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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

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
Long-Tail Recognition via Compositional Knowledge Transfer CVPR 2022
How Well Do Sparse ImageNet Models Transfer? CVPR 2022
DINE: Domain Adaptation From Single and Multiple Black-Box Predictors CVPR 2022
Revisiting Learnable Affines for Batch Norm in Few-Shot Transfer Learning CVPR 2022
Exploring Universal Sentence Encoders for Zero-shot Text Classification IJCNLP 2022
An Improved Baseline for Sentence-level Relation Extraction IJCNLP 2022
Domain Adaptation via Maximizing Surrogate Mutual Information IJCAI 2022
Online ECG Emotion Recognition for Unknown Subjects via Hypergraph-Based Transfer Learning IJCAI 2022
Learning Pollution Maps from Mobile Phone Images IJCAI 2022
A Survey of Vision-Language Pre-Trained Models IJCAI 2022
Deep Decomposition for Stochastic Normal-Abnormal Transport CVPR 2022
Meta-analysis of heterogeneous data: integrative sparse regression in high-dimensions JMLR 2022
Improving Video Model Transfer With Dynamic Representation Learning CVPR 2022
Burst Image Restoration and Enhancement CVPR 2022
Transferability Estimation Using Bhattacharyya Class Separability CVPR 2022
Meta-Learning Dynamics Forecasting Using Task Inference NIPS 2022
Does Robustness on ImageNet Transfer to Downstream Tasks? CVPR 2022
Multi-Task Personalized Learning with Sparse Network Lasso IJCAI 2022