Zobrazeno 1 - 10
of 29 337
pro vyhledávání: '"Mittal, P."'
Specialized datasets that capture the fashion industry's rich language and styling elements can boost progress in AI-driven fashion design. We present FLORA (Fashion Language Outfit Representation for Apparel Generation), the first comprehensive data
Externí odkaz:
http://arxiv.org/abs/2411.13901
A novel model of the wake of swimming fish is developed and incorporated into a dynamical model of a fish school to explore the effect of hydrodynamics on the emergent behavior in schooling fish. The model incorporates well-established rules for attr
Externí odkaz:
http://arxiv.org/abs/2411.13406
Scientific Workflow Systems (SWSs) are advanced software frameworks that drive modern research by orchestrating complex computational tasks and managing extensive data pipelines. These systems offer a range of essential features, including modularity
Externí odkaz:
http://arxiv.org/abs/2411.10890
Large Language Models (LLMs) have gained widespread popularity due to their exceptional capabilities across various domains, including chatbots, healthcare, education, content generation, and automated support systems. However, developers encounter n
Externí odkaz:
http://arxiv.org/abs/2411.10873
Autor:
Mittal, Atharv
Due to increasing privacy regulations and regulatory compliance, Machine Unlearning (MU) has become essential. The goal of unlearning is to remove information related to a specific class from a model. Traditional approaches achieve exact unlearning b
Externí odkaz:
http://arxiv.org/abs/2411.11907
Autor:
Matloff, Norman, Mittal, Aditya
Decision-making processes have increasingly come to rely on sophisticated machine learning tools, raising concerns about the fairness of their predictions with respect to any sensitive groups. The widespread use of commercial black-box machine learni
Externí odkaz:
http://arxiv.org/abs/2411.08297
Autor:
Hashemi, Seyed Danial, Mittal, Sunil
Publikováno v:
Nature Communications, 2024
Generating coherent optical frequency combs in micro-ring resonators with Kerr nonlinearity has remarkably advanced the fundamental understanding and applications of temporal dissipative solitons. However, the spectrum of such soliton combs is restri
Externí odkaz:
http://arxiv.org/abs/2411.07236
Autor:
Thompson, Andrew, Sommers, Alexander, Russell-Gilbert, Alicia, Cummins, Logan, Mittal, Sudip, Rahimi, Shahram, Seale, Maria, Jaboure, Joseph, Arnold, Thomas, Church, Joshua
Predictive maintenance has been used to optimize system repairs in the industrial, medical, and financial domains. This technique relies on the consistent ability to detect and predict anomalies in critical systems. AI models have been trained to det
Externí odkaz:
http://arxiv.org/abs/2411.05848
Autor:
Bergamaschi, Thiago, Jeronimo, Fernando Granha, Mittal, Tushant, Srivastava, Shashank, Tulsiani, Madhur
We give a construction of Quantum Low-Density Parity Check (QLDPC) codes with near-optimal rate-distance tradeoff and efficient list decoding up to the Johnson bound in polynomial time. Previous constructions of list decodable good distance quantum c
Externí odkaz:
http://arxiv.org/abs/2411.04306
The growing power of data science can play a crucial role in addressing social discrimination, necessitating nuanced understanding and effective mitigation strategies of potential biases. Data Science Looks At Discrimination (dsld) is an R and Python
Externí odkaz:
http://arxiv.org/abs/2411.04228