Zobrazeno 1 - 10
of 28
pro vyhledávání: '"Kuzmin, Dima"'
Autor:
Hebert, Liam, Sayana, Krishna, Jash, Ambarish, Karatzoglou, Alexandros, Sodhi, Sukhdeep, Doddapaneni, Sumanth, Cai, Yanli, Kuzmin, Dima
Understanding the nuances of a user's extensive interaction history is key to building accurate and personalized natural language systems that can adapt to evolving user preferences. To address this, we introduce PERSOMA, Personalized Soft Prompt Ada
Externí odkaz:
http://arxiv.org/abs/2408.00960
Modeling long histories plays a pivotal role in enhancing recommendation systems, allowing to capture user's evolving preferences, resulting in more precise and personalized recommendations. In this study we tackle the challenges of modeling long use
Externí odkaz:
http://arxiv.org/abs/2401.04858
Autor:
Su, Kun, Li, Judith Yue, Huang, Qingqing, Kuzmin, Dima, Lee, Joonseok, Donahue, Chris, Sha, Fei, Jansen, Aren, Wang, Yu, Verzetti, Mauro, Denk, Timo I.
Video-to-music generation demands both a temporally localized high-quality listening experience and globally aligned video-acoustic signatures. While recent music generation models excel at the former through advanced audio codecs, the exploration of
Externí odkaz:
http://arxiv.org/abs/2305.06594
Autor:
Ram, Naveen, Kuzmin, Dima, Chio, Ellie Ka In, Alzantot, Moustafa Farid, Ontanon, Santiago, Jash, Ambarish, Li, Judith Yue
In this paper, we analyze the performance of a multitask end-to-end transformer model on the task of conversational recommendations, which aim to provide recommendations based on a user's explicit preferences expressed in dialogue. While previous wor
Externí odkaz:
http://arxiv.org/abs/2305.06218
Multimodal learning can benefit from the representation power of pretrained Large Language Models (LLMs). However, state-of-the-art transformer based LLMs often ignore negations in natural language and there is no existing benchmark to quantitatively
Externí odkaz:
http://arxiv.org/abs/2301.03238
Autor:
Kuzmin, Dima.
Publikováno v:
Digital Dissertations Database. Restricted to UC campuses..
Thesis (Ph.D.)-University of California, Santa Cruz, 2009.
Typescript. Includes bibliographical references (leaves 193-202) Also available online. Restricted to UC campuses.
Typescript. Includes bibliographical references (leaves 193-202) Also available online. Restricted to UC campuses.
Externí odkaz:
http://uclibs.org/PID/11984
Autor:
Sodhi, Sukhdeep S., Chio, Ellie Ka-In, Jash, Ambarish, Ontañón, Santiago, Apte, Ajit, Kumar, Ankit, Jeje, Ayooluwakunmi, Kuzmin, Dima, Fung, Harry, Cheng, Heng-Tze, Effrat, Jon, Bali, Tarush, Jindal, Nitin, Cao, Pei, Singh, Sarvjeet, Zhou, Senqiang, Khan, Tameen, Wankhede, Amol, Alzantot, Moustafa, Wu, Allen, Chandra, Tushar
As more and more online search queries come from voice, automatic speech recognition becomes a key component to deliver relevant search results. Errors introduced by automatic speech recognition (ASR) lead to irrelevant search results returned to the
Externí odkaz:
http://arxiv.org/abs/2105.09930
Autor:
Wu, Tao, Chio, Ellie Ka-In, Cheng, Heng-Tze, Du, Yu, Rendle, Steffen, Kuzmin, Dima, Agarwal, Ritesh, Zhang, Li, Anderson, John, Singh, Sarvjeet, Chandra, Tushar, Chi, Ed H., Li, Wen, Kumar, Ankit, Ma, Xiang, Soares, Alex, Jindal, Nitin, Cao, Pei
Many recent advances in neural information retrieval models, which predict top-K items given a query, learn directly from a large training set of (query, item) pairs. However, they are often insufficient when there are many previously unseen (query,
Externí odkaz:
http://arxiv.org/abs/2008.02930
Autor:
Warmuth, Manfred K., Kuzmin, Dima
One of the main concepts in quantum physics is a density matrix, which is a symmetric positive definite matrix of trace one. Finite probability distributions are a special case where the density matrix is restricted to be diagonal. Density matrices a
Externí odkaz:
http://arxiv.org/abs/1408.3100
Autor:
Warmuth, Manfred K, Kuzmin, Dima
One of the main concepts in quantum physics is a density matrix, which is a symmetric positive definite matrix of trace one. Finite probability distributions can be seen as a special case when the density matrix is restricted to be diagonal. We devel
Externí odkaz:
http://arxiv.org/abs/0901.1273