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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task EMNLP 2022
Can Domains Be Transferred across Languages in Multi-Domain Multilingual Neural Machine Translation? EMNLP 2022
Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment NIPS 2022
Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties NIPS 2022
Learning Modular Simulations for Homogeneous Systems NIPS 2022
Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the Centroid NIPS 2022
Constrained GPI for Zero-Shot Transfer in Reinforcement Learning NIPS 2022
Pre-Trained Model Reusability Evaluation for Small-Data Transfer Learning NIPS 2022
Sharing Knowledge for Meta-learning with Feature Descriptions NIPS 2022
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG NIPS 2022
Egocentric Video-Language Pretraining NIPS 2022
Does GNN Pretraining Help Molecular Representation? NIPS 2022
Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning NIPS 2022
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting NIPS 2022
Less-forgetting Multi-lingual Fine-tuning NIPS 2022
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation NIPS 2022
Merging Models with Fisher-Weighted Averaging NIPS 2022
Federated Learning from Pre-Trained Models: A Contrastive Learning Approach NIPS 2022
Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving NIPS 2022
Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling NIPS 2022
Invariant and Transportable Representations for Anti-Causal Domain Shifts NIPS 2022
Deep Model Reassembly NIPS 2022
Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks NIPS 2022
CUP: Critic-Guided Policy Reuse NIPS 2022
Meta-Complementing the Semantics of Short Texts in Neural Topic Models NIPS 2022