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06/18/2023
IF2Net: Innately Forgetting-Free Networks for Continual Learning
Continual learning can incrementally absorb new concepts without interfe...
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06/16/2023
Multi-View Class Incremental Learning
Multi-view learning (MVL) has gained great success in integrating inform...
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04/03/2023
DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving
Safety is the primary priority of autonomous driving. Nevertheless, no p...
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01/19/2023
Fast-BEV: Towards Real-time On-vehicle Bird's-Eye View Perception
Recently, the pure camera-based Bird's-Eye-View (BEV) perception removes...
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06/07/2022
EEG-based Emotion Recognition with Spatial and Functional Brain Mapping of CNS and PNS Signals
Emotion plays a significant role in our daily life. Recognition of emoti...
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03/23/2022
Scale-Equivalent Distillation for Semi-Supervised Object Detection
Recent Semi-Supervised Object Detection (SS-OD) methods are mainly based...
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05/27/2021
Robust Navigation for Racing Drones based on Imitation Learning and Modularization
This paper presents a vision-based modularized drone racing navigation s...
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12/23/2020
BaPipe: Exploration of Balanced Pipeline Parallelism for DNN Training
The size of deep neural networks (DNNs) grows rapidly as the complexity ...
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08/23/2019
UWB-GCN: Hardware Acceleration of Graph-Convolution-Network through Runtime Workload Rebalancing
The recent development of deep learning has mostly been focusing on Eucl...
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07/16/2019
Improved Reinforcement Learning through Imitation Learning Pretraining Towards Image-based Autonomous Driving
We present a training pipeline for the autonomous driving task given the...
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05/14/2019
Fully Integrated On-FPGA Molecular Dynamics Simulations
The implementation of Molecular Dynamics (MD) on FPGAs has received subs...
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01/04/2019
A Scalable Framework for Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters with Weight and Workload Balancing
Deep Neural Networks (DNNs) have revolutionized numerous applications, b...
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12/17/2018
Artificial Intelligence-aided OFDM Receiver: Design and Experimental Results
Orthogonal frequency division multiplexing (OFDM) is one of the key tech...
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07/31/2018