Search Results for author: Taewoon Kim

Found 6 papers, 5 papers with code

A Machine With Human-Like Memory Systems

1 code implementation4 Apr 2022 Taewoon Kim, Michael Cochez, Vincent Francois-Lavet, Mark Neerincx, Piek Vossen

Inspired by the cognitive science theory, we explicitly model an agent with both semantic and episodic memory systems, and show that it is better than having just one of the two memory systems.

OpenAI Gym

EmoBERTa: Speaker-Aware Emotion Recognition in Conversation with RoBERTa

1 code implementation26 Aug 2021 Taewoon Kim, Piek Vossen

We present EmoBERTa: Speaker-Aware Emotion Recognition in Conversation with RoBERTa, a simple yet expressive scheme of solving the ERC (emotion recognition in conversation) task.

Emotion Recognition in Conversation

Generalizing MLPs With Dropouts, Batch Normalization, and Skip Connections

1 code implementation18 Aug 2021 Taewoon Kim

A multilayer perceptron (MLP) is typically made of multiple fully connected layers with nonlinear activation functions.

 Ranked #1 on Age And Gender Classification on Adience Gender (using extra training data)

Age And Gender Classification Age Estimation +1

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