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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

Towards Efficient Post-training Quantization of Pre-trained Language Models NIPS 2022
Real-Time Portrait Stylization on the Edge IJCAI 2022
When the Student Becomes the Master: Learning Better and Smaller Monolingual Models from mBERT COLING 2022
Block-Skim: Efficient Question Answering for Transformer AAAI 2022
A Deep Learning-Based Face Mask Detector for Autonomous Nano-Drones (Student Abstract) AAAI 2022
Lightweight Transformers for Conversational AI NAACL 2022
Pruning Adatperfusion with Lottery Ticket Hypothesis NAACL 2022
DINE: Domain Adaptation From Single and Multiple Black-Box Predictors CVPR 2022
Focal and Global Knowledge Distillation for Detectors CVPR 2022
Class-Incremental Learning by Knowledge Distillation With Adaptive Feature Consolidation CVPR 2022
On Measuring Excess Capacity in Neural Networks NIPS 2022
Non-Uniform Adversarially Robust Pruning AUTOML 2022
Co-Advise: Cross Inductive Bias Distillation CVPR 2022
Killing Two Birds With One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC CVPR 2022
Up to 100x Faster Data-Free Knowledge Distillation AAAI 2022
i-SpaSP: Structured Neural Pruning via Sparse Signal Recovery L4DC 2022
Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models NIPS 2022
Differentially Private Model Compression NIPS 2022
Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation NIPS 2022
Towards Light-Weight and Real-Time Line Segment Detection AAAI 2022
Lost in Distillation: A Case Study in Toxicity Modeling NAACL 2022
Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models EMNLP 2022
Data-Free Network Compression via Parametric Non-Uniform Mixed Precision Quantization CVPR 2022
CHEX: CHannel EXploration for CNN Model Compression CVPR 2022
Bi-volution: A Static and Dynamic Coupled Filter AAAI 2022