Zobrazeno 1 - 10
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pro vyhledávání: '"REDDY, A"'
Omnichain Web: The Universal Framework for Streamlined Chain Abstraction and Cross-Layer Interaction
The evolution of the Web3 ecosystem has been hindered by fragmented liquidity and limited interoperability across Layer 1 (L1) and Layer 2 (L2) blockchains, which leads to inefficiencies and elevated costs. Omnichain Web addresses these challenges by
Externí odkaz:
http://arxiv.org/abs/2411.10132
Reproducibility in scientific research, particularly within the realm of natural language processing (NLP), is essential for validating and verifying the robustness of experimental findings. This paper delves into the reproduction and evaluation of d
Externí odkaz:
http://arxiv.org/abs/2410.15962
The difficulties of underwater image degradation due to light scattering, absorption, and fog-like particles which lead to low resolution and poor visibility are discussed in this study report. We suggest a sophisticated hybrid strategy that combines
Externí odkaz:
http://arxiv.org/abs/2410.14285
Symmetry plays a central role in the sciences, machine learning, and statistics. While statistical tests for the presence of distributional invariance with respect to groups have a long history, tests for conditional symmetry in the form of equivaria
Externí odkaz:
http://arxiv.org/abs/2412.14391
Autor:
Tiwari, Aman, Malay, Shiva Krishna Reddy, Yadav, Vikas, Hashemi, Masoud, Madhusudhan, Sathwik Tejaswi
Cypher, the query language for Neo4j graph databases, plays a critical role in enabling graph-based analytics and data exploration. While substantial research has been dedicated to natural language to SQL query generation (Text2SQL), the analogous pr
Externí odkaz:
http://arxiv.org/abs/2412.12612
Autor:
Dukkipati, Ambedkar, Ayyagari, Ranga Shaarad, Dasgupta, Bodhisattwa, Dutta, Parag, Onteru, Prabhas Reddy
Learning agents that excel at sequential decision-making tasks must continuously resolve the problem of exploration and exploitation for optimal learning. However, such interactions with the environment online might be prohibitively expensive and may
Externí odkaz:
http://arxiv.org/abs/2412.13106
Autor:
Reddy, Chandan K, Shojaee, Parshin
Scientific discovery is a complex cognitive process that has driven human knowledge and technological progress for centuries. While artificial intelligence (AI) has made significant advances in automating aspects of scientific reasoning, simulation,
Externí odkaz:
http://arxiv.org/abs/2412.11427
Recent studies have shown that generative language models often reflect and amplify societal biases in their outputs. However, these studies frequently conflate observed biases with other task-specific shortcomings, such as comprehension failure. For
Externí odkaz:
http://arxiv.org/abs/2412.11414
Autor:
AlDahoul, Nouar, Tan, Myles Joshua Toledo, Tera, Raghava Reddy, Karim, Hezerul Abdul, Lim, Chee How, Mishra, Manish Kumar, Zaki, Yasir
License plate recognition (LPR) involves automated systems that utilize cameras and computer vision to read vehicle license plates. Such plates collected through LPR can then be compared against databases to identify stolen vehicles, uninsured driver
Externí odkaz:
http://arxiv.org/abs/2412.14197
Autor:
Chakraborty, Novoneel, Tandon, Anshoo, Reddy, Kailash, Kirpekar, Kaushal, Robert, Bryan Paul, Kumar, Hari Dilip, Venkatesh, Abhilash, Sharma, Abhay
Data de-identification makes it possible to glean insights from data while preserving user privacy. The use of Trusted Execution Environments (TEEs) allow for the execution of de-identification applications on the cloud without the need for a user to
Externí odkaz:
http://arxiv.org/abs/2412.09222