sGPO: Trading Inference FLOPs for Training Efficiency in RLVR
Paper • 2606.08854 • Published
AI & ML interests
Generative models deep learning scientific discovery language models molecular machine learning
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georgosgeorgos
authored 4
papers 17 days ago
Intrinsic Selection and Particle Resampling for Inference-Time Scaling Beyond Domain Verifiability
Paper • 2606.08850 • Published
GIFT: Bootstrapping Image-to-CAD Program Synthesis via Geometric Feedback
Paper • 2603.27448 • Published
SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation
Paper • 2110.12279 • Published
georgosgeorgos
authored 5
papers 9 months ago
From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design
Paper • 2311.12668 • Published
Accelerating Material Design with the Generative Toolkit for Scientific Discovery
Paper • 2207.03928 • Published
Mitigating Premature Exploitation in Particle-based Monte Carlo for Inference-Time Scaling
Paper • 2510.05825 • Published
Feedback-Driven Vision-Language Alignment with Minimal Human Supervision
Paper • 2501.04568 • Published
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation
Paper • 2305.18470 • Published
jannisborn
authored 11
papers over 1 year ago
Regress, Don't Guess -- A Regression-like Loss on Number Tokens for Language Models
Paper • 2411.02083 • Published • 2
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 • 1
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