← Learning Types
Deep Learning › Learning Types ›

Transfer Learning

2362 directly classified papers

Papers per year

Papers

Frozen Pretrained Transformers as Universal Computation Engines AAAI 2022
Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models AAAI 2022
Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation AAAI 2022
Can Semantic Labels Assist Self-Supervised Visual Representation Learning? AAAI 2022
Transfer Learning for Color Constancy via Statistic Perspective AAAI 2022
Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning AAAI 2022
Improving Scene Graph Classification by Exploiting Knowledge from Texts AAAI 2022
Can Vision Transformers Learn without Natural Images? AAAI 2022
Multi-Knowledge Aggregation and Transfer for Semantic Segmentation AAAI 2022
Generalizable Person Re-identification via Self-Supervised Batch Norm Test-Time Adaption AAAI 2022
Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition AAAI 2022
Playing Lottery Tickets with Vision and Language AAAI 2022
Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned? EMNLP 2022
A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering EMNLP 2022
Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks EMNLP 2022
EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation EMNLP 2022
XPrompt: Exploring the Extreme of Prompt Tuning EMNLP 2022
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models EMNLP 2022
Fast Vocabulary Transfer for Language Model Compression EMNLP 2022
Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure EMNLP 2022
Adapting a Language Model While Preserving its General Knowledge EMNLP 2022
Large Dual Encoders Are Generalizable Retrievers EMNLP 2022
CISLR: Corpus for Indian Sign Language Recognition EMNLP 2022
Automatic Document Selection for Efficient Encoder Pretraining EMNLP 2022
An Empirical Study on the Transferability of Transformer Modules in Parameter-efficient Fine-tuning EMNLP 2022