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Efficient Neural Network

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Showing 151–200 of 224 papers

TitleStatusHype
UMEC: Unified model and embedding compression for efficient recommendation systems—0
Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation—0
VQ4ALL: Efficient Neural Network Representation via a Universal Codebook—0
Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models—0
HGC: Hierarchical Group Convolution for Highly Efficient Neural Network—0
High performance RNNs with spiking neurons—0
Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search—0
IDKM: Memory Efficient Neural Network Quantization via Implicit, Differentiable k-Means—0
Improved weight initialization for deep and narrow feedforward neural network—0
Infra-YOLO: Efficient Neural Network Structure with Model Compression for Real-Time Infrared Small Object Detection—0
Interact2Vec -- An efficient neural network-based model for simultaneously learning users and items embeddings in recommender systems—0
Joint Regularization on Activations and Weights for Efficient Neural Network Pruning—0
Lat-Net: Compressing Lattice Boltzmann Flow Simulations using Deep Neural Networks—0
Learning both Weights and Connections for Efficient Neural Network—0
Learning Discrete Weights and Activations Using the Local Reparameterization Trick—0
Learning To Rank Diversely At Airbnb—0
LeMo-NADe: Multi-Parameter Neural Architecture Discovery with LLMs—0
Linearity-based neural network compression—0
LMR-CBT: Learning Modality-fused Representations with CB-Transformer for Multimodal Emotion Recognition from Unaligned Multimodal Sequences—0
LordNet: An Efficient Neural Network for Learning to Solve Parametric Partial Differential Equations without Simulated Data—0
LUTMUL: Exceed Conventional FPGA Roofline Limit by LUT-based Efficient Multiplication for Neural Network Inference—0
LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup—0
MambaJSCC: Adaptive Deep Joint Source-Channel Coding with Generalized State Space Model—0
MAPLE-Edge: A Runtime Latency Predictor for Edge Devices—0
Mapping Road Lanes Using Laser Remission and Deep Neural Networks—0
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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