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