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model compression

3,562 papers

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MC

Co-occurring keywords · papers mentioning both

knowledge distillation (1,124) large language model (422) neural network (322) neural network optimization (297) efficient computing (297) convolutional neural network (240) transfer learning (234) neural network pruning (200) parameter-efficient fine-tuning (168) language model (158)

Papers

Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers EMNLP 2021 Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization ACL 2021 Teacher Guided Neural Architecture Search for Face Recognition AAAI 2021 Teachers Do More Than Teach: Compressing Image-to-Image Models CVPR 2021 TenTrans High-Performance Inference Toolkit for WMT2021 Efficiency Task EMNLP 2021 Text Anchor Based Metric Learning for Small-Footprint Keyword Spotting Interspeech 2021 The Chinese Remainder Theorem for Compact, Task-Precise, Efficient and Secure Word Embeddings EACL 2021 The Elastic Lottery Ticket Hypothesis NeurIPS 2021 The Flip Side of the Reweighted Coin: Duality of Adaptive Dropout and Regularization NeurIPS 2021 The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures CVPR 2021 The Impact of Positional Encodings on Multilingual Compression EMNLP 2021 The Lottery Tickets Hypothesis for Supervised and Self-Supervised Pre-Training in Computer Vision Models CVPR 2021 The NiuTrans System for the WMT 2021 Efficiency Task EMNLP 2021 Tied & Reduced RNN-T Decoder Interspeech 2021 Tokens-to-Token ViT: Training Vision Transformers From Scratch on ImageNet ICCV 2021 Towards Compact CNNs via Collaborative Compression CVPR 2021 Towards Compact Single Image Super-Resolution via Contrastive Self-distillation IJCAI 2021 Towards Efficient Tensor Decomposition-Based DNN Model Compression With Optimization Framework CVPR 2021 Towards Extremely Compact RNNs for Video Recognition With Fully Decomposed Hierarchical Tucker Structure CVPR 2021 Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices IJCAI 2021 Towards Faster Deep Collaborative Filtering via Hierarchical Decision Networks AAAI 2021 Towards Memory-Efficient Neural Networks via Multi-Level In Situ Generation ICCV 2021 Towards Zero-Shot Knowledge Distillation for Natural Language Processing EMNLP 2021 Training with Quantization Noise for Extreme Model Compression ICLR 2021 TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference NAACL 2021