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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

Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay AAAI 2022
Prune and Tune Ensembles: Low-Cost Ensemble Learning with Sparse Independent Subnetworks AAAI 2022
Differential Assessment of Black-Box AI Agents AAAI 2022
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training NIPS 2022
Redistribution of Weights and Activations for AdderNet Quantization NIPS 2022
Model Preserving Compression for Neural Networks NIPS 2022
GreedyNASv2: Greedier Search With a Greedy Path Filter CVPR 2022
Functional Ensemble Distillation NIPS 2022
FP8 Quantization: The Power of the Exponent NIPS 2022
Rare Gems: Finding Lottery Tickets at Initialization NIPS 2022
Deep Compression of Pre-trained Transformer Models NIPS 2022
Interspace Pruning: Using Adaptive Filter Representations To Improve Training of Sparse CNNs CVPR 2022
Learnable Lookup Table for Neural Network Quantization CVPR 2022
Condensing CNNs With Partial Differential Equations CVPR 2022
Multi-Dimensional Dynamic Model Compression for Efficient Image Super-Resolution WACV 2022
Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation CVPR 2022
Contextual Similarity Distillation for Asymmetric Image Retrieval CVPR 2022
Knowledge Distillation via the Target-Aware Transformer CVPR 2022
Pruning has a disparate impact on model accuracy NIPS 2022
Performance-Aware Mutual Knowledge Distillation for Improving Neural Architecture Search CVPR 2022
A Flexible Multi-Task Model for BERT Serving ACL 2022
Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation COLING 2022
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks COLING 2022
Playing Lottery Tickets with Vision and Language AAAI 2022
Hessian-Aware Pruning and Optimal Neural Implant WACV 2022