Spatiotemporal Skip Guidance for Enhanced Video Diffusion Sampling
Junha Hyung, Kinam Kim, Susung Hong, Min-Jung Kim, Jaegul Choo
2025年份
14顶会引用
摘要
A close-up shot of a butterfly landing on the nose of a woman, highlighting her smile and the details of the butterfly's wings." "A close-up of a woman's face with colored powder exploding around her, creating an abstract splash of vibrant hues." Figure 1. Visual comparison of video quality between CFG (top row) and our STG method (bottom row). Best viewed in Acrobat Reader; click on the images to watch the videos.
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引用它的顶会 Paper14
- Stochastic Self-Guidance for Training-Free Enhancement of Diffusion ModelsChubin Chen, Jiashu Zhu, Xiaokun Feng, Nisha Huang 等ICLR 2026 · 被引用 44 次
- Emergent Temporal Correspondences from Video Diffusion TransformersJisu Nam, Soowon Son, Dahyun Chung, Jiyoung Kim 等NeurIPS 2025 · 被引用 30 次
- Taming Video Models for 3D and 4D Generation via Zero-Shot Camera ControlChenxi Song, Yanming Yang, Tong Zhao, Ruibo Li 等CVPR 2026 · 被引用 17 次
- Guiding a Diffusion Transformer with the Internal Dynamics of ItselfXingyu Zhou, Qifan Li, Xiaobin Hu, Hai Chen 等CVPR 2026 · 被引用 13 次
- Syncphony: Synchronized Audio-to-Video Generation with Diffusion TransformersJibin Song, Mingi Kwon, Jaeseok Jeong, Youngjung UhICLR 2026 · 被引用 6 次
它引用的顶会 Paper17
- Denoising Diffusion Probabilistic ModelsJonathan Ho, Ajay Jain, Pieter AbbeelNeurIPS 2020 · 被引用 35,902 次
- High-Resolution Image Synthesis with Latent Diffusion ModelsRobin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser 等CVPR 2022 · 被引用 13,123 次
- Scalable Diffusion Models with TransformersWilliam Peebles, Saining XieICCV 2023 · 被引用 5,568 次
- Video Diffusion ModelsJonathan Ho, Tim Salimans, Alexey A. Gritsenko, William Chan 等NeurIPS 2022 · 被引用 2,948 次
- Score-Based Generative Modeling through Stochastic Differential EquationsYang Song, Jascha Sohl-Dickstein, Diederik P. Kingma, Abhishek Kumar 等ICLR 2021 · 被引用 1,270 次
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