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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 for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping INTERSPEECH 2022
Finer-grained Modeling units-based Meta-Learning for Low-resource Tibetan Speech Recognition INTERSPEECH 2022
Learning Tensor Representations for Meta-Learning AISTATS 2022
On the Use of External Data for Spoken Named Entity Recognition NAACL 2022
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models NIPS 2022
Abstraction not Memory: BERT and the English Article System NAACL 2022
Deep LSTM Spoken Term Detection using Wav2Vec 2.0 Recognizer INTERSPEECH 2022
Sort by Structure: Language Model Ranking as Dependency Probing NAACL 2022
Learning Structure from the Ground up---Hierarchical Representation Learning by Chunking NIPS 2022
PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization NIPS 2022
CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks NIPS 2022
Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation NIPS 2022
Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors NIPS 2022
How to tackle an emerging topic? Combining strong and weak labels for Covid news NER AACL 2022
On-Device Training Under 256KB Memory NIPS 2022
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning NAACL 2022
Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality IJCNLP 2022
Frozen Pretrained Transformers as Universal Computation Engines AAAI 2022
Transfer Learning for Humor Detection by Twin Masked Yellow Muppets IJCNLP 2022
Adversarial Branch Architecture Search for Unsupervised Domain Adaptation WACV 2022
Coupled Training for Multi-Source Domain Adaptation WACV 2022
Mutual Learning of Joint and Separate Domain Alignments for Multi-Source Domain Adaptation WACV 2022
A Modular and Unified Framework for Detecting and Localizing Video Anomalies WACV 2022
Semi-Supervised Domain Adaptation via Sample-to-Sample Self-Distillation WACV 2022
Dual-Head Contrastive Domain Adaptation for Video Action Recognition WACV 2022