Zobrazeno 1 - 10
of 17 969
pro vyhledávání: '"Yim, P."'
Autor:
Yim, Jae-Young, Sim, Jae-Young
Large-scale 3D point clouds (LS3DPC) obtained by LiDAR scanners require huge storage space and transmission bandwidth due to a large amount of data. The existing methods of LS3DPC compression separately perform rule-based point sampling and learnable
Externí odkaz:
http://arxiv.org/abs/2412.07302
Autor:
Gilbert, Anna C., Yim, Joon-Hyeok
A metric space $(X,d)$ is said to be $\delta$-hyperbolic if $d(x,y)+d(z,w)$ is at most $\max(d(x,z)+d(y,w), d(x,w)+d(y,z))$ by $2 \delta$. A geodesic space is $\delta$-slim if every geodesic triangle $\Delta(x,y,z)$ is $\delta$-slim. It is well-estab
Externí odkaz:
http://arxiv.org/abs/2412.05746
The ringdown phase of a gravitational wave (GW) signal from a binary black hole merger provides valuable insights into the properties of the final black hole and serves as a critical test of general relativity in the strong-field regime. A key aspect
Externí odkaz:
http://arxiv.org/abs/2411.13333
Autor:
Grindrod, Peter, Yim, Ka Man
We propose a high dimensional generalisation of the standard Klein bottle, going beyond those considered previously. We address the problem of generating continuous scalar fields (distributions) and dynamical systems (flows) on such state spaces, whi
Externí odkaz:
http://arxiv.org/abs/2411.06215
Autor:
Holderrieth, Peter, Havasi, Marton, Yim, Jason, Shaul, Neta, Gat, Itai, Jaakkola, Tommi, Karrer, Brian, Chen, Ricky T. Q., Lipman, Yaron
We introduce generator matching, a modality-agnostic framework for generative modeling using arbitrary Markov processes. Generators characterize the infinitesimal evolution of a Markov process, which we leverage for generative modeling in a similar v
Externí odkaz:
http://arxiv.org/abs/2410.20587
Autor:
Orsel, Ogulcan E., Noh, Jiho, Zhu, Penghao, Yim, Jieun, Hughes, Taylor L., Thomale, Ronny, Bahl, Gaurav
Asymmetric energy exchange interactions, also known as Hatano-Nelson type couplings, enable the study of non-Hermitian physics and associated phenomena like the non-Hermitian skin effect and exceptional points (EP). Since these interactions are by de
Externí odkaz:
http://arxiv.org/abs/2410.10079
Autor:
Chan, Chunkit, Jiayang, Cheng, Liu, Xin, Yim, Yauwai, Jiang, Yuxin, Deng, Zheye, Li, Haoran, Song, Yangqiu, Wong, Ginny Y., See, Simon
Debate is the process of exchanging viewpoints or convincing others on a particular issue. Recent research has provided empirical evidence that the persuasiveness of an argument is determined not only by language usage but also by communicator charac
Externí odkaz:
http://arxiv.org/abs/2410.04239
Large language models~(LLMs) have been adopted to process textual task description and accomplish procedural planning in embodied AI tasks because of their powerful reasoning ability. However, there is still lack of study on how vision language model
Externí odkaz:
http://arxiv.org/abs/2410.03907
Autor:
Lee, Chanhui, Jeong, Dae-Woong, Ko, Sung Moon, Lee, Sumin, Kim, Hyunseung, Yim, Soorin, Han, Sehui, Kim, Sungwoong, Lim, Sungbin
Publikováno v:
ICML2024-AI4Science Poster
Molecules have a number of distinct properties whose importance and application vary. Often, in reality, labels for some properties are hard to achieve despite their practical importance. A common solution to such data scarcity is to use models of go
Externí odkaz:
http://arxiv.org/abs/2410.00432
Autor:
Yim, Soorin, Jeong, Dae-Woong, Ko, Sung Moon, Lee, Sumin, Kim, Hyunseung, Lee, Chanhui, Han, Sehui
Training deep learning models on limited data while maintaining generalization is one of the fundamental challenges in molecular property prediction. One effective solution is transferring knowledge extracted from abundant datasets to those with scar
Externí odkaz:
http://arxiv.org/abs/2409.16645