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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

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
Robust Fine-Tuning of Deep Neural Networks with Hessian-based Generalization Guarantees ICML 2022
M3T: Three-Dimensional Medical Image Classifier Using Multi-Plane and Multi-Slice Transformer CVPR 2022
Simple but Effective: CLIP Embeddings for Embodied AI CVPR 2022
Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning ICML 2022
Exploring the influence of fine-tuning data on wav2vec 2.0 model for blind speech quality prediction INTERSPEECH 2022
Wav2vec behind the Scenes: How end2end Models learn Phonetics INTERSPEECH 2022
Exploring Universal Sentence Encoders for Zero-shot Text Classification AACL 2022