Search Results - Computing methodologies Computer graphics Image manipulation

DM-Tune: Quantizing Diffusion Models with Mixture-of-Gaussian Guided Noise Tuning by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by Bauszat, Pablo, Eisemann, Martin, Magnor, Marcus

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