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model compression

3302 papers

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MC

Co-occurring keywords

knowledge distillation (3725) large language model (13587) neural network (6616) efficient computing (781) neural network optimization (1293) transfer learning (5449) convolutional neural network (4226) neural network pruning (265) language model (4599) parameter efficiency (417)

Papers

MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge NIPS 2021
Multi-Scale Aligned Distillation for Low-Resolution Detection CVPR 2021
Efficient Conditional GAN Transfer With Knowledge Propagation Across Classes CVPR 2021
AdderSR: Towards Energy Efficient Image Super-Resolution CVPR 2021
Learning Student Networks in the Wild CVPR 2021
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration CVPR 2021
CondenseNet V2: Sparse Feature Reactivation for Deep Networks CVPR 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
RMSMP: A Novel Deep Neural Network Quantization Framework With Row-Wise Mixed Schemes and Multiple Precisions ICCV 2021
IA-RED$^2$: Interpretability-Aware Redundancy Reduction for Vision Transformers NIPS 2021
Instance-Conditional Knowledge Distillation for Object Detection NIPS 2021
Learning Student-Friendly Teacher Networks for Knowledge Distillation NIPS 2021
Revisiting Discriminator in GAN Compression: A Generator-discriminator Cooperative Compression Scheme NIPS 2021
FBNetV3: Joint Architecture-Recipe Search Using Predictor Pretraining CVPR 2021
S$^3$: Sign-Sparse-Shift Reparametrization for Effective Training of Low-bit Shift Networks NIPS 2021
DominoSearch: Find layer-wise fine-grained N:M sparse schemes from dense neural networks NIPS 2021
Comprehensive Knowledge Distillation with Causal Intervention 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
Joint-DetNAS: Upgrade Your Detector With NAS, Pruning and Dynamic Distillation CVPR 2021
Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval EMNLP 2021
Post-Training Sparsity-Aware Quantization NIPS 2021