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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Task2Sim: Towards Effective Pre-Training and Transfer From Synthetic Data CVPR 2022
GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models ACL 2022
Composable Sparse Fine-Tuning for Cross-Lingual Transfer ACL 2022
Back to Reality: Weakly-Supervised 3D Object Detection With Shape-Guided Label Enhancement CVPR 2022
Robust Fine-Tuning of Deep Neural Networks with Hessian-based Generalization Guarantees ICML 2022
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability ACL 2022
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution ACL 2022
Interactron: Embodied Adaptive Object Detection CVPR 2022
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension ACL 2022
Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation ACL 2022
VisualGPT: Data-Efficient Adaptation of Pretrained Language Models for Image Captioning CVPR 2022
An Empirical Study on the Transferability of Transformer Modules in Parameter-efficient Fine-tuning EMNLP 2022
EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation EMNLP 2022
Versatile Multi-Modal Pre-Training for Human-Centric Perception CVPR 2022
Prompt Distribution Learning CVPR 2022
XPrompt: Exploring the Extreme of Prompt Tuning EMNLP 2022
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models EMNLP 2022
A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering EMNLP 2022
Automatic Document Selection for Efficient Encoder Pretraining EMNLP 2022
LiT: Zero-Shot Transfer With Locked-Image Text Tuning CVPR 2022
Large Dual Encoders Are Generalizable Retrievers EMNLP 2022
Improving Large-scale Paraphrase Acquisition and Generation EMNLP 2022
Knowledge Transfer from Answer Ranking to Answer Generation EMNLP 2022
Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure EMNLP 2022
Efficient Adversarial Training with Robust Early-Bird Tickets EMNLP 2022