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Publication Year: 2024

91 to 100 of 349 Results

VToonify Oct 1, 2024 - Chen Change LOY Loy, Chen Change; Yang, Shuai, 2024, "VToonify", https://doi.org/10.21979/N9/7PGAOA, DR-NTU (Data), V4 Generating high-quality artistic portrait videos is an important and desirable task in computer graphics and vision. Although a series of successful portrait image toonification models built upon the powerful StyleGAN have been proposed, these image-oriented methods have obvious...
Reducing microglial lipid load enhances β amyloid phagocytosis in an Alzheimer’s disease mouse model Sep 30, 2024 - RUEDL Christiane Ruedl, Christiane; Wu, Xiaoting, 2024, "Reducing microglial lipid load enhances β amyloid phagocytosis in an Alzheimer’s disease mouse model", https://doi.org/10.21979/N9/V4FHSQ, DR-NTU (Data), V1 Macrophages accumulate lipid droplets (LD) under stress and inflammatory conditions. Despite the presence of LD-loaded macrophages in many tissues, including the brain, their contribution to neurodegenerative disorders remains elusive. This study investigated the role of lipid me...
Scenario impact assessment for volcanoes using the OpenQuake engine Sep 30, 2024 - VHARG Jenkins, Susanna, 2024, "Scenario impact assessment for volcanoes using the OpenQuake engine", https://doi.org/10.21979/N9/7NTU8M, DR-NTU (Data), V1 Tephra fall probability maps and isomass maps assuming a VEI 6 eruption scenario from Pinatubo volcano, Philippines. Produced using the freely available TephraProb software (Biass et al., 2016). Files are available for a range of tephra load thresholds and probability percentiles...
Wet air co-electrolysis in high temperature solid oxide electrolysis cell for sustainable single-step production of ammonia feedstock Sep 30, 2024 - DING Ovi Lian Ding, Ovi Lian; Liu, Qinglin; Su, Pei-Chen; Chan, Siew Hwa, 2024, "Wet air co-electrolysis in high temperature solid oxide electrolysis cell for sustainable single-step production of ammonia feedstock", https://doi.org/10.21979/N9/YTS2JL, DR-NTU (Data), V1 Final report
Novel Self-Supported Robust Catalyst for Blue Hydrogen Production with Methane Cracking Sep 30, 2024 - DING Ovi Lian Ding, Ovi Lian, 2024, "Novel Self-Supported Robust Catalyst for Blue Hydrogen Production with Methane Cracking", https://doi.org/10.21979/N9/OP8BHR, DR-NTU (Data), V1 Data for catalyst performance in terms of carbon formation
DING Ovi Lian(Nanyang Technological University) Sep 30, 2024Energy Research Institute @ NTU Appointment: Principal Research Scientist Research topics: • Development of self-supported robust catalyst for methane cracking
FreeInit: Bridging Initialization Gap in Video Diffusion Models Sep 27, 2024 - S-Lab for Advanced Intelligence Wu, Tianxing; Si, Chenyang; Jiang, Yuming; Huang, Ziqi; Liu, Ziwei, 2024, "FreeInit: Bridging Initialization Gap in Video Diffusion Models", https://doi.org/10.21979/N9/JMCW1W, DR-NTU (Data), V1 Though diffusion-based video generation has witnessed rapid progress, the inference results of existing models still exhibit unsatisfactory temporal consistency and unnatural dynamics. In this paper, we delve deep into the noise initialization of video diffusion models, and disco...
LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation Sep 27, 2024 - S-Lab for Advanced Intelligence Lan, Yushi; Fangzhou Hong; Shuai Yang; Shangchen Zhou; Bo Dai; Xingang Pan; Chen Change Loy, 2024, "LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation", https://doi.org/10.21979/N9/UZ06ZG, DR-NTU (Data), V1 The field of neural rendering has witnessed significant progress with advancements in generative models and differentiable rendering techniques. Though 2D diffusion has achieved success, a unified 3D diffusion pipeline remains unsettled. This paper introduces a novel framework ca...
ComboVerse: Compositional 3D Assets Creation Using Spatially-Aware Diffusion Guidance Sep 27, 2024 - S-Lab for Advanced Intelligence Chen, Yongwei; Wang, Tengfei; Wu, Tong; Pan, Xingang; Jia, Kui; Liu, Ziwei, 2024, "ComboVerse: Compositional 3D Assets Creation Using Spatially-Aware Diffusion Guidance", https://doi.org/10.21979/N9/BAZCX6, DR-NTU (Data), V1 Generating high-quality 3D assets from a given image is highly desirable in various applications such as AR/VR. Recent advances in single-image 3D generation explore feed-forward models that learn to infer the 3D model of an object without optimization. Though promising results h...
LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation Sep 26, 2024 - S-Lab for Advanced Intelligence Tang, Jiaxiang; Chen, Zhaoxi; Chen, Xiaokang; Wang, Tengfei; Zeng, Gang; Liu, Ziwei, 2024, "LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation", https://doi.org/10.21979/N9/27JLJB, DR-NTU (Data), V1 3D content creation has achieved significant progress in terms of both quality and speed. Although current feed-forward models can produce 3D objects in seconds, their resolution is constrained by the intensive computation required during training. In this paper, we introduce Lar...

VToonify

Oct 1, 2024 - Chen Change LOY

Loy, Chen Change; Yang, Shuai, 2024, "VToonify", https://doi.org/10.21979/N9/7PGAOA, DR-NTU (Data), V4

Generating high-quality artistic portrait videos is an important and desirable task in computer graphics and vision. Although a series of successful portrait image toonification models built upon the powerful StyleGAN have been proposed, these image-oriented methods have obvious...

Reducing microglial lipid load enhances β amyloid phagocytosis in an Alzheimer’s disease mouse model

Sep 30, 2024 - RUEDL Christiane

Ruedl, Christiane; Wu, Xiaoting, 2024, "Reducing microglial lipid load enhances β amyloid phagocytosis in an Alzheimer’s disease mouse model", https://doi.org/10.21979/N9/V4FHSQ, DR-NTU (Data), V1

Macrophages accumulate lipid droplets (LD) under stress and inflammatory conditions. Despite the presence of LD-loaded macrophages in many tissues, including the brain, their contribution to neurodegenerative disorders remains elusive. This study investigated the role of lipid me...

Scenario impact assessment for volcanoes using the OpenQuake engine

Sep 30, 2024 - VHARG

Jenkins, Susanna, 2024, "Scenario impact assessment for volcanoes using the OpenQuake engine", https://doi.org/10.21979/N9/7NTU8M, DR-NTU (Data), V1

Tephra fall probability maps and isomass maps assuming a VEI 6 eruption scenario from Pinatubo volcano, Philippines. Produced using the freely available TephraProb software (Biass et al., 2016). Files are available for a range of tephra load thresholds and probability percentiles...

Wet air co-electrolysis in high temperature solid oxide electrolysis cell for sustainable single-step production of ammonia feedstock

Sep 30, 2024 - DING Ovi Lian

Ding, Ovi Lian; Liu, Qinglin; Su, Pei-Chen; Chan, Siew Hwa, 2024, "Wet air co-electrolysis in high temperature solid oxide electrolysis cell for sustainable single-step production of ammonia feedstock", https://doi.org/10.21979/N9/YTS2JL, DR-NTU (Data), V1

Final report

Novel Self-Supported Robust Catalyst for Blue Hydrogen Production with Methane Cracking

Sep 30, 2024 - DING Ovi Lian

Ding, Ovi Lian, 2024, "Novel Self-Supported Robust Catalyst for Blue Hydrogen Production with Methane Cracking", https://doi.org/10.21979/N9/OP8BHR, DR-NTU (Data), V1

Data for catalyst performance in terms of carbon formation

DING Ovi Lian(Nanyang Technological University)

Sep 30, 2024Energy Research Institute @ NTU

Appointment: Principal Research Scientist Research topics: • Development of self-supported robust catalyst for methane cracking

FreeInit: Bridging Initialization Gap in Video Diffusion Models

Sep 27, 2024 - S-Lab for Advanced Intelligence

Wu, Tianxing; Si, Chenyang; Jiang, Yuming; Huang, Ziqi; Liu, Ziwei, 2024, "FreeInit: Bridging Initialization Gap in Video Diffusion Models", https://doi.org/10.21979/N9/JMCW1W, DR-NTU (Data), V1

Though diffusion-based video generation has witnessed rapid progress, the inference results of existing models still exhibit unsatisfactory temporal consistency and unnatural dynamics. In this paper, we delve deep into the noise initialization of video diffusion models, and disco...

LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation

Sep 27, 2024 - S-Lab for Advanced Intelligence

Lan, Yushi; Fangzhou Hong; Shuai Yang; Shangchen Zhou; Bo Dai; Xingang Pan; Chen Change Loy, 2024, "LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation", https://doi.org/10.21979/N9/UZ06ZG, DR-NTU (Data), V1

The field of neural rendering has witnessed significant progress with advancements in generative models and differentiable rendering techniques. Though 2D diffusion has achieved success, a unified 3D diffusion pipeline remains unsettled. This paper introduces a novel framework ca...

ComboVerse: Compositional 3D Assets Creation Using Spatially-Aware Diffusion Guidance

Sep 27, 2024 - S-Lab for Advanced Intelligence

Chen, Yongwei; Wang, Tengfei; Wu, Tong; Pan, Xingang; Jia, Kui; Liu, Ziwei, 2024, "ComboVerse: Compositional 3D Assets Creation Using Spatially-Aware Diffusion Guidance", https://doi.org/10.21979/N9/BAZCX6, DR-NTU (Data), V1

Generating high-quality 3D assets from a given image is highly desirable in various applications such as AR/VR. Recent advances in single-image 3D generation explore feed-forward models that learn to infer the 3D model of an object without optimization. Though promising results h...

LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation

Sep 26, 2024 - S-Lab for Advanced Intelligence

Tang, Jiaxiang; Chen, Zhaoxi; Chen, Xiaokang; Wang, Tengfei; Zeng, Gang; Liu, Ziwei, 2024, "LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation", https://doi.org/10.21979/N9/27JLJB, DR-NTU (Data), V1

3D content creation has achieved significant progress in terms of both quality and speed. Although current feed-forward models can produce 3D objects in seconds, their resolution is constrained by the intensive computation required during training. In this paper, we introduce Lar...

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