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08/15/2023
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing
Cycling stress assessment, which quantifies cyclists' perceived stress i...
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05/30/2023
Integrating Logic Rules with Everything Else, Seamlessly
This paper presents a language, Alda, that supports all of logic rules, ...
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05/25/2023
PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion
The generalization of neural networks is a central challenge in machine ...
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05/18/2023
CCT5: A Code-Change-Oriented Pre-Trained Model
Software is constantly changing, requiring developers to perform several...
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04/24/2023
A positive and moment-preserving Fourier spectral method
This paper presents a novel Fourier spectral method that utilizes optimi...
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02/13/2023
Gait design for limbless obstacle aided locomotion using geometric mechanics
Limbless robots have the potential to maneuver through cluttered environ...
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10/26/2022
SimpleDG: Simple Domain Generalization Baseline without Bells and Whistles
We present a simple domain generalization baseline, which wins second pl...
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09/20/2022
A Machine Learning Approach to Solving Large Bilevel and Stochastic Programs: Application to Cycling Network Design
We present a novel machine learning-based approach to solving bilevel pr...
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07/26/2022
Efficient One Pass Self-distillation with Zipf's Label Smoothing
Self-distillation exploits non-uniform soft supervision from itself duri...
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05/30/2022
Programming with rules and everything else, seamlessly
Logic rules are powerful for expressing complex reasoning and analysis p...
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11/15/2021
Beep: Fine-grained Fix Localization by Learning to Predict Buggy Code Elements
Software Fault Localization refers to the activity of finding code eleme...
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10/22/2021
Computing the Invariant Distribution of Randomly Perturbed Dynamical Systems Using Deep Learning
The invariant distribution, which is characterized by the stationary Fok...
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07/20/2021
Text Mining Undergraduate Engineering Programs' Applications: the Role of Gender, Nationality, and Socio-economic Status
Women, visible minorities, and other socially disadvantaged groups conti...
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06/23/2021
An entropic method for discrete systems with Gibbs entropy
We consider general systems of ordinary differential equations with mono...
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12/13/2020
A Data Driven Method for Computing Quasipotentials
The quasipotential is a natural generalization of the concept of energy ...
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12/09/2020
Reconstruction of Backbone Curves for Snake Robots
Snake robots composed of alternating single-axis pitch and yaw joints ha...
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10/05/2020
Deep Reinforcement Learning for Electric Vehicle Routing Problem with Time Windows
The past decade has seen a rapid penetration of electric vehicles (EV) i...
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07/14/2020
Bounding The Number of Linear Regions in Local Area for Neural Networks with ReLU Activations
The number of linear regions is one of the distinct properties of the ne...
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06/14/2019
Computing Committor Functions for the Study of Rare Events Using Deep Learning
The committor function is a central object of study in understanding tra...
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10/22/2018
High-level Cryptographic Abstractions
The interfaces exposed by commonly used cryptographic libraries are clum...
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05/31/2018
Tropical Foundations for Probability & Statistics on Phylogenetic Tree Space
We introduce a novel framework for the statistical analysis of phylogene...
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10/14/2017
Two-player incentive compatible outcome functions are affine maximizers
In mechanism design, for a given type space, there may be incentive comp...
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10/14/2017