Výsledky vyhledávání - Computing methodologies Computer graphics Image manipulation

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 memory demands pose challenges for efficient deployment…”
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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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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 requires running model inference over many time steps…”
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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…”
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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…”
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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…”
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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

“… In this paper, however, we surpass this exploration by fabricating a formal proof for a no-overhead quasi-optimal caching technique for caching textures in graphics workloads…”
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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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Privacy-Preserving Medical Image Segmentation via Hybrid Trusted Execution Environment Autor Bian, Song, Jiang, Weiwen, Sato, Takashi

“…) to implement a more efficient privacy-preserving medical image segmentation protocol. In the experiment, we show that by offloading the computations of single-party…”
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On Large Visual Language Models for Medical Imaging Analysis: An Empirical Study Autor Van, Minh-Hao, Verma, Prateek, Wu, Xintao

“… Our comprehensive experiments demonstrate the effectiveness of VLMs in analyzing biomedical images such as brain…”
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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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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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Adaptive Patching for High-resolution Image Segmentation with Transformers Autor Zhang, Enzhi, Lyngaas, Isaac, Chen, Peng, Wang, Xiao, Igarashi, Jun, Huo, Yuankai, Munetomo, Masaharu, Wahib, Mohamed

“…Attention-based models are proliferating in the space of image analytics, including segmentation…”
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Enhancing Electron Microscopy Image Classification Using Data Augmentation Autor Welsman, Jordan A., Weber, Gunther H., Amusat, Oluwamayowa O., Giannakou, Anna, Ramakrishnan, Lavanya

“…Manual labeling for machine learning tasks such as image classification is tedious and labor-intensive…”
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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…”
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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…”
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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

“…) as it offers high speed as well as high image quality in novel view synthesis. Despite these advancements, 3D-GS still struggles to meet the frames per second (FPS…”
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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…”
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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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Guided Image Filtering for Interactive High-quality Global Illumination Autor Bauszat, Pablo, Eisemann, Martin, Magnor, Marcus

“…Interactive computation of global illumination is a major challenge in current computer graphics research…”
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