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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

Learning Video Object Segmentation From Static Images CVPR 2017
Semi-supervised sequence tagging with bidirectional language models ACL 2017
Active Sentiment Domain Adaptation ACL 2017
Learning to Parse and Translate Improves Neural Machine Translation ACL 2017
Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally CVPR 2017
Hidden Layers in Perceptual Learning CVPR 2017
Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning CVPR 2017
Growing a Brain: Fine-Tuning by Increasing Model Capacity CVPR 2017
Risk Bounds for Transferring Representations With and Without Fine-Tuning ICML 2017
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings EMNLP 2017
Self-Learning Scene-Specific Pedestrian Detectors Using a Progressive Latent Model CVPR 2017
Learning With Side Information Through Modality Hallucination CVPR 2016
Large Scale Semi-Supervised Object Detection Using Visual and Semantic Knowledge Transfer CVPR 2016
When Naive Bayes Nearest Neighbors Meet Convolutional Neural Networks CVPR 2016
Corpus Fusion for Emotion Classification COLING 2016
PanPhon: A Resource for Mapping IPA Segments to Articulatory Feature Vectors COLING 2016
Transferring Knowledge from Text to Predict Disease Onset MLHC 2016
Multi-Cue Zero-Shot Learning With Strong Supervision CVPR 2016
Mitochondria-based Renal Cell Carcinoma Subtyping: Learning from Deep vs. Flat Feature Representations MLHC 2016
The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes CVPR 2016
Learning to Select Pre-Trained Deep Representations With Bayesian Evidence Framework CVPR 2016
The Multiverse Loss for Robust Transfer Learning CVPR 2016
Cross Modal Distillation for Supervision Transfer CVPR 2016
Cross-Stitch Networks for Multi-Task Learning CVPR 2016
Weakly Supervised Deep Detection Networks CVPR 2016