1 code implementation • 10 May 2024 • Joonho Lee, Jae Oh Woo, Juree Seok, Parisa Hassanzadeh, Wooseok Jang, JuYoun Son, Sima Didari, Baruch Gutow, Heng Hao, Hankyu Moon, WenJun Hu, Yeong-Dae Kwon, TaeHee Lee, Seungjai Min
Assessing response quality to instructions in language models is vital but challenging due to the complexity of human language across different contexts.
2 code implementations • 26 Mar 2024 • Donghoon Ahn, Hyoungwon Cho, Jaewon Min, Wooseok Jang, Jungwoo Kim, SeonHwa Kim, Hyun Hee Park, Kyong Hwan Jin, Seungryong Kim
These techniques are often not applicable in unconditional generation or in various downstream tasks such as image restoration.
1 code implementation • 5 Feb 2024 • Junyoung Seo, Susung Hong, Wooseok Jang, Inès Hyeonsu Kim, Minseop Kwak, Doyup Lee, Seungryong Kim
We leverage the retrieved asset to incorporate its geometric prior in the variational objective and adapt the diffusion model's 2D prior toward view consistency, achieving drastic improvements in both geometry and fidelity of generated scenes.
1 code implementation • 17 Oct 2023 • Gyuseong Lee, Wooseok Jang, Jin Hyeon Kim, Jaewoo Jung, Seungryong Kim
By using both PEFT and MoA methods, we effectively alleviate the performance deterioration caused by distribution shifts and achieve state-of-the-art performance on diverse DG benchmarks.
no code implementations • 5 Jun 2023 • Sunwoo Kim, Wooseok Jang, Hyunsu Kim, Junho Kim, Yunjey Choi, Seungryong Kim, Gayeong Lee
From the users' standpoint, prompt engineering is a labor-intensive process, and users prefer to provide a target word for editing instead of a full sentence.
1 code implementation • 14 Mar 2023 • Junyoung Seo, Wooseok Jang, Min-Seop Kwak, Hyeonsu Kim, Jaehoon Ko, Junho Kim, Jin-Hwa Kim, Jiyoung Lee, Seungryong Kim
Text-to-3D generation has shown rapid progress in recent days with the advent of score distillation, a methodology of using pretrained text-to-2D diffusion models to optimize neural radiance field (NeRF) in the zero-shot setting.
1 code implementation • 17 Dec 2022 • Gyeongnyeon Kim, Wooseok Jang, Gyuseong Lee, Susung Hong, Junyoung Seo, Seungryong Kim
Generative models have recently undergone significant advancement due to the diffusion models.
4 code implementations • ICCV 2023 • Susung Hong, Gyuseong Lee, Wooseok Jang, Seungryong Kim
Denoising diffusion models (DDMs) have attracted attention for their exceptional generation quality and diversity.