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08/03/2023
Large-scale Generative Simulation Artificial Intelligence: the Next Hotspot in Generative AI
The concept of GenAI has been developed for decades. Until recently, it ...
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02/28/2023
FreeEagle: Detecting Complex Neural Trojans in Data-Free Cases
Trojan attack on deep neural networks, also known as backdoor attack, is...
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02/12/2023
TextDefense: Adversarial Text Detection based on Word Importance Entropy
Currently, natural language processing (NLP) models are wildly used in v...
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11/04/2022
Boosting Binary Neural Networks via Dynamic Thresholds Learning
Developing lightweight Deep Convolutional Neural Networks (DCNNs) and Vi...
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07/09/2022
Multi-label Classification with High-rank and High-order Label Correlations
Exploiting label correlations is important to multi-label classification...
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12/16/2021
Asymptotically Optimal Golay-ZCZ Sequence Sets with Flexible Length
Zero correlation zone (ZCZ) sequences and Golay complementary sequences ...
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12/07/2021
PTR-PPO: Proximal Policy Optimization with Prioritized Trajectory Replay
On-policy deep reinforcement learning algorithms have low data utilizati...
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10/08/2021
Dynamic Binary Neural Network by learning channel-wise thresholds
Binary neural networks (BNNs) constrain weights and activations to +1 or...
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09/16/2021
Federated Submodel Averaging
We study practical data characteristics underlying federated learning, w...
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08/12/2021
New Constructions of Golay Complementary Pair/Array with Large Zero Correlation Zone
Zero correlation zone (ZCZ) sequences and Golay sequences are two kinds ...
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12/10/2020
HpGAN: Sequence Search with Generative Adversarial Networks
Sequences play an important role in many engineering applications and sy...
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11/01/2020
MRPB 1.0: A Unified Benchmark for the Evaluation of Mobile Robot Local Planning Approaches
Local planning is one of the key technologies for mobile robots to achie...
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10/21/2020
Asymptotically Optimal and Near-optimal Aperiodic Quasi-Complementary Sequence Sets Based on Florentine Rectangles
Quasi-complementary sequence sets (QCSSs) can be seen as a generalized v...
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07/30/2020
Deep Multi-View Spatiotemporal Virtual Graph Neural Network for Significant Citywide Ride-hailing Demand Prediction
Urban ride-hailing demand prediction is a crucial but challenging task f...
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12/24/2018