Zobrazeno 1 - 10
of 1 662
pro vyhledávání: '"Lê, Minh P."'
In this study, we address causal inference when only observational data and a valid causal ordering from the causal graph are available. We introduce a set of flow models that can recover component-wise, invertible transformation of exogenous variabl
Externí odkaz:
http://arxiv.org/abs/2412.09843
Autor:
Le, Minh, Luu, Tien Ngoc, The, An Nguyen, Le, Thanh-Thien, Nguyen, Trang, Nguyen, Tung Thanh, Van, Linh Ngo, Nguyen, Thien Huu
To address catastrophic forgetting in Continual Relation Extraction (CRE), many current approaches rely on memory buffers to rehearse previously learned knowledge while acquiring new tasks. Recently, prompt-based methods have emerged as potent altern
Externí odkaz:
http://arxiv.org/abs/2412.08285
Derivation of recursive formulas for integrals of Hermite polynomial products and their applications
In this work, we derive three recursive formulas for the integrals of products of Hermite polynomials. The derivation is notably straightforward, relying solely on the well-established properties of Hermite polynomials and the technique of integratio
Externí odkaz:
http://arxiv.org/abs/2411.15541
In this paper, we propose ZeFaV - a zero-shot based fact-checking verification framework to enhance the performance on fact verification task of large language models by leveraging the in-context learning ability of large language models to extract t
Externí odkaz:
http://arxiv.org/abs/2411.11247
Autor:
Tran, Quyen, Phan, Hoang, Le, Minh, Truong, Tuan, Phung, Dinh, Ngo, Linh, Nguyen, Thien, Ho, Nhat, Le, Trung
Drawing inspiration from human learning behaviors, this work proposes a novel approach to mitigate catastrophic forgetting in Prompt-based Continual Learning models by exploiting the relationships between continuously emerging class data. We find tha
Externí odkaz:
http://arxiv.org/abs/2410.04327
Prompt-based techniques, such as prompt-tuning and prefix-tuning, have gained prominence for their efficiency in fine-tuning large pre-trained models. Despite their widespread adoption, the theoretical foundations of these methods remain limited. For
Externí odkaz:
http://arxiv.org/abs/2410.02200
We verify the conjectures due to Lewis, Reiner and Stanton about the Hilbert series of the invariant ring of the truncated polynomial ring for all parabolic subgroups up to rank $3$. This is done by constructing an explicit set of generators for each
Externí odkaz:
http://arxiv.org/abs/2408.16250
Autor:
Le, Minh Ngoc, Cooper, Andrew P.
Empirically, the total number (or total mass) of globular clusters bound in a single galactic system correlates with the viral mass of the system. The form of this relation and its intrinsic scatter are potentially valuable constraints on theories of
Externí odkaz:
http://arxiv.org/abs/2408.07124
Autor:
Le, Minh-Quan, Graikos, Alexandros, Yellapragada, Srikar, Gupta, Rajarsi, Saltz, Joel, Samaras, Dimitris
Synthesizing high-resolution images from intricate, domain-specific information remains a significant challenge in generative modeling, particularly for applications in large-image domains such as digital histopathology and remote sensing. Existing m
Externí odkaz:
http://arxiv.org/abs/2407.14709
For each parabolic subgroup $P$ of the general linear group $GL_n(\mathbb{F}_q)$, a conjecture due to Lewis, Reiner and Stanton \cite{LewisReinerStanton2017} predicts a formula for the Hilbert series of the space of invariants $\mathcal{Q}_m(n)^{P}$
Externí odkaz:
http://arxiv.org/abs/2407.14339