset.

Cannot find the paper you are looking for? You can Submit a new open access paper.