Sustainability of Adoption of New Improved Rice Variety Innovation in West Kalimantan Coastal Areas: Review of Social and Cultural Aspects

HD Bancin, E Ekawati, R Rizieq, E Ellyta - Agro Ekonomi, 2024 - journal.ugm.ac.id
As a staple food in Indonesia, rice has significant socio-economic value, especially in
regions such as West Kalimantan. However, the variability of rice production poses a …

A machine learning-based mobile Chatbot for crop farmers

PU Usip, EN Udo, DE Asuquo, OR James - International Conference on …, 2022 - Springer
Agriculture remains the basis of the country's economy, providing the main source of
livelihood for most citizenry such as food, employment, income and foreign exchange as …

AgAsk: an agent to help answer farmer's questions from scientific documents

B Koopman, A Mourad, H Li, A Vegt, S Zhuang… - International Journal on …, 2023 - Springer
Decisions in agriculture are increasingly data-driven. However, valuable agricultural
knowledge is often locked away in free-text reports, manuals and journal articles …

[PDF][PDF] Unified Generative Vision-Language Understanding

J Carter, A Goldstein, J Roy - 2024 - preprints.org
This paper introduces an innovative learning framework where linguistic representations are
inherently grounded in visual perceptions, circumventing the need for predefined categorical …

[PDF][PDF] Adaptive Kernel-Attention Framework for Multimodal Representation Learning

L James, Z Monroe, J Roy - 2024 - preprints.org
The integration of multimodal data in retrieval applications, such as text with accompanying
images on platforms like Wikipedia, has emerged as a critical area of research. The …

[PDF][PDF] An Integrated Multimodal System for Identifying Offensive Memes

E Cohen, J Levy, J Roy - 2024 - preprints.org
The manifestation of online hate speech has increasingly adopted a multimodal format,
prominently featuring memes that combine both visual imagery and textual content …

[PDF][PDF] Toxic Memes Recognition Through with Multimodal Bidirectional Cross-Attention

A Hashim, N Coleman, J Roy - 2024 - preprints.org
Despite the considerable advancements achieved with machine learning techniques in
identifying hate speech, numerous technical obstacles persist that hinder these models from …

[PDF][PDF] MC-Net: A Multi-Path Contextual Reasoning Framework for Multimodal Conversations

E Parker, N Harper, J Roy - 2024 - preprints.org
Multimodal Conversation is a sophisticated vision-language task where an AI agent must
engage in meaningful dialogues grounded in visual content. This requires a deep …

[PDF][PDF] Adaptive Transformer with Sequence-Guided Decoders for Enhanced Vision Captioning

C Mitchell, L Hsu, D Fernández - 2025 - preprints.org
In recent years, Transformer architectures have been extensively applied to image
captioning, achieving remarkable performance. The spatial and positional relationships …

[PDF][PDF] MDD-Net: Medical Segmentation with Parallel Denoising Transformation

S Brown, J Davis, J Roy - 2024 - preprints.org
The automated segmentation of brain gliomas from multimodal MRI scans is pivotal in both
clinical trials and everyday medical practice. Manual segmentation, however, presents …