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08/18/2023
SpOctA: A 3D Sparse Convolution Accelerator with Octree-Encoding-Based Map Search and Inherent Sparsity-Aware Processing
Point-cloud-based 3D perception has attracted great attention in various...
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03/23/2023
Improving Generalization with Domain Convex Game
Domain generalization (DG) tends to alleviate the poor generalization ca...
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02/09/2023
Flexible, Model-Agnostic Method for Materials Data Extraction from Text Using General Purpose Language Models
Accurate and comprehensive material databases extracted from research pa...
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08/02/2022
Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation
Extensive studies on Unsupervised Domain Adaptation (UDA) have propelled...
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03/12/2022
Hybrid Beamforming for Millimeter Wave MIMO Integrated Sensing and Communications
In this letter, we consider hybrid beamforming for millimeter wave (mmWa...
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11/25/2021
Exploiting Both Domain-specific and Invariant Knowledge via a Win-win Transformer for Unsupervised Domain Adaptation
Unsupervised Domain Adaptation (UDA) aims to transfer knowledge from a l...
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04/17/2020
Deep Reinforcement Learning for Adaptive Learning Systems
In this paper, we formulate the adaptive learning problem—the problem of...
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10/12/2018