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Bioinformatics

239 directly classified papers

Papers per year

Papers

Textomics: A Dataset for Genomics Data Summary Generation ACL 2022
CellTypeGraph: A New Geometric Computer Vision Benchmark CVPR 2022
Modeling Information Change in Science Communication with Semantically Matched Paraphrases EMNLP 2022
Findings of the WMT 2022 Biomedical Translation Shared Task: Monolingual Clinical Case Reports EMNLP 2022
Equivariant Networks for Crystal Structures NIPS 2022
OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion NIPS 2022
TANKBind: Trigonometry-Aware Neural NetworKs for Drug-Protein Binding Structure Prediction NIPS 2022
Spherical Channels for Modeling Atomic Interactions NIPS 2022
An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries NIPS 2022
Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures NIPS 2022
GRASP: Navigating Retrosynthetic Planning with Goal-driven Policy NIPS 2022
Modular Flows: Differential Molecular Generation NIPS 2022
Learning Substructure Invariance for Out-of-Distribution Molecular Representations NIPS 2022
Amortized Inference for Heterogeneous Reconstruction in Cryo-EM NIPS 2022
Regularized Molecular Conformation Fields NIPS 2022
Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome NIPS 2022
Sample Efficiency Matters: A Benchmark for Practical Molecular Optimization NIPS 2022
CEDe: A collection of expert-curated datasets with atom-level entity annotations for Optical Chemical Structure Recognition NIPS 2022
Graphein - a Python Library for Geometric Deep Learning and Network Analysis on Biomolecular Structures and Interaction Networks NIPS 2022
Graph Coloring via Neural Networks for Haplotype Assembly and Viral Quasispecies Reconstruction NIPS 2022
Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space NIPS 2022
PROSPECT: Labeled Tandem Mass Spectrometry Dataset for Machine Learning in Proteomics NIPS 2022
Diffusion-based Molecule Generation with Informative Prior Bridges NIPS 2022
Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization NIPS 2022
Exploring evolution-aware & -free protein language models as protein function predictors NIPS 2022