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biological sequence design

8 papers

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protein design (4) generative model (2) score-conditioned generation (1) promoter design (1) cell-type-specific expression (1) dna binding site (1) cell-type-specific promoter (1) conservative objective model (1) gene therapy (1) diverse candidate generation (1)

Papers

Designing Biological Sequences without Prior Knowledge Using Evolutionary Reinforcement Learning AAAI 2024 Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization NeurIPS 2024 Bootstrapped Training of Score-Conditioned Generator for Offline Design of Biological Sequences NeurIPS 2023 Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders ICML 2022 Biological Sequence Design with GFlowNets ICML 2022 Unifying Likelihood-free Inference with Black-box Optimization and Beyond ICLR 2022 Model-based reinforcement learning for biological sequence design ICLR 2020 Population-Based Black-Box Optimization for Biological Sequence Design ICML 2020