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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

MoViNets: Mobile Video Networks for Efficient Video Recognition CVPR 2021
Chasing Sparsity in Vision Transformers: An End-to-End Exploration NIPS 2021
Optimal Quantization Using Scaled Codebook CVPR 2021
Binary Neural Network for Speaker Verification INTERSPEECH 2021
Network Quantization With Element-Wise Gradient Scaling CVPR 2021
Mixed-Privacy Forgetting in Deep Networks CVPR 2021
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling CVPR 2021
The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures CVPR 2021
RaScaNet: Learning Tiny Models by Raster-Scanning Images CVPR 2021
Permute, Quantize, and Fine-Tune: Efficient Compression of Neural Networks CVPR 2021
BCNet: Searching for Network Width With Bilaterally Coupled Network CVPR 2021
ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic CVPR 2021
Qu-ANTI-zation: Exploiting Quantization Artifacts for Achieving Adversarial Outcomes NIPS 2021
Content-Aware GAN Compression CVPR 2021
AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models ACL 2021
Robust Transfer Learning with Pretrained Language Models through Adapters ACL 2021
fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP ACL 2021
How Does Topology Influence Gradient Propagation and Model Performance of Deep Networks With DenseNet-Type Skip Connections? CVPR 2021
Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation CVPR 2021
Diverse Branch Block: Building a Convolution as an Inception-Like Unit CVPR 2021
Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering NAACL 2021
Space-Time Distillation for Video Super-Resolution CVPR 2021
Anycost GANs for Interactive Image Synthesis and Editing CVPR 2021
Slimmable Compressive Autoencoders for Practical Neural Image Compression CVPR 2021
Layer-Wise Searching for 1-Bit Detectors CVPR 2021