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07/06/2022
Local Relighting of Real Scenes
We introduce the task of local relighting, which changes a photograph of...
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02/03/2022
Predicting the impact of urban change in pedestrian and road safety
Increased interaction between and among pedestrians and vehicles in the ...
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01/11/2022
Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents
Natural disasters, such as floods, tornadoes, or wildfires, are increasi...
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10/22/2021
Explainable, automated urban interventions to improve pedestrian and vehicle safety
At the moment, urban mobility research and governmental initiatives are ...
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09/27/2021
Predicting Driver Self-Reported Stress by Analyzing the Road Scene
Several studies have shown the relevance of biosignals in driver stress ...
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08/23/2021
Interpreting Face Inference Models using Hierarchical Network Dissection
This paper presents Hierarchical Network Dissection, a general pipeline ...
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07/30/2021
Recognizing Emotions evoked by Movies using Multitask Learning
Understanding the emotional impact of movies has become important for af...
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11/30/2020
Person Perception Biases Exposed: Revisiting the First Impressions Dataset
This work revisits the ChaLearn First Impressions database, annotated fo...
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11/17/2020
Facial Expressions as a Vulnerability in Face Recognition
This work explores facial expression bias as a security vulnerability of...
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10/12/2020
Human-centric Dialog Training via Offline Reinforcement Learning
How can we train a dialog model to produce better conversations by learn...
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09/18/2020
Learning Emotional-Blinded Face Representations
We propose two face representations that are blind to facial expressions...
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09/10/2020
Understanding the Role of Individual Units in a Deep Neural Network
Deep neural networks excel at finding hierarchical representations that ...
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09/08/2020
A Robotic Positive Psychology Coach to Improve College Students' Wellbeing
A significant number of college students suffer from mental health issue...
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08/20/2020
Detecting natural disasters, damage, and incidents in the wild
Responding to natural disasters, such as earthquakes, floods, and wildfi...
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03/30/2020
Context Based Emotion Recognition using EMOTIC Dataset
In our everyday lives and social interactions we often try to perceive t...
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06/30/2019
Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog
Most deep reinforcement learning (RL) systems are not able to learn effe...
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06/21/2019
Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems
Building an open-domain conversational agent is a challenging problem. C...
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10/06/2016
Places: An Image Database for Deep Scene Understanding
The rise of multi-million-item dataset initiatives has enabled data-hung...
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12/14/2015
Learning Deep Features for Discriminative Localization
In this work, we revisit the global average pooling layer proposed in [1...
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04/28/2015
Speeding Up Neural Networks for Large Scale Classification using WTA Hashing
In this paper we propose to use the Winner Takes All hashing technique t...
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12/22/2014
Object Detectors Emerge in Deep Scene CNNs
With the success of new computational architectures for visual processin...
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11/25/2013