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[WIP]CDFI: Compression-Driven Network Design for Frame Interpolation
#38
opened Jun 18, 2021 by
ryoherisson
[WIP]Complementary Relation Contrastive Distillation
knowledge distillation
#37
opened Jun 17, 2021 by
ryoherisson
Learnable Companding Quantization for Accurate Low-bit Neural Networks
network quantization
#36
opened Jun 16, 2021 by
ryoherisson
Diversifying Sample Generation for Accurate Data-Free Quantization
data-free
network quantization
#35
opened Jun 16, 2021 by
ryoherisson
Zero-shot Adversarial Quantization
data-free
network quantization
#34
opened Jun 11, 2021 by
ryoherisson
Network Quantization with Element-wise Gradient Scaling
network quantization
#33
opened Jun 10, 2021 by
ryoherisson
Towards Compact CNNs via Collaborative Compression
network pruning
tensor decomposition
#31
opened Jun 9, 2021 by
ryoherisson
RepVGG: Making VGG-style ConvNets Great Again
structural re-parameterization
#27
opened Jun 3, 2021 by
ryoherisson
AMC: AutoML for Model Compression and Acceleration on Mobile Devices
network pruning
#22
opened Feb 17, 2021 by
nocotan
Autopruner: An end-to-end trainable filter pruning method for efficient deep model inference
network pruning
#18
opened Feb 17, 2021 by
nocotan
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression
network pruning
#15
opened Feb 2, 2021 by
ryoherisson
Neuron Merging: Compensating for Pruned Neurons
network pruning
#14
opened Jan 29, 2021 by
ryoherisson
Learning Efficient Convolutional Networks through Network Slimming
network pruning
#13
opened Jan 28, 2021 by
ryoherisson
SNIP: Single-shot Network Pruning based on Connection Sensitivity
network pruning
#12
opened Jan 28, 2021 by
ryoherisson
Variational Dropout Sparsifies Deep Neural Networks
network pruning
#11
opened Jan 28, 2021 by
ryoherisson
The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks
network pruning
#10
opened Jan 27, 2021 by
ryoherisson
To prune, or not to prune: exploring the efficacy of pruning for model compression
network pruning
#8
opened Jan 27, 2021 by
ryoherisson
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