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03/21/2023
MAGVLT: Masked Generative Vision-and-Language Transformer
While generative modeling on multimodal image-text data has been activel...
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01/26/2023
RMSim: Controlled Respiratory Motion Simulation on Static Patient Scans
This work aims to generate realistic anatomical deformations from static...
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10/11/2022
LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward
Episodic count has been widely used to design a simple yet effective int...
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03/22/2022
Insights From the NeurIPS 2021 NetHack Challenge
In this report, we summarize the takeaways from the first NeurIPS 2021 N...
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07/13/2021
Automated Learning Rate Scheduler for Large-batch Training
Large-batch training has been essential in leveraging large-scale datase...
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06/16/2021
Deformation Driven Seq2Seq Longitudinal Tumor and Organs-at-Risk Prediction for Radiotherapy
Purpose: Radiotherapy presents unique challenges and clinical requiremen...
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05/18/2020
Entropy-Augmented Entropy-Regularized Reinforcement Learning and a Continuous Path from Policy Gradient to Q-Learning
Entropy augmented to reward is known to soften the greedy argmax policy ...
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09/05/2019
A Variational Bayes Approach to Adaptive Radio Tomography
Radio tomographic imaging (RTI) is an emerging technology for localizati...
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03/15/2019
Inserting Videos into Videos
In this paper, we introduce a new problem of manipulating a given video ...
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12/06/2018
Context-Aware Synthesis and Placement ofObject Instances
Learning to insert an object instance into an image in a semantically co...
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12/06/2018
Context-Aware Synthesis and Placement of Object Instances
Learning to insert an object instance into an image in a semantically co...
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07/24/2018
Vehicle Communication using Secrecy Capacity
We address secure vehicle communication using secrecy capacity. In parti...
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05/28/2018
Learning Instance-Aware Object Detection Using Determinantal Point Processes
Recent object detectors find instances while categorizing candidate regi...
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04/06/2018
Adaptive Bayesian Radio Tomography
Radio tomographic imaging (RTI) is an emerging technology to locate phys...
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01/12/2018
Generative Single Image Reflection Separation
Single image reflection separation is an ill-posed problem since two sce...
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03/31/2017
Unsupervised Holistic Image Generation from Key Local Patches
We introduce a new problem of generating an image based on a small numbe...
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11/13/2012
