Zobrazeno 1 - 10
of 8 477
pro vyhledávání: '"Chandramouli, A."'
Autor:
Kamanchi, Chandramouli, Mukherjee, Sumatra, Sampath, Kameshwaran, Dayama, Pankaj, Jati, Arindam, Ekambaram, Vijay, Phan, Dzung
Activation functions are non-linearities in neural networks that allow them to learn complex mapping between inputs and outputs. Typical choices for activation functions are ReLU, Tanh, Sigmoid etc., where the choice generally depends on the applicat
Externí odkaz:
http://arxiv.org/abs/2408.03599
Study of correlation functions in AdS/CFT and in-in correlators in de Sitter space often requires the computation of Witten diagrams. Due to the complexity of evaluating radial integrals for these correlators, several indirect approaches have been de
Externí odkaz:
http://arxiv.org/abs/2408.00074
We derive formulae for the soft limit of tree-level gluon and graviton correlators in Anti-de Sitter space, which arise from Feynman diagrams encoding the Weinberg soft theorems in flat space. Other types of diagrams can also contribute to the soft l
Externí odkaz:
http://arxiv.org/abs/2407.16052
This extended report presents DDS, a novel disaggregated storage architecture enabled by emerging networking hardware, namely DPUs (Data Processing Units). DPUs can optimize the latency and CPU consumption of disaggregated storage servers. However, u
Externí odkaz:
http://arxiv.org/abs/2407.13618
Autor:
Sharma, Dushyant, Fosburgh, James, Dumpala, Sri Harsha, Sastri, Chandramouli Shama, Kruchinin, Stanislav Yu., Naylor, Patrick A.
We explore the recently proposed explainable acoustic neural embedding~(XANE) system that models the background acoustics of a speech signal in a non-intrusive manner. The XANE embeddings are used to estimate specific parameters related to the backgr
Externí odkaz:
http://arxiv.org/abs/2407.06342
Autor:
Dumpala, Sri Harsha, Jaiswal, Aman, Sastry, Chandramouli, Milios, Evangelos, Oore, Sageev, Sajjad, Hassan
Despite their remarkable successes, state-of-the-art large language models (LLMs), including vision-and-language models (VLMs) and unimodal language models (ULMs), fail to understand precise semantics. For example, semantically equivalent sentences e
Externí odkaz:
http://arxiv.org/abs/2406.11171
Autor:
Dumpala, Sri Harsha, Sharma, Dushyant, Sastri, Chandramouli Shama, Kruchinin, Stanislav, Fosburgh, James, Naylor, Patrick A.
We present a novel method for extracting neural embeddings that model the background acoustics of a speech signal. The extracted embeddings are used to estimate specific parameters related to the background acoustic properties of the signal in a non-
Externí odkaz:
http://arxiv.org/abs/2406.05199
Human cognition excels at symbolic reasoning, deducing abstract rules from limited samples. This has been explained using symbolic and connectionist approaches, inspiring the development of a neuro-symbolic architecture that combines both paradigms.
Externí odkaz:
http://arxiv.org/abs/2405.14436
The recent proliferation of personal wireless communication devices is driving the need for multi-band frequency selective components including multiplexers and dual-band filters. This paper presents a simple technique for transforming a single-band
Externí odkaz:
http://arxiv.org/abs/2405.06608
In this work, we propose a heuristic based open source solver for finding global solution to constrained derivative-free optimization (DFO) problems. Our solver named Global optimization using Surrogates for Derivative-free Optimization (GSDO) relies
Externí odkaz:
http://arxiv.org/abs/2404.18080