← Keywords

model compression

3283 papers

Explore in graph

Also known as

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

HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens CVPR 2021
Positive-Congruent Training: Towards Regression-Free Model Updates CVPR 2021
Optimal Gradient Checkpoint Search for Arbitrary Computation Graphs CVPR 2021
The Lottery Tickets Hypothesis for Supervised and Self-Supervised Pre-Training in Computer Vision Models CVPR 2021
Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression CVPR 2021
Scaled-YOLOv4: Scaling Cross Stage Partial Network CVPR 2021
Knowledge Evolution in Neural Networks CVPR 2021
FP-NAS: Fast Probabilistic Neural Architecture Search CVPR 2021
Dynamic Region-Aware Convolution CVPR 2021
Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation CVPR 2021
Joint-DetNAS: Upgrade Your Detector With NAS, Pruning and Dynamic Distillation CVPR 2021
FBNetV3: Joint Architecture-Recipe Search Using Predictor Pretraining CVPR 2021
MoViNets: Mobile Video Networks for Efficient Video Recognition CVPR 2021
Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering NAACL 2021
Tree-Like Decision Distillation CVPR 2021
fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP IJCNLP 2021
Direction is what you need: Improving Word Embedding Compression in Large Language Models IJCNLP 2021
Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering EMNLP 2021
Inflate and Shrink:Enriching and Reducing Interactions for Fast Text-Image Retrieval EMNLP 2021
Dynamic Knowledge Distillation for Pre-trained Language Models EMNLP 2021
Chasing Sparsity in Vision Transformers: An End-to-End Exploration NIPS 2021
deepQuest-py: Large and Distilled Models for Quality Estimation EMNLP 2021
UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings EMNLP 2021
Mistify: Automating DNN Model Porting for On-Device Inference at the Edge NSDI 2021
The Impact of Positional Encodings on Multilingual Compression EMNLP 2021