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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Self-Supervised Transformers for fMRI representation MIDL 2022
Learning Stable Classifiers by Transferring Unstable Features ICML 2022
Representation Topology Divergence: A Method for Comparing Neural Network Representations. ICML 2022
Active Multi-Task Representation Learning ICML 2022
Deep Reference Priors: What is the best way to pretrain a model? ICML 2022
A Study of Face Obfuscation in ImageNet ICML 2022
From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models EMNLP 2022
Transfer Learning with Gaussian Processes for Bayesian Optimization AISTATS 2022
EfficientCellSeg: Efficient Volumetric Cell Segmentation Using Context Aware Pseudocoloring MIDL 2022
Open High-Resolution Satellite Imagery: The WorldStrat Dataset – With Application to Super-Resolution NIPS 2022
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation CVPR 2022
Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data INTERSPEECH 2022
Task2Sim: Towards Effective Pre-Training and Transfer From Synthetic Data CVPR 2022
Detecting Heart Failure Through Voice Analysis using Self-Supervised Mode-Based Memory Fusion INTERSPEECH 2022
Multirate Training of Neural Networks ICML 2022
Impairment Representation Learning for Speech Quality Assessment INTERSPEECH 2022
Recent Advances in Pre-trained Language Models: Why Do They Work and How Do They Work AACL 2022
Controlling Conditional Language Models without Catastrophic Forgetting ICML 2022
ML_LTU at SemEval-2022 Task 4: T5 Towards Identifying Patronizing and Condescending Language SEMEVAL 2022
Exploring linguistic feature and model combination for speech recognition based automatic AD detection INTERSPEECH 2022
VisualGPT: Data-Efficient Adaptation of Pretrained Language Models for Image Captioning CVPR 2022
Transfer learning for multilingual vacancy text generation EMNLP 2022
TIB-VA at SemEval-2022 Task 5: A Multimodal Architecture for the Detection and Classification of Misogynous Memes SEMEVAL 2022
UAlberta at SemEval 2022 Task 2: Leveraging Glosses and Translations for Multilingual Idiomaticity Detection SEMEVAL 2022
Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation CVPR 2022