Transfer Learning

Playing Lottery Tickets with Vision and Language AAAI 2022 Point Cloud Pre-Training With Natural 3D Structures CVPR 2022 Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks NeurIPS 2022 Post-Training with Interrogative Sentences for Enhancing BART-based Korean Question Generator AACL 2022 Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling AAAI 2022 Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning NeurIPS 2022 Pre-Trained Language Models for Interactive Decision-Making NeurIPS 2022 Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022 ACL 2022 Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors NeurIPS 2022 Prior-Guided Transfer Learning for Enhancing Item Representation in E-commerce AAAI 2022 Prix-LM: Pretraining for Multilingual Knowledge Base Construction ACL 2022 Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer EMNLP 2022 Progressive Sentiment Analysis for Code-Switched Text Data EMNLP 2022 Prompt Distribution Learning CVPR 2022 Prompt-free and Efficient Few-shot Learning with Language Models ACL 2022 Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts NAACL 2022 Quality Estimation via Backtranslation at the WMT 2022 Quality Estimation Task EMNLP 2022 Quantifying Language Variation Acoustically with Few Resources NAACL 2022 Ranking Environment, Social And Governance Related Concepts And Assessing Sustainability Aspect of Financial Texts EMNLP 2022 Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive Translation ACL 2022 Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model NeurIPS 2022 ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery AAAI 2022 RelCLIP: Adapting Language-Image Pretraining for Visual Relationship Detection via Relational Contrastive Learning EMNLP 2022 Replacing Labeled Real-Image Datasets With Auto-Generated Contours CVPR 2022 Rep-Net: Efficient On-Device Learning via Feature Reprogramming CVPR 2022