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Move2Hear: Active Audio-Visual Source Separation
We introduce the active audio-visual source separation problem, where an...
05/15/2021 ∙ by Sagnik Majumder, et al. ∙
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Environment Predictive Coding for Embodied Agents
We introduce environment predictive coding, a self-supervised approach t...
02/03/2021 ∙ by Santhosh K. Ramakrishnan, et al. ∙
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Semantic Audio-Visual Navigation
Recent work on audio-visual navigation assumes a constantly-sounding tar...
12/21/2020 ∙ by Changan Chen, et al. ∙
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Modeling Fashion Influence from Photos
The evolution of clothing styles and their migration across the world is...
11/17/2020 ∙ by Ziad Al-Halah, et al. ∙
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Learning to Set Waypoints for Audio-Visual Navigation
In audio-visual navigation, an agent intelligently travels through a com...
08/21/2020 ∙ by Changan Chen, et al. ∙
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Occupancy Anticipation for Efficient Exploration and Navigation
State-of-the-art navigation methods leverage a spatial memory to general...
08/21/2020 ∙ by Santhosh K. Ramakrishnan, et al. ∙
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VisualEchoes: Spatial Image Representation Learning through Echolocation
Several animal species (e.g., bats, dolphins, and whales) and even visua...
05/04/2020 ∙ by Ruohan Gao, et al. ∙
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From Paris to Berlin: Discovering Fashion Style Influences Around the World
The evolution of clothing styles and their migration across the world is...
04/03/2020 ∙ by Ziad Al-Halah, et al. ∙
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Audio-Visual Embodied Navigation
Moving around in the world is naturally a multisensory experience, but t...
12/24/2019 ∙ by Changan Chen, et al. ∙
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Smile, be Happy :) Emoji Embedding for Visual Sentiment Analysis
Due to the lack of large-scale datasets, the prevailing approach in visu...
07/14/2019 ∙ by Ziad Al-Halah, et al. ∙
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Towards Traversing the Continuous Spectrum of Image Retrieval
Image retrieval is one of the most popular tasks in computer vision. How...
12/01/2018 ∙ by Ziad Al-Halah, et al. ∙
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Informed Democracy: Voting-based Novelty Detection for Action Recognition
Novelty detection is crucial for real-life applications. While it is com...
10/30/2018 ∙ by Alina Roitberg, et al. ∙
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Fashion Forward: Forecasting Visual Style in Fashion
What is the future of fashion? Tackling this question from a data-driven...
05/18/2017 ∙ by Ziad Al-Halah, et al. ∙
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Relaxed Earth Mover's Distances for Chain- and Tree-connected Spaces and their use as a Loss Function in Deep Learning
The Earth Mover's Distance (EMD) computes the optimal cost of transformi...
11/22/2016 ∙ by Manuel Martinez, et al. ∙
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Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning
Collecting training images for all visual categories is not only expensi...
10/15/2016 ∙ by Ziad Al-Halah, et al. ∙
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How to Transfer? Zero-Shot Object Recognition via Hierarchical Transfer of Semantic Attributes
Attribute based knowledge transfer has proven very successful in visual ...
04/01/2016 ∙ by Ziad Al-Halah, et al. ∙
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