Zobrazeno 1 - 10
of 21 871
pro vyhledávání: '"Sayan, A"'
Referring Expression Segmentation (RES) aims to provide a segmentation mask of the target object in an image referred to by the text (i.e., referring expression). Existing methods require large-scale mask annotations. Moreover, such approaches do not
Externí odkaz:
http://arxiv.org/abs/2407.02389
Human evaluation of generated language through pairwise preference judgments is pervasive. However, under common scenarios, such as when generations from a model pair are very similar, or when stochastic decoding results in large variations in genera
Externí odkaz:
http://arxiv.org/abs/2407.01878
Autor:
Chowdhury, Sanjoy, Nag, Sayan, Dasgupta, Subhrajyoti, Chen, Jun, Elhoseiny, Mohamed, Gao, Ruohan, Manocha, Dinesh
Leveraging Large Language Models' remarkable proficiency in text-based tasks, recent works on Multi-modal LLMs (MLLMs) extend them to other modalities like vision and audio. However, the progress in these directions has been mostly focused on tasks t
Externí odkaz:
http://arxiv.org/abs/2407.01851
This study investigates the nonlinear normal modes (NNMs) of a system comprising of two coupled Duffing oscillators, with one oscillator being grounded and with the coupling being both linear and nonlinear. The study utilizes the eigenfunctions of th
Externí odkaz:
http://arxiv.org/abs/2407.00854
Turing instability in complex networks have been shown in the literature to be dominated by the distribution of the nodal degrees. The conditions for Turing instability have been derived with an explicit dependence on the eigenvalues of the Laplacian
Externí odkaz:
http://arxiv.org/abs/2406.17440
Slow relaxation and heterogeneous dynamics are characteristic features of glasses. The presence of glassy dynamics in nonequilibrium systems, such as active matter, is of significant interest due to its implications for living systems and material sc
Externí odkaz:
http://arxiv.org/abs/2406.17927
Dementia is a mental illness that people live with all across the world. No one is immune. Nothing can predict its onset. The true story of dementia remains unknown globally, partly due to the denial of dementia symptoms and partly due to the social
Externí odkaz:
http://arxiv.org/abs/2406.16138
Autor:
Biswas, Sayan, Dras, Mark, Faustini, Pedro, Fernandes, Natasha, McIver, Annabelle, Palamidessi, Catuscia, Sadeghi, Parastoo
Within the machine learning community, reconstruction attacks are a principal attack of concern and have been identified even in federated learning, which was designed with privacy preservation in mind. In federated learning, it has been shown that a
Externí odkaz:
http://arxiv.org/abs/2406.13569
Autor:
Banerjee, Somnath, Tripathy, Soham, Layek, Sayan, Kumar, Shanu, Mukherjee, Animesh, Hazra, Rima
Safety-aligned language models often exhibit fragile and imbalanced safety mechanisms, increasing the likelihood of generating unsafe content. In addition, incorporating new knowledge through editing techniques to language models can further compromi
Externí odkaz:
http://arxiv.org/abs/2406.12274
Ensuring the safe alignment of large language models (LLMs) with human values is critical as they become integral to applications like translation and question answering. Current alignment methods struggle with dynamic user intentions and complex obj
Externí odkaz:
http://arxiv.org/abs/2406.11801