@CoserOmar

Passionate in AI and BigData. PhD in Artificial Intelligence.

Joined April 2020
  • Tweets10
  • Following27
  • Followers17
1Media
My last paper has been accepted in Briefings in Bioinformatics! 🎉 "ELISA: an interpretable hybrid generative AI agent for expression-grounded discovery in single-cell genomics" doi.org/10.1093/bib/bbag501 #SingleCell #Bioinformatics #AIAgents #scRNAseq #Genomics #AI

ELISA (Embedding-Linked Interactive Single-cell Agent): an interpretable hybrid generative Artifi...

Abstract. Translating single-cell RNA sequencing (scRNA-seq) data into mechanistic biological hypotheses remains a critical bottleneck, as agentic AI syste

academic.oup.com
1
1
188
Happy to share that my NeurIPS paper entitled "Towads Understanding Self-Pretraining for Sequence classification got accepted. Special thanks to @orvieto_antonio for the supervision. #NeurIPS #AI #Research #transformer #Deeplearning
9
492
I have long been fascinated by the "Never Train from Scratch" (arxiv.org/abs/2310.02980, ICLR24 outstanding paper) results by @AmosaurusRex and collaborators. Finally, with @CoserOmar we got time to look into the mechanisms of self-pretraining (SPT). Here's what we learned 🧵
3
19
2
185
22,214
Omar Coser retweeted
Ido Amos@AmosaurusRexJun 7
Really cool to seeing follow up work on SPT! I've always been curious why optimizing seemingly local objectives (like MLM) lead to gains on long context tasks. @orvieto_antonio & @CoserOmar provide valuable insights on that and more. Enojyed reading the paper, awesome work!
Antonio Orvieto
@orvieto_antonioJun 5
I have long been fascinated by the "Never Train from Scratch" (arxiv.org/abs/2310.02980, ICLR24 outstanding paper) results by @AmosaurusRex and collaborators. Finally, with @CoserOmar we got time to look into the mechanisms of self-pretraining (SPT). Here's what we learned 🧵
1
2
10
2,271
New preprint 🧬 ELISA, an open-source AI agent that lets you interrogate your single-cell dataset in natural language and generate a complete biological report. Paper: arxiv.org/abs/2603.11872 Feedback welcome! #singlecell #bioinformatics #AI

ELISA: An Interpretable Hybrid Generative AI Agent for...

Translating single-cell RNA sequencing (scRNA-seq) data into mechanistic biological hypotheses remains a critical bottleneck, as agentic AI systems lack direct access to transcriptomic...

arxiv.org
850
frontiersin.org/journals/com…

Frontiers | Deep learning for human locomotion analysis in lower-limb exoskeletons: a comparative...

IntroductionWearable robotics for lower-limb assistance is increasingly investigated to enhance mobility in individuals with physical impairments and to augm...

frontiersin.org
313
New Research: AI-based methodologies for exoskeleton-assisted rehabilitation of the lower limb: a review: Over the past few years, there has been a noticeable surge in efforts to design novel tools and approaches that incorporate Artificial… frontiersin.org/articles/10.… #Robotics #AI
1
1
281
Load more