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pro vyhledávání: '"Hur P"'
Masked generative models (MGMs) have shown impressive generative ability while providing an order of magnitude efficient sampling steps compared to continuous diffusion models. However, MGMs still underperform in image synthesis compared to recent we
Externí odkaz:
http://arxiv.org/abs/2410.13136
Autor:
Hur, Junhwa, Herrmann, Charles, Saxena, Saurabh, Kontkanen, Janne, Lai, Wei-Sheng, Shih, Yichang, Rubinstein, Michael, Fleet, David J., Sun, Deqing
Despite the recent progress, existing frame interpolation methods still struggle with processing extremely high resolution input and handling challenging cases such as repetitive textures, thin objects, and large motion. To address these issues, we i
Externí odkaz:
http://arxiv.org/abs/2410.11838
Autor:
Zhang, Junyi, Herrmann, Charles, Hur, Junhwa, Jampani, Varun, Darrell, Trevor, Cole, Forrester, Sun, Deqing, Yang, Ming-Hsuan
Estimating geometry from dynamic scenes, where objects move and deform over time, remains a core challenge in computer vision. Current approaches often rely on multi-stage pipelines or global optimizations that decompose the problem into subtasks, li
Externí odkaz:
http://arxiv.org/abs/2410.03825
Blindly estimating the direction of arrival (DoA) of early room reflections without prior knowledge of the room impulse response or source signal is highly valuable in audio signal processing applications. The FF-PHALCOR (Frequency Focusing PHase ALi
Externí odkaz:
http://arxiv.org/abs/2409.15484
The increasing popularity of spatial audio in applications such as teleconferencing, entertainment, and virtual reality has led to the recent developments of binaural reproduction methods. However, only a few of these methods are well-suited for wear
Externí odkaz:
http://arxiv.org/abs/2409.11731
Autor:
Hur, Youngmi, Kim, Sung Joo
In this paper, we present a new method for designing wavelet filter banks for any dilation matrices and in any dimension. Our approach utilizes extended Laplacian pyramid matrices to achieve this flexibility. By generalizing recent tight wavelet fram
Externí odkaz:
http://arxiv.org/abs/2409.14242
Model execution allows us to prototype and analyse software engineering models by stepping through their possible behaviours, using techniques like animation and simulation. On the other hand, deductive verification allows us to construct formal proo
Externí odkaz:
http://arxiv.org/abs/2408.15817
Autor:
Huh, SeungJung, Yun, Wooyoung, Yun, Gabin, Hwang, Samgyu, Kwon, Kiryang, Hur, Junhyeok, Lee, Seungho, Takeuchi, Hiromitsu, Kim, Se Kwon, Choi, Jae-yoon
Topology profoundly influences diverse fields of science, providing a powerful framework for classifying phases of matter and predicting nontrivial excitations, such as solitons, vortices, and skyrmions. These topological defects are typically charac
Externí odkaz:
http://arxiv.org/abs/2408.11217
Autor:
Ben-Hur, Yuval, Cassuto, Yuval
As machine-learning models grow in size, their implementation requirements cannot be met by a single computer system. This observation motivates distributed settings, in which intermediate computations are performed across a network of processing uni
Externí odkaz:
http://arxiv.org/abs/2408.10942
This study investigates the approach of direction-dependent selection of Head-Related Transfer Functions (HRTFs) and its impact on sound localization accuracy. For applications such as virtual reality (VR) and teleconferencing, obtaining individualiz
Externí odkaz:
http://arxiv.org/abs/2408.04288