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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

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
A Unified Meta-Learning Framework for Dynamic Transfer Learning IJCAI 2022
Transferability and Stability of Learning with Limited Labelled Data in Multilingual Text Document Classification IJCAI 2022
CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for Single-Corpus and Cross-Corpus Speech Emotion Recognition IJCAI 2022
Few-Shot Adaptation of Pre-Trained Networks for Domain Shift IJCAI 2022
Multivariate Times Series Classification Using Multichannel CNN IJCAI 2022
Abstraction in Data-Sparse Task Transfer (Extended Abstract) IJCAI 2022
Statistically-Guided Deep Network Transformation to Harness Heterogeneity in Space (Extended Abstract) IJCAI 2022