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01/04/2022
Discrete and continuous representations and processing in deep learning: Looking forward
Discrete and continuous representations of content (e.g., of language or...
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12/17/2020
Autoregressive Reasoning over Chains of Facts with Transformers
This paper proposes an iterative inference algorithm for multi-hop expla...
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07/07/2020
Structured (De)composable Representations Trained with Neural Networks
The paper proposes a novel technique for representing templates and inst...
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06/13/2020
Convolutional Generation of Textured 3D Meshes
Recent generative models for 2D images achieve impressive visual results...
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07/12/2019
Justifying Diagnosis Decisions by Deep Neural Networks
An integrated approach is proposed across visual and textual data to bot...
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05/15/2018