Transfer Learning

Visual Cues and Error Correction for Translation Robustness EMNLP 2021 Visual Transfer For Reinforcement Learning Via Wasserstein Domain Confusion AAAI 2021 VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning AAAI 2021 Voice2Series: Reprogramming Acoustic Models for Time Series Classification ICML 2021 Wasserstein Selective Transfer Learning for Cross-domain Text Mining EMNLP 2021 Weakly-Supervised Physically Unconstrained Gaze Estimation CVPR 2021 What's the Best Place for an AI Conference, Vancouver or _______: Why Completing Comparative Questions is Difficult AAAI 2021 When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning? NeurIPS 2021 When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021 Word Embeddings, Cosine Similarity and Deep Learning for Identification of Professions & Occupations in Health-related Social Media NAACL 2021 XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation ACL 2021 Zera-Shot Sentiment Analysis for Code-Mixed Data AAAI 2021 Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection EACL 2021 Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing EMNLP 2021 Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders EMNLP 2021 Zero-shot Event Extraction via Transfer Learning: Challenges and Insights ACL 2021 3D-RADNet: Extracting labels from DICOM metadata for training general medical domain deep 3D convolution neural networks MIDL 2020 A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings AAAI 2020 Action Segmentation with Mixed Temporal Domain Adaptation WACV 2020 AdaFilter: Adaptive Filter Fine-Tuning for Deep Transfer Learning AAAI 2020 AdapterHub: A Framework for Adapting Transformers EMNLP 2020 Adversarially Robust Distillation AAAI 2020 Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning CVPR 2020 A Hybrid Deep Learning Approach for Spatial Trigger Extraction from Radiology Reports EMNLP 2020 A Multi-Scale Approach for Graph Link Prediction AAAI 2020