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05/04/2023
Are VAEs Bad at Reconstructing Molecular Graphs?
Many contemporary generative models of molecules are variational auto-en...
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01/31/2023
Retrosynthetic Planning with Dual Value Networks
Retrosynthesis, which aims to find a route to synthesize a target molecu...
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05/06/2021
Hashing Modulo Alpha-Equivalence
In many applications one wants to identify identical subtrees of a progr...
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04/28/2021
Deep Learning for Rheumatoid Arthritis: Joint Detection and Damage Scoring in X-rays
Recent advancements in computer vision promise to automate medical image...
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03/05/2021
Learning to Extend Molecular Scaffolds with Structural Motifs
Recent advancements in deep learning-based modeling of molecules promise...
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08/23/2020
Holistic Multi-View Building Analysis in the Wild with Projection Pooling
We address six different classification tasks related to fine-grained bu...
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10/10/2019
Gumbel-Matrix Routing for Flexible Multi-task Learning
This paper proposes a novel per-task routing method for multi-task appli...
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11/24/2018
Evolutionary-Neural Hybrid Agents for Architecture Search
Neural Architecture Search has recently shown potential to automate the ...
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01/23/2017