Arbitrary-Scale Image Generation and Upsampling Using Latent Diffusion Model and Implicit Neural Decoder
Jinseok Kim, Tae-Kyun Kim
2024Year
9Top-tier citations
Abstract
Resolution (a) Arbitrary-Scale Image Generation Figure 1. The proposed method generates novel images and super-resolves low-resolution images at arbitrary-scales with high fidelity, diversity, and fast inference speed.
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Install the CLIlune papers fulltext a774bed0-9604-4d1e-b445-a01a70ac360dCited by top-tier papers9
- Exploit Your Latents: Coarse-Grained Protein Backmapping with Latent Diffusion ModelsRongchao Zhang, Yu Huang, Yiwei Lou, Yi Xin et al.AAAI 2025 · 7 citations
- SASNet: Spatially-Adaptive Sinusoidal Networks for INRsHaoan Feng, Diana Aldana, Tiago Novello, Leila De FlorianiCVPR 2026 · 4 citations
- Diffusion Transformer Meets Multi-Level Wavelet Spectrum for Single Image Super-ResolutionPeng Du, Hui Li, Han Xu, Paul Barom Jeon et al.ICCV 2025 · 3 citations
- SRHand: Super-Resolving Hand Images and 3D Shapes via View/Pose-aware Neural Image Representations and Explicit MeshesMinje Kim, Tae-Kyun KimNeurIPS 2025 · 2 citations
- CASR: A Robust Cyclic Framework for Arbitrary Large-Scale Super-Resolution with Distribution Alignment and Self-Similarity AwarenessWenhao Guo, Zhaoran Zhao, Peng Lu, Sheng Li et al.CVPR 2026 · 1 citation
Builds on19
- Denoising Diffusion Probabilistic ModelsJonathan Ho, Ajay Jain, Pieter AbbeelNeurIPS 2020 · 35,902 citations
- High-Resolution Image Synthesis with Latent Diffusion ModelsRobin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser et al.CVPR 2022 · 13,123 citations
- Denoising Diffusion Implicit ModelsJiaming Song, Chenlin Meng, Stefano ErmonICLR 2021 · 11,743 citations
- MultiDiffusion: Fusing Diffusion Paths for Controlled Image GenerationOmer Bar-Tal, Lior Yariv, Yaron Lipman, Tali DekelICML 2023 · 575 citations
- DiffusionCLIP: Text-Guided Diffusion Models for Robust Image ManipulationGwanghyun Kim, Taesung Kwon, Jong Chul YeCVPR 2022 · 458 citations
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