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12/29/2022
Multimodal Wildland Fire Smoke Detection
Research has shown that climate change creates warmer temperatures and d...
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04/04/2020
Generating Rationales in Visual Question Answering
Despite recent advances in Visual QuestionAnswering (VQA), it remains a ...
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03/10/2020
ReZero is All You Need: Fast Convergence at Large Depth
Deep networks have enabled significant performance gains across domains,...
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08/26/2019
Improving Neural Story Generation by Targeted Common Sense Grounding
Stories generated with neural language models have shown promise in gram...
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07/10/2019
LakhNES: Improving multi-instrumental music generation with cross-domain pre-training
We are interested in the task of generating multi-instrumental music sco...
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01/03/2018
DeepJ: Style-Specific Music Generation
Recent advances in deep neural networks have enabled algorithms to compo...
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11/13/2017
Deep-ESN: A Multiple Projection-encoding Hierarchical Reservoir Computing Framework
As an efficient recurrent neural network (RNN) model, reservoir computin...
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08/13/2017
Belief Tree Search for Active Object Recognition
Active Object Recognition (AOR) has been approached as an unsupervised l...
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07/19/2017
Recognizing and Curating Photo Albums via Event-Specific Image Importance
Automatic organization of personal photos is a problem with many real wo...
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05/26/2017
Hierarchical Cellular Automata for Visual Saliency
Saliency detection, finding the most important parts of an image, has be...
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02/26/2016
A Single Model Explains both Visual and Auditory Precortical Coding
Precortical neural systems encode information collected by the senses, b...
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12/17/2015
Deep Active Object Recognition by Joint Label and Action Prediction
An active object recognition system has the advantage of being able to a...
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11/12/2015
Basic Level Categorization Facilitates Visual Object Recognition
Recent advances in deep learning have led to significant progress in the...
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12/18/2014