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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation CVPR 2020
Look-Into-Object: Self-Supervised Structure Modeling for Object Recognition CVPR 2020
Learning the Redundancy-Free Features for Generalized Zero-Shot Object Recognition CVPR 2020
Don't Even Look Once: Synthesizing Features for Zero-Shot Detection CVPR 2020
A Programmatic and Semantic Approach to Explaining and Debugging Neural Network Based Object Detectors CVPR 2020
Selective Transfer With Reinforced Transfer Network for Partial Domain Adaptation CVPR 2020
Regularizing CNN Transfer Learning With Randomised Regression CVPR 2020
Smoothing Adversarial Domain Attack and P-Memory Reconsolidation for Cross-Domain Person Re-Identification CVPR 2020
Online Knowledge Distillation via Collaborative Learning CVPR 2020
Auxiliary Task Reweighting for Minimum-data Learning NIPS 2020
On the Theory of Transfer Learning: The Importance of Task Diversity NIPS 2020
Learning from Positive and Unlabeled Data with Arbitrary Positive Shift NIPS 2020
Transfer Learning via $\ell_1$ Regularization NIPS 2020
Task-Robust Model-Agnostic Meta-Learning NIPS 2020
Optimization and Generalization Analysis of Transduction through Gradient Boosting and Application to Multi-scale Graph Neural Networks NIPS 2020
Improving Question Answering with External Knowledge EMNLP 2019
Evaluating Lottery Tickets Under Distributional Shifts EMNLP 2019
Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing EMNLP 2019
Extract and Aggregate: A Novel Domain-Independent Approach to Factual Data Verification EMNLP 2019
Multilingual Unsupervised NMT using Shared Encoder and Language-Specific Decoders ACL 2019
Fine-Grained Temporal Relation Extraction ACL 2019
Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings ACL 2019
Cross-Domain Generalization of Neural Constituency Parsers ACL 2019
Revisiting Low-Resource Neural Machine Translation: A Case Study ACL 2019
Celebrity Profiling ACL 2019