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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

Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese Hokkien EMNLP 2022
Hate Speech and Offensive Language Detection in Bengali IJCNLP 2022
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning EMNLP 2022
YOLO-ReT: Towards High Accuracy Real-Time Object Detection on Edge GPUs WACV 2022
Playing Lottery Tickets with Vision and Language AAAI 2022
Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing AAAI 2022
Neural Networks Classify through the Class-Wise Means of Their Representations AAAI 2022
Active Learning for Domain Adaptation: An Energy-Based Approach AAAI 2022
Are Vision-Language Transformers Learning Multimodal Representations? A Probing Perspective AAAI 2022
From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022
Preparing High School Teachers to Integrate AI Methods into STEM Classrooms AAAI 2022
Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition INTERSPEECH 2022
Cooperative Self-training of Machine Reading Comprehension NAACL 2022
Low-resource Low-footprint Wake-word Detection using Knowledge Distillation INTERSPEECH 2022
Ant Multilingual Recognition System for OLR 2021 Challenge INTERSPEECH 2022
Transfer Learning from Multi-Lingual Speech Translation Benefits Low-Resource Speech Recognition INTERSPEECH 2022
Multi-Domain Semantic Segmentation With Overlapping Labels WACV 2022
Phylogeny-Inspired Adaptation of Multilingual Models to New Languages AACL 2022
Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks WACV 2022
Trading-Off Information Modalities in Zero-Shot Classification WACV 2022
Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis AISTATS 2022
Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm AISTATS 2022
Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer ICML 2022
CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer ICML 2022
AnyMorph: Learning Transferable Polices By Inferring Agent Morphology ICML 2022