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08/18/2023
RFDforFin: Robust Deep Forgery Detection for GAN-generated Fingerprint Images
With the rapid development of the image generation technologies, the mal...
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03/30/2021
Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities
Machine learning (ML) is now commonplace, powering data-driven applicati...
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03/11/2021
Robust 2D/3D Vehicle Parsing in CVIS
We present a novel approach to robustly detect and perceive vehicles in ...
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12/15/2020
Fine-Grained Vehicle Perception via 3D Part-Guided Visual Data Augmentation
Holistically understanding an object and its 3D movable parts through vi...
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07/16/2020
PerMO: Perceiving More at Once from a Single Image for Autonomous Driving
We present a novel approach to detect, segment, and reconstruct complete...
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10/10/2018
Understanding Data Science Lifecycle Provenance via Graph Segmentation and Summarization
Increasingly modern data science platforms today have non-intrusive and ...
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11/18/2016
ModelHub: Towards Unified Data and Lifecycle Management for Deep Learning
Deep learning has improved state-of-the-art results in many important fi...
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08/30/2013