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06/02/2023
Towards Sustainable Learning: Coresets for Data-efficient Deep Learning
To improve the efficiency and sustainability of learning deep models, we...
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05/13/2023
GPT-Sentinel: Distinguishing Human and ChatGPT Generated Content
This paper presents a novel approach for detecting ChatGPT-generated vs....
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01/03/2022
Implicit Autoencoder for Point Cloud Self-supervised Representation Learning
Many 3D representations (e.g., point clouds) are discrete samples of the...
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05/01/2021
Semi-supervised Long-tailed Recognition using Alternate Sampling
Main challenges in long-tailed recognition come from the imbalanced data...
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05/01/2021
GistNet: a Geometric Structure Transfer Network for Long-Tailed Recognition
The problem of long-tailed recognition, where the number of examples per...
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05/01/2021
Breadcrumbs: Adversarial Class-Balanced Sampling for Long-tailed Recognition
The problem of long-tailed recognition, where the number of examples per...
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03/24/2021
Beyond Visual Attractiveness: Physically Plausible Single Image HDR Reconstruction for Spherical Panoramas
HDR reconstruction is an important task in computer vision with many ind...
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05/27/2020
Few-Shot Open-Set Recognition using Meta-Learning
The problem of open-set recognition is considered. While previous approa...
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11/28/2019
LeRoP: A Learning-Based Modular Robot Photography Framework
We introduce a novel framework for automatic capturing of human portrait...
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09/10/2019
PTRM: Perceived Terrain Realism Metrics
Terrains are visually important and commonly used in computer graphics. ...
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09/27/2016