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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

Exploring Multilingual Syntactic Sentence Representations EMNLP 2019
Naver Labs Europe’s Systems for the Document-Level Generation and Translation Task at WNGT 2019 EMNLP 2019
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis EMNLP 2019
Inducing brain-relevant bias in natural language processing models NIPS 2019
Efficient Neural Architecture Transformation Search in Channel-Level for Object Detection NIPS 2019
ObjectNet: A large-scale bias-controlled dataset for pushing the limits of object recognition models NIPS 2019
Fixing the train-test resolution discrepancy NIPS 2019
DENS: A Dataset for Multi-class Emotion Analysis EMNLP 2019
Learning to Learn Image Classifiers With Visual Analogy CVPR 2019
Sim-Real Joint Reinforcement Transfer for 3D Indoor Navigation CVPR 2019
Learning Multi-Class Segmentations From Single-Class Datasets CVPR 2019
Variational Information Distillation for Knowledge Transfer CVPR 2019
Semantic Projection Network for Zero- and Few-Label Semantic Segmentation CVPR 2019
Few-Shot Adaptive Faster R-CNN CVPR 2019
Feature Transfer Learning for Face Recognition With Under-Represented Data CVPR 2019
Multi-Task Self-Supervised Object Detection via Recycling of Bounding Box Annotations CVPR 2019
Transferrable Prototypical Networks for Unsupervised Domain Adaptation CVPR 2019
Does Learning Specific Features for Related Parts Help Human Pose Estimation? CVPR 2019
Meta-Transfer Learning for Few-Shot Learning CVPR 2019
Translate-to-Recognize Networks for RGB-D Scene Recognition CVPR 2019
Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization CVPR 2019
Distant Supervised Centroid Shift: A Simple and Efficient Approach to Visual Domain Adaptation CVPR 2019
Distantly Supervised Entity Relation Extraction with Adapted Manual Annotations AAAI 2019
Boosting Transfer Learning with Survival Data from Heterogeneous Domains AISTATS 2019
Cross-Modal Learning Filters for RGB-Neuromorphic Wormhole Learning RSS 2019