Výsledky vyhledávání - "Computing methodologies Computer graphics Image manipulation"

RT-NeRF: Real-Time On-Device Neural Radiance Fields Towards Immersive AR/VR Rendering Autor Li, Chaojian, Li, Sixu, Zhao, Yang, Zhu, Wenbo, Lin, Yingyan

“…Neural Radiance Field (NeRF) based rendering has attracted growing attention thanks to its state-of-the-art (SOTA) rendering quality and wide applications in…”
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DM-Tune: Quantizing Diffusion Models with Mixture-of-Gaussian Guided Noise Tuning Autor Haghi, Pouya, Falahati, Ali, Azad, Zahra, Wu, Chunshu, Song, Ruibing, Liu, Chuan, Li, Ang, Geng, Tong

“…Diffusion models have become essential generative tools for tasks such as image generation, video creation, and inpainting, but their high computational and…”
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Semantics‐guided generative diffusion model with a 3DMM model condition for face swapping Autor Liu, Xiyao, Liu, Yang, Zheng, Yuhao, Yang, Ting, Zhang, Jian, Wang, Victoria, Fang, Hui

“…Face swapping is a technique that replaces a face in a target media with another face of a different identity from a source face image. Currently, research on…”
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AdaOPC: A Self-Adaptive Mask Optimization Framework For Real Design Patterns Autor Zhao, Wenqian, Yao, Xufeng, Yu, Ziyang, Chen, Guojin, Ma, Yuzhe, Yu, Bei, Wong, Martin D.F.

“…Optical proximity correction (OPC) is a widely-used resolution enhancement technique (RET) for printability optimization. Recently, rigorous numerical…”
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MHDiff: Memory- and Hardware-Efficient Diffusion Acceleration via Focal Pixel Aware Quantization Autor Qi, Chunyu, Wang, Xuhang, Chen, Ruiyang, Yao, Yuanzheng, Jing, Naifeng, Zhang, Chen, Wang, Jun, Fu, Zhihui, Liang, Xiaoyao, Song, Zhuoran

“…Diffusion models have demonstrated superior performance in image generation tasks, thus becoming the mainstream model for generative visual tasks. Diffusion…”
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SQ-DM: Accelerating Diffusion Models with Aggressive Quantization and Temporal Sparsity Autor Fan, Zichen, Dai, Steve, Venkatesan, Rangharajan, Sylvester, Dennis, Khailany, Brucek

“…Diffusion models have gained significant popularity in image generation tasks. However, generating high-quality content remains notably slow because it…”
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SynGPU: Synergizing CUDA and Bit-Serial Tensor Cores for Vision Transformer Acceleration on GPU Autor Yao, Yuanzheng, Zhang, Chen, Qi, Chunyu, Chen, Ruiyang, Wang, Jun, Fu, Zhihui, Jing, Naifeng, Liang, Xiaoyao, Song, Zhuoran

“…Vision Transformers (ViTs) have demonstrated remarkable performance in computer vision tasks by effectively extracting global features. However, their…”
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DCDiff: Enhancing JPEG Compression via Diffusion-based DC Coefficients Estimation Autor Zhang, Ziyuan, Qiu, Han, Zhang, Tianwei, Chen, Bin, Zhang, Chao

“…JPEG is the most widely-used image compression method on low-cost cameras which cannot support learning-based compressors. One promising approach to enhance…”
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Rain Wiper: An Incremental Randomly Wired Network for Single Image Deraining Autor Liang, X., Qiu, B., Su, Z., Gao, C., Shi, X., Wang, R.

“…Single image rain removal is a challenging ill‐posed problem due to various shapes and densities of rain streaks. We present a novel incremental randomly wired…”
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Boustrophedonic Frames: Quasi-Optimal L2 Caching for Textures in GPUs Autor Joseph, Diya, Aragon, Juan L., Parcerisa, Joan-Manuel, Gonzalez, Antonio

“…Literature is plentiful in works exploiting cache locality for GPUs. A majority of them explore replacement or bypassing policies. In this paper, however, we…”
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Privacy-Preserving Medical Image Segmentation via Hybrid Trusted Execution Environment Autor Bian, Song, Jiang, Weiwen, Sato, Takashi

“…Recently, it is reported that the-state-of-the-art secure protocol is able to segment a three-dimensional heart CT scan in roughly 3,000 seconds, without…”
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Silhouette-Aware Warping for Image-Based Rendering Autor Chaurasia, Gaurav, Sorkine, Olga, Drettakis, George

“…Image‐based rendering (IBR) techniques allow capture and display of 3D environments using photographs. Modern IBR pipelines reconstruct proxy geometry using…”
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LVM-MO: A Large Vision Model Pioneer on Full-Chip Mask Optimization Autor Wu, Yiwen, Chen, Yuyang, Yin, Shuo, Wang, Nan, Wu, Tao, He, Xuming, Geng, Hao, Yu, Jingyi

“…Moving toward the post-Moore era, full-chip mask optimization (MO) has become a pivotal step for semiconductor designers and manufacturers in extending current…”
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Extended Depth-of-Field Projector using Learned Diffractive Optics Autor Li, Yuqi, Fu, Qiang, Heidrich, Wolfgang

“…Projector Depth-of-Field (DOF) refers to the projection range of projector images in focus. It is a crucial property of projectors in spatial augmented reality…”
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Cambricon-D: Full-Network Differential Acceleration for Diffusion Models Autor Kong, Weihao, Hao, Yifan, Guo, Qi, Zhao, Yongwei, Song, Xinkai, Li, Xiaqing, Zou, Mo, Du, Zidong, Zhang, Rui, Liu, Chang, Wen, Yuanbo, Jin, Pengwei, Hu, Xing, Li, Wei, Xu, Zhiwei, Chen, Tianshi

“…Diffusion models have made significant progress in current image generation tasks, thus becoming a prominent area of research. Diffusion models necessitate…”
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Exemplar-Based Portrait Photograph Enhancement as Informed by Portrait Paintings Autor Zhang, Xiaoyan, Constable, Martin, Chan, Kap Luk

“…This paper proposes an approach to enhance the regional contrasts in snap‐shot style portrait photographs by using pre‐modern portrait paintings as aesthetic…”
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Consolidation of Low-quality Point Clouds from Outdoor Scenes Autor Wang, Jun, Xu, Kai, Liu, Ligang, Cao, Junjie, Liu, Shengjun, Yu, Zeyun, Gu, Xianfeng David

“…The emergence of laser/LiDAR sensors, reliable multi‐view stereo techniques and more recently consumer depth cameras have brought point clouds to the forefront…”
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Deep360Up: A Deep Learning-Based Approach for Automatic VR Image Upright Adjustment Autor Jung, Raehyuk, Lee, Aiden Seung Joon, Ashtari, Amirsaman, Bazin, Jean-Charles

“…Spherical VR cameras can capture high-quality immersive VR images with a 360° field of view. However, in practice, when the camera orientation is not straight,…”
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GS-TG: 3D Gaussian Splatting Accelerator with Tile Grouping for Reducing Redundant Sorting while Preserving Rasterization Efficiency Autor Jo, Joongho, Park, Jongsun

“…3D Gaussian Splatting (3D-GS) has emerged as a promising alternative to neural radiance fields (NeRF) as it offers high speed as well as high image quality in…”
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Approximating Functions on a Mesh with Restricted Voronoï Diagrams Autor Nivoliers, V., Lévy, B.

“…We propose a method that computes a piecewise constant approximation of a function defined on a mesh. The approximation is associated with the cells of a…”
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