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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

DAVINZ: Data Valuation using Deep Neural Networks at Initialization ICML 2022
NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework ICML 2022
HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks NIPS 2022
How to Parse a Creole: When Martinican Creole Meets French COLING 2022
Few-shot Image Generation via Adaptation-Aware Kernel Modulation NIPS 2022
K-LITE: Learning Transferable Visual Models with External Knowledge NIPS 2022
Transferring Confluent Knowledge to Argument Mining COLING 2022
Automatic Summarization for Creative Writing: BART based Pipeline Method for Generating Summary of Movie Scripts COLING 2022
Conditional Meta-Learning of Linear Representations NIPS 2022
Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty NIPS 2022
TransTab: Learning Transferable Tabular Transformers Across Tables NIPS 2022
Formalizing Consistency and Coherence of Representation Learning NIPS 2022
Models Out of Line: A Fourier Lens on Distribution Shift Robustness NIPS 2022
CSECU-DSG@SMM4H’22: Transformer based Unified Approach for Classification of Changes in Medication Treatments in Tweets and WebMD Reviews COLING 2022
Exploring Multimodal Features and Fusion Strategies for Analyzing Disaster Tweets COLING 2022
Learning low-dimensional generalizable natural features from retina using a U-net NIPS 2022
Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks AAAI 2022
Multilingual Code Snippets Training for Program Translation AAAI 2022
Could Giant Pre-trained Image Models Extract Universal Representations? NIPS 2022
Assaying Out-Of-Distribution Generalization in Transfer Learning NIPS 2022
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification NIPS 2022
UniCLIP: Unified Framework for Contrastive Language-Image Pre-training NIPS 2022
Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment CVPR 2022
Comparison Knowledge Translation for Generalizable Image Classification IJCAI 2022
Multi-policy Grounding and Ensemble Policy Learning for Transfer Learning with Dynamics Mismatch IJCAI 2022