Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding

1 code implementation • 15 Aug 2024 • Xiner Li, Yulai Zhao, Chenyu Wang, Gabriele Scalia, Gokcen Eraslan, Surag Nair, Tommaso Biancalani, Aviv Regev, Sergey Levine, Masatoshi Uehara

Diffusion models excel at capturing the natural design spaces of images, molecules, DNA, RNA, and protein sequences.

Image Generation

Technical Note on Transcription Factor Motif Discovery from Importance Scores (TF-MoDISco) version 0.5.6.5

1 code implementation • 31 Oct 2018 • Avanti Shrikumar, Katherine Tian, Žiga Avsec, Anna Shcherbina, Abhimanyu Banerjee, Mahfuza Sharmin, Surag Nair, Anshul Kundaje

TF-MoDISco (Transcription Factor Motif Discovery from Importance Scores) is an algorithm for identifying motifs from basepair-level importance scores computed on genomic sequence data.

A Biomedical Information Extraction Primer for NLP Researchers

no code implementations • 10 May 2017 • Surag Nair

Biomedical Information Extraction is an exciting field at the crossroads of Natural Language Processing, Biology and Medicine.

NER Relation +1