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Model Compression

1503 directly classified papers

Papers per year

Papers

Efficient Machine Translation with Model Pruning and Quantization EMNLP 2021
Specializing Multilingual Language Models: An Empirical Study EMNLP 2021
On the Limits of Minimal Pairs in Contrastive Evaluation EMNLP 2021
Robust Model Compression Using Deep Hypotheses AAAI 2021
Online Multi-Granularity Distillation for GAN Compression ICCV 2021
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces ICCV 2021
FATNN: Fast and Accurate Ternary Neural Networks ICCV 2021
Dynamic Dual Gating Neural Networks ICCV 2021
ReCU: Reviving the Dead Weights in Binary Neural Networks ICCV 2021
MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing ICCV 2021
Bias Loss for Mobile Neural Networks ICCV 2021
Towards Memory-Efficient Neural Networks via Multi-Level In Situ Generation ICCV 2021
Achieving On-Mobile Real-Time Super-Resolution With Neural Architecture and Pruning Search ICCV 2021
Bit-Mixer: Mixed-Precision Networks With Runtime Bit-Width Selection ICCV 2021
SACoD: Sensor Algorithm Co-Design Towards Efficient CNN-Powered Intelligent PhlatCam ICCV 2021
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration CVPR 2021
Probabilistic Selective Encryption of Convolutional Neural Networks for Hierarchical Services CVPR 2021
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search CVPR 2021
Multi-Scale Aligned Distillation for Low-Resolution Detection CVPR 2021
Network Pruning via Performance Maximization CVPR 2021
Convolutional Neural Network Pruning With Structural Redundancy Reduction CVPR 2021
Content-Aware GAN Compression CVPR 2021
DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for Deep Neural Networks CVPR 2021
Diversifying Sample Generation for Accurate Data-Free Quantization CVPR 2021
Searching by Generating: Flexible and Efficient One-Shot NAS With Architecture Generator CVPR 2021