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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

Multimodal Item Categorization Fully Based on Transformer IJCNLP 2021
Memes in the Wild: Assessing the Generalizability of the Hateful Memes Challenge Dataset IJCNLP 2021
Path to Automating Ocean Health Monitoring AAAI 2021
NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search AAAI 2021
PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning AAAI 2021
Wasserstein Contrastive Representation Distillation CVPR 2021
Knowledge Evolution in Neural Networks CVPR 2021
Scaled-YOLOv4: Scaling Cross Stage Partial Network CVPR 2021
VirTex: Learning Visual Representations From Textual Annotations CVPR 2021
Contrastive Embedding for Generalized Zero-Shot Learning CVPR 2021
Learning Spatial-Semantic Relationship for Facial Attribute Recognition With Limited Labeled Data CVPR 2021
Generalized Domain Adaptation CVPR 2021
Dynamic Weighted Learning for Unsupervised Domain Adaptation CVPR 2021
OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World CVPR 2021
Unsupervised Multi-Source Domain Adaptation Without Access to Source Data CVPR 2021
Uncertainty Reduction for Model Adaptation in Semantic Segmentation CVPR 2021
Generalizable Pedestrian Detection: The Elephant in the Room CVPR 2021
Pre-Trained Image Processing Transformer CVPR 2021
Open-Vocabulary Object Detection Using Captions CVPR 2021
VinVL: Revisiting Visual Representations in Vision-Language Models CVPR 2021
Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning AAAI 2021
Deep Transfer Tensor Decomposition with Orthogonal Constraint for Recommender Systems AAAI 2021
U-BERT: Pre-training User Representations for Improved Recommendation AAAI 2021
Balanced Open Set Domain Adaptation via Centroid Alignment AAAI 2021
Learning Intact Features by Erasing-Inpainting for Few-shot Classification AAAI 2021