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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

Toward Low-Cost End-to-End Spoken Language Understanding INTERSPEECH 2022
Equal Bits: Enforcing Equally Distributed Binary Network Weights AAAI 2022
Prior Gradient Mask Guided Pruning-Aware Fine-Tuning AAAI 2022
Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition AAAI 2022
Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-Guided Feature Imitation AAAI 2022
Multi-Knowledge Aggregation and Transfer for Semantic Segmentation AAAI 2022
Width & Depth Pruning for Vision Transformers AAAI 2022
DeepHardMark: Towards Watermarking Neural Network Hardware AAAI 2022
SVT-Net: Super Light-Weight Sparse Voxel Transformer for Large Scale Place Recognition AAAI 2022
EasySED: Trusted Sound Event Detection with Self-Distillation AAAI 2022
Elastic-Link for Binarized Neural Networks AAAI 2022
PrivateSNN: Privacy-Preserving Spiking Neural Networks AAAI 2022
When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism AAAI 2022
ReMoNet: Recurrent Multi-Output Network for Efficient Video Denoising AAAI 2022
Safe Distillation Box AAAI 2022
Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better AAAI 2022
MONICA2: Mobile Neural Voice Command Assistants towards Smaller and Smarter AAAI 2022
FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metrics for Automatic Text Generation ACL 2022
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal ACL 2022
Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency ACL 2022
Robust Lottery Tickets for Pre-trained Language Models ACL 2022
BERT Learns to Teach: Knowledge Distillation with Meta Learning ACL 2022
Attention Temperature Matters in Abstractive Summarization Distillation ACL 2022
Kronecker Decomposition for GPT Compression ACL 2022
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation ACL 2022