162 citations · 364 across the 26 of their papers we have counts for
4 papers · 1 filter
MULE: Multimodal Universal Language Embedding
Donghyun Kim, Kuniaki Saito, Kate Saenko +2
Existing vision-language methods typically support two languages at a time at most. In this paper, we present a modular approach which can easily be incorporated into existing visi…
Multi-way Encoding for Robustness
Donghyun Kim, Sarah Adel Bargal, Jianming Zhang +1
Deep models are state-of-the-art for many computer vision tasks including image classification and object detection. However, it has been shown that deep models are vulnerable to a…
Semi-supervised Domain Adaptation via Minimax Entropy
Kuniaki Saito, Donghyun Kim, Stan Sclaroff +2
Contemporary domain adaptation methods are very effective at aligning feature distributions of source and target domains without any target supervision. However, we show that these…
Conversation Model Fine-Tuning for Classifying Client Utterances in Counseling Dialogues
Sungjoon Park, Donghyun Kim, Alice Oh
The recent surge of text-based online counseling applications enables us to collect and analyze interactions between counselors and clients. A dataset of those interactions can be…