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08/31/2023
Learning to Taste: A Multimodal Wine Dataset
We present WineSensed, a large multimodal wine dataset for studying the ...
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03/30/2023
Discriminative Class Tokens for Text-to-Image Diffusion Models
Recent advances in text-to-image diffusion models have enabled the gener...
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11/28/2022
PyTorch Adapt
PyTorch Adapt is a library for domain adaptation, a type of machine lear...
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08/15/2022
Benchmarking Validation Methods for Unsupervised Domain Adaptation
This paper compares and ranks 11 UDA validation methods. Validators esti...
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07/21/2022
Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset
We present a new benchmark dataset, Sapsucker Woods 60 (SSW60), for adva...
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07/20/2022
On Label Granularity and Object Localization
Weakly supervised object localization (WSOL) aims to learn representatio...
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06/25/2021
Single Image Texture Translation for Data Augmentation
Recent advances in image synthesis enables one to translate images by le...
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04/26/2020
Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset
In this work we explore the task of instance segmentation with attribute...
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04/24/2020
The Plant Pathology 2020 challenge dataset to classify foliar disease of apples
Apple orchards in the U.S. are under constant threat from a large number...
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02/29/2020
Differentiating through the Fréchet Mean
Recent advances in deep representation learning on Riemannian manifolds ...
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10/04/2019
Neural Puppet: Generative Layered Cartoon Characters
We propose a learning based method for generating new animations of a ca...
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06/28/2019
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows
As 3D point clouds become the representation of choice for multiple visi...
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06/13/2019
The iMaterialist Fashion Attribute Dataset
Large-scale image databases such as ImageNet have significantly advanced...
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11/20/2018
Intermediate Level Adversarial Attack for Enhanced Transferability
Neural networks are vulnerable to adversarial examples, malicious inputs...
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07/20/2017
The iNaturalist Challenge 2017 Dataset
Existing image classification datasets used in computer vision tend to h...
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03/20/2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
Gatys et al. recently introduced a neural algorithm that renders a conte...
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01/26/2016
COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images
This paper describes the COCO-Text dataset. In recent years large-scale ...
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05/01/2014
