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Diffusion Models: A Comprehensive Survey of Methods and Applications [PDF]
Diffusion models have emerged as a powerful new family of deep generative models with record-breaking performance in many applications, including image synthesis, video generation, and molecule design.
Ling Yang+8 more
semanticscholar +1 more source
Palette: Image-to-Image Diffusion Models [PDF]
This paper develops a unified framework for image-to-image translation based on conditional diffusion models and evaluates this framework on four challenging image-to-image translation tasks, namely colorization, inpainting, uncropping, and JPEG ...
Chitwan Saharia+7 more
semanticscholar +1 more source
Human Motion Diffusion Model [PDF]
Natural and expressive human motion generation is the holy grail of computer animation. It is a challenging task, due to the diversity of possible motion, human perceptual sensitivity to it, and the difficulty of accurately describing it.
Guy Tevet+5 more
semanticscholar +1 more source
Diffusion Posterior Sampling for General Noisy Inverse Problems [PDF]
Diffusion models have been recently studied as powerful generative inverse problem solvers, owing to their high quality reconstructions and the ease of combining existing iterative solvers.
Hyungjin Chung+4 more
semanticscholar +1 more source
Multi-Concept Customization of Text-to-Image Diffusion [PDF]
While generative models produce high-quality images of concepts learned from a large-scale database, a user often wishes to synthesize instantiations of their own concepts (for example, their family, pets, or items).
Nupur Kumari+4 more
semanticscholar +1 more source
Intercomparison of In Situ Sensors for Ground-Based Land Surface Temperature Measurements
Land surface temperature (LST) is a key variable in the determination of land surface energy exchange processes from local to global scales. Accurate ground measurements of LST are necessary for a number of applications including validation of satellite ...
Praveena Krishnan+5 more
doaj +1 more source
Pseudo-capacitors with electrodes based on polyaniline and vertically aligned multiwalled carbon nanotubes (PANI/VA-MWCNT) composite are studied. Fractional differential models of supercapacitors are briefly discussed.
Igor O. Yavtushenko+4 more
doaj +1 more source
The phase-field model based on the Cahn-Hilliard equation is employed to simulate lithium intercalation dynamics in a cathode with particles of distributed size.
Pavel L’vov, Renat Sibatov
doaj +1 more source
Tumor types are classically distinguished based on biopsies of the tumor itself, as well as a radiological interpretation using diverse MRI modalities.
Zahra Riahi Samani+5 more
doaj +1 more source
Artificial intelligence-based locoregional markers of brain peritumoral microenvironment
In malignant primary brain tumors, cancer cells infiltrate into the peritumoral brain structures which results in inevitable recurrence. Quantitative assessment of infiltrative heterogeneity in the peritumoral region, the area where biopsy or resection ...
Zahra Riahi Samani+6 more
doaj +1 more source