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07/14/2023
A Tutorial on Extremely Large-Scale MIMO for 6G: Fundamentals, Signal Processing, and Applications
Extremely large-scale multiple-input-multiple-output (XL-MIMO), which of...
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07/06/2023
Cell-Free XL-MIMO Meets Multi-Agent Reinforcement Learning: Architectures, Challenges, and Future Directions
Cell-free massive multiple-input multiple-output (mMIMO) and extremely l...
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04/17/2023
Transformer with Selective Shuffled Position Embedding using ROI-Exchange Strategy for Early Detection of Knee Osteoarthritis
Knee OsteoArthritis (KOA) is a prevalent musculoskeletal disorder that c...
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04/03/2023
RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding
Existing 3D scene understanding tasks have achieved high performance on ...
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10/26/2022
Deep Learning Based Audio-Visual Multi-Speaker DOA Estimation Using Permutation-Free Loss Function
In this paper, we propose a deep learning based multi-speaker direction ...
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09/28/2022
Uplink Performance of RIS-aided Cell-Free Massive MIMO System Over Spatially Correlated Channels
We consider a practical spatially correlated reconfigurable intelligent ...
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09/05/2022
A Brief History of Recommender Systems
Soon after the invention of the Internet, the recommender system emerged...
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07/28/2022
Identifying and Exploiting Sparse Branch Correlations for Optimizing Branch Prediction
Branch prediction is arguably one of the most important speculative mech...
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05/31/2022
A Competitive Method for Dog Nose-print Re-identification
Vision-based pattern identification (such as face, fingerprint, iris etc...
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09/24/2021
Long-Range Transformers for Dynamic Spatiotemporal Forecasting
Multivariate Time Series Forecasting (TSF) focuses on the prediction of ...
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01/31/2021
PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection
3D object detection is receiving increasing attention from both industry...
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12/23/2020
Multi-Modality Cut and Paste for 3D Object Detection
Three-dimensional (3D) object detection is essential in autonomous drivi...
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11/18/2020
Game Plan: What AI can do for Football, and What Football can do for AI
The rapid progress in artificial intelligence (AI) and machine learning ...
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08/04/2020
Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation
State-of-the-art methods for large-scale driving-scene LiDAR semantic se...
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06/10/2020
Search-based User Interest Modeling with Lifelong Sequential Behavior Data for Click-Through Rate Prediction
Rich user behavior data has been proven to be of great value for click-t...
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07/08/2019
Part-A^2 Net: 3D Part-Aware and Aggregation Neural Network for Object Detection from Point Cloud
In this paper, we propose the part-aware and aggregation neural network ...
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02/20/2018
Sample Complexity of Stochastic Variance-Reduced Cubic Regularization for Nonconvex Optimization
The popular cubic regularization (CR) method converges with first- and s...
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09/11/2014
