From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design
Paper β’ 2311.12668 β’ Published
AI & ML interests
Generative models deep learning scientific discovery language models molecular machine learning
georgosgeorgosΒ
authored 5
papers 7 months ago
Accelerating Material Design with the Generative Toolkit for Scientific Discovery
Paper β’ 2207.03928 β’ Published
Mitigating Premature Exploitation in Particle-based Monte Carlo for Inference-Time Scaling
Paper β’ 2510.05825 β’ Published
Feedback-Driven Vision-Language Alignment with Minimal Human Supervision
Paper β’ 2501.04568 β’ Published
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation
Paper β’ 2305.18470 β’ Published
jannisbornΒ
authored 13
papers about 1 year ago
Regress, Don't Guess -- A Regression-like Loss on Number Tokens for Language Models
Paper β’ 2411.02083 β’ Published β’ 2
Towards Explainable Anticancer Compound Sensitivity Prediction via Multimodal Attention-based Convolutional Encoders
Paper β’ 1904.11223 β’ Published
Multiscale Byte Language Models -- A Hierarchical Architecture for Causal Million-Length Sequence Modeling
Paper β’ 2502.14553 β’ Published β’ 1
Quantum Theory and Application of Contextual Optimal Transport
Paper β’ 2402.14991 β’ Published
Towards quantum-enabled cell-centric therapeutics
Paper β’ 2307.05734 β’ Published
Accelerating Material Design with the Generative Toolkit for Scientific Discovery
Paper β’ 2207.03928 β’ Published
Domain-agnostic and Multi-level Evaluation of Generative Models
Paper β’ 2301.08750 β’ Published
Regression Transformer: Concurrent sequence regression and generation for molecular language modeling
Paper β’ 2202.01338 β’ Published
TITAN: T Cell Receptor Specificity Prediction with Bimodal Attention Networks
Paper β’ 2105.03323 β’ Published
POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS)
Paper β’ 2004.12084 β’ Published
Accelerating COVID-19 Differential Diagnosis with Explainable Ultrasound Image Analysis
Paper β’ 2009.06116 β’ Published
PaccMann$^{RL}$ on SARS-CoV-2: Designing antiviral candidates with conditional generative models
Paper β’ 2005.13285 β’ Published
PaccMann: Prediction of anticancer compound sensitivity with multi-modal attention-based neural networks
Paper β’ 1811.06802 β’ Published
jannisbornΒ
updated 2
Spaces about 1 year ago