3 papers
cs.LG2025
LLM as a Neural Architect: Controlled Generation of Image Captioning Models Under Strict API Contracts
Krunal Jesani, Dmitry Ignatov, Radu Timofte
Neural architecture search (NAS) traditionally requires significant human expertise or automated trial-and-error to design deep learning models. We present NN-Caption, an LLM-guide…
cs.CV2025
AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance?
Nada Aboudeshish, Dmitry Ignatov, Radu Timofte
Data augmentation is a crucial technique in deep learning, particularly for tasks with limited dataset diversity, such as skeleton-based datasets. This paper proposes a comprehensi…
cs.CL2025
VIST-GPT: Ushering in the Era of Visual Storytelling with LLMs?
Mohamed Gado, Towhid Taliee, Muhammad Memon +2
Visual storytelling is an interdisciplinary field combining computer vision and natural language processing to generate cohesive narratives from sequences of images. This paper pre…