Published onMarch 10, 2026Understanding Diffusion Memorization Via Complexity of Target Analytical ScoreDiffusionMemorizationResearchUnderstanding diffusion model memorization via complexity of the target analytical score
Published onJanuary 9, 2026Test Time Scaling of Protein Language ModelsInference-scalingResearchScaling protein language models inference to solve difficult protein design problems
Published onAugust 12, 2025Scaffold Diffusion | Discrete Diffusion for 3D Voxel StructuresDiscrete-Diffusion3D-StructuresResearch3D voxel structure generation with discrete diffusion
Published onJanuary 11, 2025Constraint Guidance and Discrete Diffusion Models for CSPsdiscrete-diffusionresearchDiscrete diffusion models for sudoku and improving generation with guidance
Published onOctober 20, 2024(Shower Thoughts) Stochastic Search is All You Need—Guidance for Discrete Diffusion with Non-Differentiable ObjectivesshortdiffusionresearchNaive idea for diffusion guidance with non-differentiable guidance function
Published onJanuary 6, 2024(Research Idea) Discrete Diffusion for Inverse Protein FoldingdiffusionresearchBackground on discrete diffusion and a proposed diffusion method for inverse protein folding
Published onJanuary 3, 2024Evaluating LLMs (Part 2)- Evaluating the Groundedness of LLM Output Through Causally Similar Augmentationsuncertainty-quantificationLLMresearchProposed method of quantifying groundedness of LLM output through data augmentations
Published onJanuary 2, 2024Evaluating LLMs (Part 1)- Knowing when we don't know through ensemble based uncertainty quantificationuncertainty-quantificationLLMresearchProposed method of quantifying uncertainty of LLMs
Published onJanuary 1, 2024(Research Idea) Transformer-Based Multi-Task RL with Policy Distillationreinforcement-learningresearchA research proposal to improve offline learning using novelty driven policy distillation