Zobrazeno 1 - 10
of 1 137
pro vyhledávání: '"Java A"'
The widespread practice of indiscriminate data scraping to fine-tune language models (LMs) raises significant legal and ethical concerns, particularly regarding compliance with data protection laws such as the General Data Protection Regulation (GDPR
Externí odkaz:
http://arxiv.org/abs/2411.08506
Autor:
Srivastava, Ashutosh, Menta, Tarun Ram, Java, Abhinav, Jadhav, Avadhoot, Singh, Silky, Jandial, Surgan, Krishnamurthy, Balaji
Modern Text-to-Image (T2I) Diffusion models have revolutionized image editing by enabling the generation of high-quality photorealistic images. While the de facto method for performing edits with T2I models is through text instructions, this approach
Externí odkaz:
http://arxiv.org/abs/2411.03982
Text-conditioned style transfer enables users to communicate their desired artistic styles through text descriptions, offering a new and expressive means of achieving stylization. In this work, we evaluate the text-conditioned image editing and style
Externí odkaz:
http://arxiv.org/abs/2405.16330
Autor:
Furniturewala, Shaz, Jandial, Surgan, Java, Abhinav, Banerjee, Pragyan, Shahid, Simra, Bhatia, Sumit, Jaidka, Kokil
Existing debiasing techniques are typically training-based or require access to the model's internals and output distributions, so they are inaccessible to end-users looking to adapt LLM outputs for their particular needs. In this study, we examine w
Externí odkaz:
http://arxiv.org/abs/2405.10431
The Ginsburg--Sands theorem from topology states that every infinite topological space has an infinite subspace homeomorphic to exactly one of the following five topologies on $\omega$: indiscrete, discrete, initial segment, final segment, and cofini
Externí odkaz:
http://arxiv.org/abs/2402.05990
Autor:
Villano, Java Darleen
A computable graph $\mathcal{G}$ is computably categorical relative to a degree $\mathbf{d}$ if and only if for all $\mathbf{d}$-computable copies $\mathcal{B}$ of $\mathcal{G}$, there is a $\mathbf{d}$-computable isomorphism $f:\mathcal{G}\to\mathca
Externí odkaz:
http://arxiv.org/abs/2401.06641
Normal numbers were introduced by Borel. Normality is certainly a weak notion of randomness; for instance, there are computable numbers which are absolutely normal. In the present paper, we introduce a relativization of normality to a fixed represent
Externí odkaz:
http://arxiv.org/abs/2312.10204
Autor:
Banerjee, Pragyan, Java, Abhinav, Jandial, Surgan, Shahid, Simra, Furniturewala, Shaz, Krishnamurthy, Balaji, Bhatia, Sumit
Fairness in Language Models (LMs) remains a longstanding challenge, given the inherent biases in training data that can be perpetuated by models and affect the downstream tasks. Recent methods employ expensive retraining or attempt debiasing during i
Externí odkaz:
http://arxiv.org/abs/2311.05451
Autor:
Java, Abhinav, Deshmukh, Shripad, Aggarwal, Milan, Jandial, Surgan, Sarkar, Mausoom, Krishnamurthy, Balaji
Active consumption of digital documents has yielded scope for research in various applications, including search. Traditionally, searching within a document has been cast as a text matching problem ignoring the rich layout and visual cues commonly pr
Externí odkaz:
http://arxiv.org/abs/2209.06584
Point clouds are an increasingly ubiquitous input modality and the raw signal can be efficiently processed with recent progress in deep learning. This signal may, often inadvertently, capture sensitive information that can leak semantic and geometric
Externí odkaz:
http://arxiv.org/abs/2203.12192