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researcher

Jinheon Baek

53 papers hereh-index 212.7k citations57 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author11
  • middle author36

Across the 47 of 53 papers where every author was matched, so the position is known.

fields
  • cs.CL29
  • cs.LG9
  • cs.IR6
  • cs.AI4
  • cs.CV3
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedAccurate Learning of Graph Representations with Graph Multiset Pooling

68 citations · 228 across the 46 of their papers we have counts for

collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2025

VideoRAG: Retrieval-Augmented Generation over Video Corpus

Soyeong Jeong, Kangsan Kim, Jinheon Baek +1

Retrieval-Augmented Generation (RAG) is a powerful strategy for improving the factual accuracy of models by retrieving external knowledge relevant to queries and incorporating it i…

cs.CV2024

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark

David Romero, Chenyang Lyu, Haryo Akbarianto Wibowo +73

Visual Question Answering (VQA) is an important task in multimodal AI, and it is often used to test the ability of vision-language models to understand and reason on knowledge pres…

cs.CV2022

Object Detection in Aerial Images with Uncertainty-Aware Graph Network

Jongha Kim, Jinheon Baek, Sung Ju Hwang

In this work, we propose a novel uncertainty-aware object detection framework with a structured-graph, where nodes and edges are denoted by objects and their spatial-semantic simil…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.