← Search

Ebtesam Almazrouei

2 accepted papers

2023

Semantic Segmentation Based on Multiple Granularity Learning

IROS 2023poster

Accurate and robust coarse semantic segmentation plays a key role in the pursuit of autonomous driving. We present an algorithm that regularizes the representation space of Semantic Segmentation by Multiple Granularity Learning (SSMGL). This approach explores multiple levels of semantic knowledge in…

Cited by 0SourceScholar
2023

The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data Only

NeurIPS 2023poster

Large language models are commonly trained on a mixture of filtered web data and curated ``high-quality'' corpora, such as social media conversations, books, or technical papers. This curation process is believed to be necessary to produce performant models with broad zero-shot generalization abilit…

Cited by 147SourcePDFScholar