Search Results for author: Jooyeon Kim

Found 8 papers, 4 papers with code

Retrieval-Augmented Open-Vocabulary Object Detection

2 code implementations8 Apr 2024 Jooyeon Kim, Eulrang Cho, Sehyung Kim, Hyunwoo J. Kim

Specifically, RALF consists of two modules: Retrieval Augmented Losses (RAL) and Retrieval-Augmented visual Features (RAF).

Ranked #9 on Open Vocabulary Object Detection on MSCOCO (using extra training data)

Language Modelling Large Language Model +6

Distribution-Aware Prompt Tuning for Vision-Language Models

1 code implementation ICCV 2023 Eulrang Cho, Jooyeon Kim, Hyunwoo J. Kim

Pre-trained vision-language models (VLMs) have shown impressive performance on various downstream tasks by utilizing knowledge learned from large data.

Emergent Communication under Varying Sizes and Connectivities

no code implementations NeurIPS 2021 Jooyeon Kim, Alice Oh

Just as we humans have succeeded in creating a shared language that allows us to interact within a large group, can the emergent communication within an artificial group converge to a shared, agreed language?

CoRGi: Content-Rich Graph Neural Networks with Attention

no code implementations10 Oct 2021 Jooyeon Kim, Angus Lamb, Simon Woodhead, Simon Peyton Jones, Cheng Zheng, Miltiadis Allamanis

Graph representations of a target domain often project it to a set of entities (nodes) and their relations (edges).

Imputation Value prediction

Emergence of Collective Policies Inside Simulations with Biased Representations

no code implementations25 Sep 2019 Jooyeon Kim, Alice Oh

We consider a setting where biases are involved when agents internalise an environment.

Homogeneity-Based Transmissive Process to Model True and False News in Social Networks

1 code implementation16 Nov 2018 Jooyeon Kim, Dongkwan Kim, Alice Oh

An overwhelming number of true and false news stories are posted and shared in social networks, and users diffuse the stories based on multiple factors.

Leveraging the Crowd to Detect and Reduce the Spread of Fake News and Misinformation

1 code implementation27 Nov 2017 Jooyeon Kim, Behzad Tabibian, Alice Oh, Bernhard Schoelkopf, Manuel Gomez-Rodriguez

Online social networking sites are experimenting with the following crowd-powered procedure to reduce the spread of fake news and misinformation: whenever a user is exposed to a story through her feed, she can flag the story as misinformation and, if the story receives enough flags, it is sent to a trusted third party for fact checking.

Fact Checking Misinformation +1

Joint Modeling of Topics, Citations, and Topical Authority in Academic Corpora

no code implementations TACL 2017 Jooyeon Kim, Dongwoo Kim, Alice Oh

Second, it models each author's influence on citations of a paper based on the topics of the cited papers, as well as the citing papers.

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