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Minghao (Alan) Xu's Projects

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Contrastive Language-Image Pretraining

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Implementation of Learning Gradient Fields for Molecular Conformation Generation (ICML 2021).

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Deep functional residue identification

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Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)

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Implementation of Cross-domain Detection via Graph-induced Prototype Alignment (CVPR 2020 Oral).

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PyTorch Implementation of OpenAI GPT-2

gvp-pytorch icon gvp-pytorch

Geometric Vector Perceptrons --- a rotation-equivariant GNN for learning from biomolecular structure

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HIRL: A General Framework for Hierarchical Image Representation Learning (http://arxiv.org/abs/2205.13159)

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LM-GVP: A Generalizable Deep Learning Framework for Protein Property Prediction from Sequence and Structure

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Implementation of Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation (ECCV 2020).

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Implementation of Adversarial Domain Adaptation with Domain Mixup (AAAI 2020 Oral).

neural-machine-translation icon neural-machine-translation

PyTorch implementation of "Effective Approaches to Attention-based Neural Machine Translation" using scheduled sampling to improve the parameter estimation process.

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A general and accurate MACs / FLOPs profiler for PyTorch models

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