1 code implementation • 26 Mar 2024 • Jongha Kim, Jihwan Park, Jinyoung Park, Jinyoung Kim, Sehyung Kim, Hyunwoo J. Kim
Groupwise Query Specialization trains a specialized query by dividing queries and relations into disjoint groups and directing a query in a specific query group solely toward relations in the corresponding relation group.
Ranked #1 on Scene Graph Generation on Visual Genome
no code implementations • 26 Jan 2024 • Hyeonwoo Cho, Chanmin Park, Jinyoung Kim, Won Hwa Kim
To deal with this problem, we propose to utilize cluster structure (i. e., {`Clean'} and {`Noisy'} regions within each cluster) in the target domain formulated by the source model.
1 code implementation • NeurIPS 2023 • Hyojun Go, Jinyoung Kim, Yunsung Lee, SeungHyun Lee, Shinhyeok Oh, Hyeongdon Moon, Seungtaek Choi
Through this, our approach addresses the issue of negative transfer in diffusion models by allowing for efficient computation of MTL methods.
no code implementations • 7 Oct 2022 • Jungbae Park, Jinyoung Kim, Soonwoo Kwon, Sang Wan Lee
Knowledge tracing and dropout prediction are crucial for online education to estimate students' knowledge states or to prevent dropout rates.