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06/26/2023
CLERA: A Unified Model for Joint Cognitive Load and Eye Region Analysis in the Wild
Non-intrusive, real-time analysis of the dynamics of the eye region allo...
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06/12/2023
Particularity
We describe a design principle for adaptive systems under which adaptati...
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05/19/2023
Probabilistic Lexicase Selection
Lexicase selection is a widely used parent selection algorithm in geneti...
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04/24/2023
Efficient Halftoning via Deep Reinforcement Learning
Halftoning aims to reproduce a continuous-tone image with pixels whose i...
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12/13/2022
DeepMapping2: Self-Supervised Large-Scale LiDAR Map Optimization
LiDAR mapping is important yet challenging in self-driving and mobile ro...
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08/23/2022
Evolutionary Quantum Architecture Search for Parametrized Quantum Circuits
Recent advancements in quantum computing have shown promising computatio...
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08/23/2022
Lexicase Selection at Scale
Lexicase selection is a semantic-aware parent selection method, which as...
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08/19/2022
Self-Supervised Visual Place Recognition by Mining Temporal and Feature Neighborhoods
Visual place recognition (VPR) using deep networks has achieved state-of...
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07/23/2022
Halftoning with Multi-Agent Deep Reinforcement Learning
Deep neural networks have recently succeeded in digital halftoning using...
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04/04/2022
Evolving Neural Selection with Adaptive Regularization
Over-parameterization is one of the inherent characteristics of modern d...
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04/10/2021
Deep Weakly Supervised Positioning
PoseNet can map a photo to the position where it is taken, which is appe...
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10/29/2020
Perception Matters: Exploring Imperceptible and Transferable Anti-forensics for GAN-generated Fake Face Imagery Detection
Recently, generative adversarial networks (GANs) can generate photo-real...
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07/25/2019
Object as Distribution
Object detection is a critical part of visual scene understanding. The r...
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07/05/2019
A Novel Deep Learning Pipeline for Retinal Vessel Detection in Fluorescein Angiography
While recent advances in deep learning have significantly advanced the s...
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03/21/2019
Value of Temporal Dynamics Information in Driving Scene Segmentation
Semantic scene segmentation has primarily been addressed by forming repr...
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01/03/2019
A Constrained Cooperative Coevolution Strategy for Weights Adaptation Optimization of Heterogeneous Epidemic Spreading Networks
In this paper, the dynamic constrained optimization problem of weights a...
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11/28/2018
DeepMapping: Unsupervised Map Estimation From Multiple Point Clouds
We propose DeepMapping, a novel registration framework using deep neural...
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03/28/2018
Weakly-Supervised Action Segmentation with Iterative Soft Boundary Assignment
In this work, we address the task of weakly-supervised human action segm...
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11/19/2017
MIT Autonomous Vehicle Technology Study: Large-Scale Deep Learning Based Analysis of Driver Behavior and Interaction with Automation
Today, and possibly for a long time to come, the full driving task is to...
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05/22/2017