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04/12/2023
SGL: Structure Guidance Learning for Camera Localization
Camera localization is a classical computer vision task that serves vari...
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02/18/2023
Promoting Cooperation in Multi-Agent Reinforcement Learning via Mutual Help
Multi-agent reinforcement learning (MARL) has achieved great progress in...
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02/15/2023
Deep Learning for Hybrid Beamforming with Finite Feedback in GSM Aided mmWave MIMO Systems
Hybrid beamforming is widely recognized as an important technique for mi...
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02/10/2023
Improving Zero-Shot Coordination Performance Based on Policy Similarity
Over these years, multi-agent reinforcement learning has achieved remark...
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02/10/2023
Low Entropy Communication in Multi-Agent Reinforcement Learning
Communication in multi-agent reinforcement learning has been drawing att...
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02/08/2023
SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation
Session-based recommendation (SBR) problem, which focuses on next-item p...
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02/05/2023
Towards Efficient Subarray Hybrid Beamforming: Attention Network-based Practical Feedback in FDD Massive MU-MIMO Systems
Channel state information (CSI) feedback is necessary for the frequency ...
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11/14/2022
Renewing Iterative Self-labeling Domain Adaptation with Application to the Spine Motion Prediction
The area of transfer learning comprises supervised machine learning meth...
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11/05/2022
Quantization Adaptor for Bit-Level Deep Learning-Based Massive MIMO CSI Feedback
In massive multiple-input multiple-output (MIMO) systems, the user equip...
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10/29/2022
Better Lightweight Network for Free: Codeword Mimic Learning for Massive MIMO CSI feedback
The channel state information (CSI) needs to be fed back from the user e...
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10/27/2022
MMFL-Net: Multi-scale and Multi-granularity Feature Learning for Cross-domain Fashion Retrieval
Instance-level image retrieval in fashion is a challenging issue owing t...
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10/18/2022
A Real-Time Fusion Framework for Long-term Visual Localization
Visual localization is a fundamental task that regresses the 6 Degree Of...
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09/17/2022
Sample-Efficient Multi-Agent Reinforcement Learning with Demonstrations for Flocking Control
Flocking control is a significant problem in multi-agent systems such as...
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09/17/2022
Sub-optimal Policy Aided Multi-Agent Reinforcement Learning for Flocking Control
Flocking control is a challenging problem, where multiple agents, such a...
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07/01/2022
Point Cloud Change Detection With Stereo V-SLAM:Dataset, Metrics and Baseline
Localization and navigation are basic robotic tasks requiring an accurat...
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05/23/2022
Learning to Advise and Learning from Advice in Cooperative Multi-Agent Reinforcement Learning
Learning to coordinate is a daunting problem in multi-agent reinforcemen...
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03/04/2022
Targeted Data Poisoning Attack on News Recommendation System by Content Perturbation
News Recommendation System(NRS) has become a fundamental technology to m...
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11/26/2021
Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Fusion Encoder: Application to Liver Tumor and Vessel 3D reconstruction
Liver cancer is one of the most common malignant diseases in the world. ...
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10/08/2021
Pose Refinement with Joint Optimization of Visual Points and Lines
High-precision camera re-localization technology in a pre-established 3D...
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09/29/2021
Information-Bottleneck-Based Behavior Representation Learning for Multi-agent Reinforcement learning
In multi-agent deep reinforcement learning, extracting sufficient and co...
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08/19/2021
Retrieval and Localization with Observation Constraints
Accurate visual re-localization is very critical to many artificial inte...
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07/03/2021
Supervised Off-Policy Ranking
Off-policy evaluation (OPE) leverages data generated by other policies t...
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05/01/2021
Binarized Aggregated Network with Quantization: Flexible Deep Learning Deployment for CSI Feedback in Massive MIMO System
Massive multiple-input multiple-output (MIMO) is one of the key techniqu...
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03/29/2021
Robust Reinforcement Learning under model misspecification
Reinforcement learning has achieved remarkable performance in a wide ran...
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07/09/2020
EPI-based Oriented Relation Networks for Light Field Depth Estimation
Light fields record not only the spatial information of observed scenes ...
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11/05/2018