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transfer learning

5449 papers

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TL

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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

Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation EMNLP 2021
Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval EMNLP 2021
Ranking Neural Checkpoints CVPR 2021
On Robustness and Transferability of Convolutional Neural Networks CVPR 2021
Dynamic Domain Adaptation for Efficient Inference CVPR 2021
Scalable Differential Privacy With Sparse Network Finetuning CVPR 2021
Benchmarking Representation Learning for Natural World Image Collections CVPR 2021
Amalgamating Knowledge From Heterogeneous Graph Neural Networks CVPR 2021
Efficient Conditional GAN Transfer With Knowledge Propagation Across Classes CVPR 2021
Ego-Exo: Transferring Visual Representations From Third-Person to First-Person Videos CVPR 2021
Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling CVPR 2021
Confident Anchor-Induced Multi-Source Free Domain Adaptation NIPS 2021
Mixed Supervised Object Detection by Transferring Mask Prior and Semantic Similarity NIPS 2021
Low-dimensional Structure in the Space of Language Representations is Reflected in Brain Responses NIPS 2021
MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models MIDL 2021
Language Representations for Generalization in Reinforcement Learning ACML 2021
Does language help generalization in vision models? CONLL 2021
Domain Adaptation Using System Invariant Dynamics Models L4DC 2021
Learning Behaviors through Physics-driven Latent Imagination CORL 2021
Error-Aware Policy Learning: Zero-Shot Generalization in Partially Observable Dynamic Environments RSS 2021
UoB at SemEval-2021 Task 5: Extending Pre-Trained Language Models to Include Task and Domain-Specific Information for Toxic Span Prediction SEMEVAL 2021
UNBNLP at SemEval-2021 Task 1: Predicting lexical complexity with masked language models and character-level encoders SEMEVAL 2021
UIT-E10dot3 at SemEval-2021 Task 5: Toxic Spans Detection with Named Entity Recognition and Question-Answering Approaches SEMEVAL 2021
FII FUNNY at SemEval-2021 Task 7: HaHackathon: Detecting and rating Humor and Offense SEMEVAL 2021
Volta at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables using TAPAS and Transfer Learning SEMEVAL 2021