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04/13/2023
Sign Language Translation from Instructional Videos
The advances in automatic sign language translation (SLT) to spoken lang...
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12/02/2022
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22
This paper describes the system developed at the Universitat Politècnica...
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09/01/2022
Topic Detection in Continuous Sign Language Videos
Significant progress has been made recently on challenging tasks in auto...
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10/29/2021
Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation
Most research on novel techniques for 3D Medical Image Segmentation (MIS...
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10/01/2020
RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation
The task of video object segmentation with referring expressions (langua...
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08/25/2020
Mask-guided sample selection for Semi-Supervised Instance Segmentation
Image segmentation methods are usually trained with pixel-level annotati...
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08/18/2020
How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language
Sign Language is the primary means of communication for the majority of ...
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06/16/2020
Improving accuracy and speeding up Document Image Classification through parallel systems
This paper presents a study showing the benefits of the EfficientNet mod...
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02/10/2020
Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills
Acquiring abilities in the absence of a task-oriented reward function is...
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05/14/2019
Budget-aware Semi-Supervised Semantic and Instance Segmentation
Methods that move towards less supervised scenarios are key for image se...
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03/25/2019
Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks
Speech is a rich biometric signal that contains information about the id...
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11/12/2018
Importance Weighted Evolution Strategies
Evolution Strategies (ES) emerged as a scalable alternative to popular R...
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01/07/2018
Cross-modal Embeddings for Video and Audio Retrieval
The increasing amount of online videos brings several opportunities for ...
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12/02/2017
Recurrent Neural Networks for Semantic Instance Segmentation
We present a recurrent model for semantic instance segmentation that seq...
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11/29/2017
Detection-aided liver lesion segmentation using deep learning
A fully automatic technique for segmenting the liver and localizing its ...
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08/22/2017
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks
Recurrent Neural Networks (RNNs) continue to show outstanding performanc...
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07/13/2017
Disentangling Motion, Foreground and Background Features in Videos
This paper introduces an unsupervised framework to extract semantically ...
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01/04/2017
SalGAN: Visual Saliency Prediction with Generative Adversarial Networks
We introduce SalGAN, a deep convolutional neural network for visual sali...
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11/11/2016