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12/13/2022
Multi-Agent Dynamic Pricing in a Blockchain Protocol Using Gaussian Bandits
The Graph Protocol indexes historical blockchain transaction data and ma...
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08/27/2020
A Fast and Robust BERT-based Dialogue State Tracker for Schema-Guided Dialogue Dataset
Dialog State Tracking (DST) is one of the most crucial modules for goal-...
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11/27/2019
Transfer Learning in Visual and Relational Reasoning
Transfer learning is becoming the de facto solution for vision and text ...
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10/18/2019
PyTorchPipe: a framework for rapid prototyping of pipelines combining language and vision
Access to vast amounts of data along with affordable computational power...
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05/28/2019
Leveraging Medical Visual Question Answering with Supporting Facts
In this working notes paper, we describe IBM Research AI (Almaden) team'...
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11/15/2018
On transfer learning using a MAC model variant
We introduce a variant of the MAC model (Hudson and Manning, CVPR 2018) ...
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09/28/2018
Learning to Remember, Forget and Ignore using Attention Control in Memory
Typical neural networks with external memory do not effectively separate...
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09/28/2018
Using Multi-task and Transfer Learning to Solve Working Memory Tasks
We propose a new architecture called Memory-Augmented Encoder-Solver (MA...
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01/29/2018
Object-based reasoning in VQA
Visual Question Answering (VQA) is a novel problem domain where multi-mo...
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10/24/2016
Surprisal-Driven Zoneout
We propose a novel method of regularization for recurrent neural network...
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10/20/2016