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08/08/2023
Explicit Topology Optimization of Conforming Voronoi Foams
Topology optimization is able to maximally leverage the high DOFs and me...
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05/04/2023
Recent Advances in the Foundations and Applications of Unbiased Learning to Rank
Since its inception, the field of unbiased learning to rank (ULTR) has r...
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04/25/2023
Unsupervised Domain Transfer for Science: Exploring Deep Learning Methods for Translation between LArTPC Detector Simulations with Differing Response Models
Deep learning (DL) techniques have broad applications in science, especi...
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04/04/2023
HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation
The Shapley value is widely regarded as a trustworthy attribution metric...
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03/28/2023
Rethinking CycleGAN: Improving Quality of GANs for Unpaired Image-to-Image Translation
An unpaired image-to-image (I2I) translation technique seeks to find a m...
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12/23/2022
Human Activity Recognition in an Open World
Managing novelty in perception-based human activity recognition (HAR) is...
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12/08/2022
Graph Learning Indexer: A Contributor-Friendly and Metadata-Rich Platform for Graph Learning Benchmarks
Establishing open and general benchmarks has been a critical driving for...
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12/07/2022
Fast and accurate solvers for time-space fractional diffusion problem with spectral fractional Laplacian
This paper develops fast and accurate linear finite element method and f...
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09/22/2022
Semantically Consistent Data Augmentation for Neural Machine Translation via Conditional Masked Language Model
This paper introduces a new data augmentation method for neural machine ...
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09/08/2022
Measuring Human Perception to Improve Open Set Recognition
The human ability to recognize when an object is known or novel currentl...
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05/10/2022
State Encoders in Reinforcement Learning for Recommendation: A Reproducibility Study
Methods for reinforcement learning for recommendation (RL4Rec) are incre...
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03/18/2022
Series Photo Selection via Multi-view Graph Learning
Series photo selection (SPS) is an important branch of the image aesthet...
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03/04/2022
UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation
Image-to-image translation has broad applications in art, design, and sc...
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01/25/2022
City3D: Large-scale Urban Reconstruction from Airborne Point Clouds
We present a fully automatic approach for reconstructing compact 3D buil...
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11/24/2021
It Is Different When Items Are Older: Debiasing Recommendations When Selection Bias and User Preferences Are Dynamic
User interactions with recommender systems (RSs) are affected by user se...
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11/09/2021
Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder
Real-time data collection and analysis in large experimental facilities ...
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08/10/2021
Regularized Sequential Latent Variable Models with Adversarial Neural Networks
The recurrent neural networks (RNN) with richly distributed internal sta...
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03/10/2021
BCFNet: A Balanced Collaborative Filtering Network with Attention Mechanism
Collaborative Filtering (CF) based recommendation methods have been wide...
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02/24/2021
Hybrid Car-Following Strategy based on Deep Deterministic Policy Gradient and Cooperative Adaptive Cruise Control
Deep deterministic policy gradient (DDPG) based car-following strategy c...
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02/14/2021
Costly Features Classification using Monte Carlo Tree Search
We consider the problem of costly feature classification, where we seque...
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03/10/2020
Hierarchical Neural Architecture Search for Single Image Super-Resolution
Deep neural networks have exhibited promising performance in image super...
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09/25/2019
Breaking the Data Barrier: Towards Robust Speech Translation via Adversarial Stability Training
In a pipeline speech translation system, automatic speech recognition (A...
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11/07/2018
GeoSay: A Geometric Saliency for Extracting Buildings in Remote Sensing Images
Automatic extraction of buildings in remote sensing images is an importa...
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07/30/2018
KB4Rec: A Dataset for Linking Knowledge Bases with Recommender Systems
To develop a knowledge-aware recommender system, a key data problem is h...
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06/04/2018
Accurate Building Detection in VHR Remote Sensing Images using Geometric Saliency
This paper aims to address the problem of detecting buildings from remot...
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03/13/2016