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of 44
pro vyhledávání: '"Zhong, Jianyuan"'
Circuit representation learning has shown promising results in advancing the field of Electronic Design Automation (EDA). Existing models, such as DeepGate Family, primarily utilize Graph Neural Networks (GNNs) to encode circuit netlists into gate-le
Externí odkaz:
http://arxiv.org/abs/2407.11095
In quantitative investment, constructing characteristic-sorted portfolios is a crucial strategy for asset allocation. Traditional methods transform raw stock data of varying frequencies into predictive characteristic factors for asset sorting, often
Externí odkaz:
http://arxiv.org/abs/2405.15833
This work introduces a novel Text-Guided Time Series Forecasting (TGTSF) task. By integrating textual cues, such as channel descriptions and dynamic news, TGTSF addresses the critical limitations of traditional methods that rely purely on historical
Externí odkaz:
http://arxiv.org/abs/2405.13522
Recent advancements in Text-to-Image (T2I) models have raised significant safety concerns about their potential misuse for generating inappropriate or Not-Safe-For-Work (NSFW) contents, despite existing countermeasures such as NSFW classifiers or mod
Externí odkaz:
http://arxiv.org/abs/2403.01446
Autor:
Ravanelli, Mirco, Parcollet, Titouan, Plantinga, Peter, Rouhe, Aku, Cornell, Samuele, Lugosch, Loren, Subakan, Cem, Dawalatabad, Nauman, Heba, Abdelwahab, Zhong, Jianyuan, Chou, Ju-Chieh, Yeh, Sung-Lin, Fu, Szu-Wei, Liao, Chien-Feng, Rastorgueva, Elena, Grondin, François, Aris, William, Na, Hwidong, Gao, Yan, De Mori, Renato, Bengio, Yoshua
SpeechBrain is an open-source and all-in-one speech toolkit. It is designed to facilitate the research and development of neural speech processing technologies by being simple, flexible, user-friendly, and well-documented. This paper describes the co
Externí odkaz:
http://arxiv.org/abs/2106.04624
Recurrent Neural Networks (RNNs) have long been the dominant architecture in sequence-to-sequence learning. RNNs, however, are inherently sequential models that do not allow parallelization of their computations. Transformers are emerging as a natura
Externí odkaz:
http://arxiv.org/abs/2010.13154
Autor:
Ravanelli, Mirco, Zhong, Jianyuan, Pascual, Santiago, Swietojanski, Pawel, Monteiro, Joao, Trmal, Jan, Bengio, Yoshua
Despite the growing interest in unsupervised learning, extracting meaningful knowledge from unlabelled audio remains an open challenge. To take a step in this direction, we recently proposed a problem-agnostic speech encoder (PASE), that combines a c
Externí odkaz:
http://arxiv.org/abs/2001.09239
Autor:
Hasan, Md Kamrul, Rahman, Wasifur, Zadeh, Amir, Zhong, Jianyuan, Tanveer, Md Iftekhar, Morency, Louis-Philippe, Mohammed, Hoque
Publikováno v:
EMNLP-IJCNLP, 2019, 2046-2056
Humor is a unique and creative communicative behavior displayed during social interactions. It is produced in a multimodal manner, through the usage of words (text), gestures (vision) and prosodic cues (acoustic). Understanding humor from these three
Externí odkaz:
http://arxiv.org/abs/1904.06618
Akademický článek
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Autor:
Frohman, Charles, Zhong, Jianyuan K.
Let $A\neq 0$ be a complex number with $ |A|\neq 1$. Let $M$ be a compact smooth oriented $3$-manifold, the $SU(3)$-skein space of $M$, $S_A(M)$, is the vector space over $\mathbb{C}$ generated by framed oriented links (including framed oriented triv
Externí odkaz:
http://arxiv.org/abs/1706.02568