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06/22/2022
The ArtBench Dataset: Benchmarking Generative Models with Artworks
We introduce ArtBench-10, the first class-balanced, high-quality, cleanl...
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02/14/2022
Learning Weakly-Supervised Contrastive Representations
We argue that a form of the valuable information provided by the auxilia...
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11/01/2021
Collage: Automated Integration of Deep Learning Backends
Strong demands for efficient deployment of Deep Learning (DL) applicatio...
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06/05/2021
Integrating Auxiliary Information in Self-supervised Learning
This paper presents to integrate the auxiliary information (e.g., additi...
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10/11/2020
Google Landmark Recognition 2020 Competition Third Place Solution
We present our third place solution to the Google Landmark Recognition 2...
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09/28/2020
Graph Adversarial Networks: Protecting Information against Adversarial Attacks
We study the problem of protecting information when learning with graph ...
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01/22/2019
CAE-ADMM: Implicit Bitrate Optimization via ADMM-based Pruning in Compressive Autoencoders
We introduce CAE-ADMM (ADMM-pruned compressive autoencoder), a lossy ima...
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08/31/2018
Full Workspace Generation of Serial-link Manipulators by Deep Learning based Jacobian Estimation
Apart from solving complicated problems that require a certain level of ...
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04/24/2018