Reducing Hallucinations in VLMs using REVERSE
Author(s): Youssef Farag Originally published on Towards AI. Paper link: https://arxiv.org/abs/2504.13169 Code: https://github.com/tsunghan-wu/reverse_vlm Released: 17th of April 2025 Figure 1. REVERSE: a novel online verification and hallucination detection framework capable of automatically detecting hallucinations and proactively correcting itself. Image taken from [1] …
DoRA Explained: Next Evolution of LoRA?
Author(s): Youssef Farag Originally published on Towards AI. Paper link: https://arxiv.org/abs/2402.09353 Code: https://github.com/NVlabs/DoRA Released: 14th of February 2024 No one can deny how crucial Low-Rank Optimization (LoRA)[2] is for fine-tuning LLMs. It has become the primary solution for managing fine-tuning with limited …