Regress, Don't Guess -- A Regression-like Loss on Number Tokens for Language Models
Paper
•
2411.02083
•
Published
GT4SD - Generative Toolkit for Scientific Discovery
community
AI & ML interests
Generative models deep learning scientific discovery language models molecular machine learning
Recent Activity
GT4SD's activity
jannisborn
authored
13
papers
8 days ago
Towards Explainable Anticancer Compound Sensitivity Prediction via Multimodal Attention-based Convolutional Encoders
Paper
•
1904.11223
•
Published
Multiscale Byte Language Models -- A Hierarchical Architecture for Causal Million-Length Sequence Modeling
Paper
•
2502.14553
•
Published
Quantum Theory and Application of Contextual Optimal Transport
Paper
•
2402.14991
•
Published
Towards quantum-enabled cell-centric therapeutics
Paper
•
2307.05734
•
Published
Accelerating Material Design with the Generative Toolkit for Scientific Discovery
Paper
•
2207.03928
•
Published
Domain-agnostic and Multi-level Evaluation of Generative Models
Paper
•
2301.08750
•
Published
Regression Transformer: Concurrent sequence regression and generation for molecular language modeling
Paper
•
2202.01338
•
Published
TITAN: T Cell Receptor Specificity Prediction with Bimodal Attention Networks
Paper
•
2105.03323
•
Published
POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS)
Paper
•
2004.12084
•
Published
Accelerating COVID-19 Differential Diagnosis with Explainable Ultrasound Image Analysis
Paper
•
2009.06116
•
Published
PaccMann$^{RL}$ on SARS-CoV-2: Designing antiviral candidates with conditional generative models
Paper
•
2005.13285
•
Published
PaccMann: Prediction of anticancer compound sensitivity with multi-modal attention-based neural networks
Paper
•
1811.06802
•
Published
jannisborn
updated
a
Space
14 days ago
jannisborn
updated
6
Spaces
15 days ago
8
Regression Transformer
💡
Generate or predict molecular structures with properties
MOSES
💡
1
PaccMann^GP
💡
Generate molecular compounds based on property goals
2
TorchDrug
💡
1
MoLeR
💡
Generate molecular structures using scaffolds and seed molecules
14
Multitask Text and Chemistry T5
💡
Generate text based on chemistry and language tasks