🏢 Technion - Israel Institute of Technology

AI automates mathematical constant formula discovery by analyzing convergence dynamics, revealing known and novel formulas for π, ln(2), and other constants.

Emergent communication protocols are surprisingly inconsistent; this paper proves reconstruction-based objectives yield semantically consistent protocols, unlike discrimination-based ones, highlightin…

Cost-robust contracts, inspired by statistical hypothesis tests, incentivize quality in LLM text generation, overcoming the moral hazard of pay-per-token models.

VLScore: a novel image-aware metric revolutionizes medical report evaluation by jointly assessing textual and visual similarities, significantly improving alignment with radiologist assessments.

Classification Diffusion Models (CDMs) revolutionize density ratio estimation by integrating the strengths of diffusion models and classifiers, achieving state-of-the-art image generation and likeliho…

Flexible Subgraph GNNs, achieving scalability via graph products and coarsening, consistently outperform baselines and adapt to varying subgraph numbers.