conftrace_

parameter efficient

173 papers

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Co-occurring keywords

model compression (3302) transfer learning (5449) large language model (13587) knowledge distillation (3725) parameter efficiency (417) domain adaptation (4595) language model (4599) mixture of expert (640) vision transformer (1106) parameter-efficient fine-tuning (736)

Papers

Meta-Learning Sparse Implicit Neural Representations NIPS 2021
What to Pre-Train on? Efficient Intermediate Task Selection EMNLP 2021
Training Neural Networks with Fixed Sparse Masks NIPS 2021
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification EMNLP 2021
Single-dataset Experts for Multi-dataset Question Answering EMNLP 2021
Robust Transfer Learning with Pretrained Language Models through Adapters ACL 2021
Scaling Local Self-Attention for Parameter Efficient Visual Backbones CVPR 2021
Multi-stage Pre-training over Simplified Multimodal Pre-training Models ACL 2021
Tensorized Embedding Layers EMNLP 2020
12-in-1: Multi-Task Vision and Language Representation Learning CVPR 2020
TinyTL: Reduce Memory, Not Parameters for Efficient On-Device Learning NIPS 2020
Partial Weight Adaptation for Robust DNN Inference CVPR 2020
A Study of Residual Adapters for Multi-Domain Neural Machine Translation EMNLP 2020
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models EMNLP 2020
AdapterHub: A Framework for Adapting Transformers EMNLP 2020
Efficient Multi-Domain Learning by Covariance Normalization CVPR 2019
Auto-ReID: Searching for a Part-Aware ConvNet for Person Re-Identification ICCV 2019
Budget-Aware Adapters for Multi-Domain Learning ICCV 2019
BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning ICML 2019
Simple, Scalable Adaptation for Neural Machine Translation EMNLP 2019
Interleaved Structured Sparse Convolutional Neural Networks CVPR 2018
Extreme Adaptation for Personalized Neural Machine Translation ACL 2018
JM-Net and Cluster-SVM for Aerial Scene Classification IJCAI 2017