Chaitanya Joshi

DeeperGCNs on 3D Point Clouds

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Hi, thanks for releasing this comprehensive codebase combining both DeepGCNs paper and DeeperGCNs paper. I was wondering whether you have experimented with the architectural advancements from DeeperGCNs on the 3D...

Retraining models

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Is it possible to retrain models (for example, the one's from https://github.com/smartschat/cort/blob/master/COREFERENCE.md#model-downloads) with new data? I tried training using- ``` cort-train -in new_retraining_data.conll \ -out pretrained_model.obj \ -extractor cort.coreference.approaches.mention_ranking.extract_substructures \...

On rotary embeddings

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Hi @lucidrains, thank you for your amazing work; big fan! I had a quick question on the usage of this repository. Based on my understanding, rotary embeddings are a drop-in...

Thanks for releasing the code! I was wondering if the code is super specific to the Amazon product search data or if it is possible to use it for custom...

Results for ogbg-molpcba

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Hi, thanks for open-sourcing the code and releasing extensive experiments! GNN-specific normalization beyond BatchNorm and LayerNorm was definitely a missing component in the toolbox. Did you experiment with GraphNorm on...

Validation and test sets in S3DIS evaluation

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https://github.com/HuguesTHOMAS/KPConv-PyTorch/blob/cf1f06381ef062344b68286e3d5034b1aa94aecd/test_models.py#L170 I had a quick Q. -- why are S3DIS models always evaluated on the validation set? Or is validation == test in this case? Is it the Area-5 split?...

Output from final LSTM layer of trained model

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Can you give me some pointers on how to modify the code to use the final hidden state of the LSTM as an embedding/representation of a sequence of words? What...

Hello Evo team, thanks for an exciting release. Is there any chance we will ever see dataset creation and training code released? I believe this would be great for open...

More on Att-GCRN

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Hi @Spider-scnu, thank you for the super insightful work and for releasing the code! I had a quick question re. the GNN model used 'Att-GCRN'. Is this model any different...

[Feature request]: PyG installation instructions (esp. for XPUs)

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### Feature/behavior summary I'm trying to get PyG to install and work well with Intel XPUs, and was hoping to use this repository as reference. At present, I see that...