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Efficient Neural Network

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Showing 176–200 of 224 papers

TitleStatusHype
MDeRainNet: An Efficient Neural Network for Rain Streak Removal from Macro-pixel Images—0
Measurement error models: from nonparametric methods to deep neural networks—0
Memformer: A Memory-Augmented Transformer for Sequence Modeling—0
Memformer: A Memory-Augmented Transformer for Sequence Modeling—0
MONGOOSE: A Learnable LSH Framework for Efficient Neural Network Training—0
Mono-Forward: Backpropagation-Free Algorithm for Efficient Neural Network Training Harnessing Local Errors—0
MTSpark: Enabling Multi-Task Learning with Spiking Neural Networks for Generalist Agents—0
Multiscale Training of Convolutional Neural Networks—0
Harmonic Loss Trains Interpretable AI ModelsCode0
QuickCharNet: An Efficient URL Classification Framework for Enhanced Search Engine OptimizationCode0
Rethinking Weight Decay For Efficient Neural Network PruningCode0
Efficient Neural Network Training via Forward and Backward Propagation SparsificationCode0
vDNN: Virtualized Deep Neural Networks for Scalable, Memory-Efficient Neural Network DesignCode0
Hyperbolic Representation Learning for Fast and Efficient Neural Question AnsweringCode0
Dopant Network Processing Units: Towards Efficient Neural-network Emulators with High-capacity Nanoelectronic NodesCode0
Generalizable Learning Reconstruction for Accelerating MR Imaging via Federated Neural Architecture SearchCode0
Distilled Pruning: Using Synthetic Data to Win the LotteryCode0
NeXtVLAD: An Efficient Neural Network to Aggregate Frame-level Features for Large-scale Video ClassificationCode0
Efficient Neural Network Encoding for 3D Color Lookup TablesCode0
Joint Matrix Decomposition for Deep Convolutional Neural Networks CompressionCode0
DeePKS+ABACUS as a Bridge between Expensive Quantum Mechanical Models and Machine Learning PotentialsCode0
On Efficient Neural Network Architectures for Image CompressionCode0
Learn2Mix: Training Neural Networks Using Adaptive Data IntegrationCode0
Vision-based Navigation Using Deep Reinforcement LearningCode0
White-to-Black: Efficient Distillation of Black-Box Adversarial AttacksCode0
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