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model compression

3283 papers

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MC

Co-occurring keywords

knowledge distillation (3680) large language model (12755) neural network (6616) efficient computing (779) neural network optimization (1293) transfer learning (5442) convolutional neural network (4216) neural network pruning (265) language model (4573) parameter efficiency (415)

Papers

AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks NIPS 2021
Compressing Neural Networks: Towards Determining the Optimal Layer-wise Decomposition NIPS 2021
Distilling Object Detectors with Feature Richness NIPS 2021
QuPeD: Quantized Personalization via Distillation with Applications to Federated Learning NIPS 2021
Shapeshifter: a Parameter-efficient Transformer using Factorized Reshaped Matrices NIPS 2021
GAML-BERT: Improving BERT Early Exiting by Gradient Aligned Mutual Learning EMNLP 2021
Revisiting Discriminator in GAN Compression: A Generator-discriminator Cooperative Compression Scheme NIPS 2021
Scaling Up Exact Neural Network Compression by ReLU Stability NIPS 2021
Demystifying and Generalizing BinaryConnect NIPS 2021
Analyzing the Confidentiality of Undistillable Teachers in Knowledge Distillation NIPS 2021
BCNet: Searching for Network Width With Bilaterally Coupled Network CVPR 2021
Permute, Quantize, and Fine-Tune: Efficient Compression of Neural Networks CVPR 2021
RaScaNet: Learning Tiny Models by Raster-Scanning Images CVPR 2021
The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures CVPR 2021
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling CVPR 2021
Content-Aware GAN Compression CVPR 2021
Towards Faster Deep Collaborative Filtering via Hierarchical Decision Networks AAAI 2021
Post-training Quantization with Multiple Points: Mixed Precision without Mixed Precision AAAI 2021
CondenseNet V2: Sparse Feature Reactivation for Deep Networks CVPR 2021
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration CVPR 2021
Learning Student Networks in the Wild CVPR 2021
AdderSR: Towards Energy Efficient Image Super-Resolution CVPR 2021
Efficient Conditional GAN Transfer With Knowledge Propagation Across Classes CVPR 2021
Multi-Scale Aligned Distillation for Low-Resolution Detection CVPR 2021
Generalized Few-Shot Object Detection Without Forgetting CVPR 2021