Transfer Learning

RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL EMNLP 2022 Readability Controllable Biomedical Document Summarization EMNLP 2022 Real-Valued Backpropagation is Unsuitable for Complex-Valued Neural Networks NeurIPS 2022 Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress NeurIPS 2022 Rep-Net: Efficient On-Device Learning via Feature Reprogramming CVPR 2022 Representation Learning for Resource-Constrained Keyphrase Generation EMNLP 2022 Residual Language Model for End-to-end Speech Recognition Interspeech 2022 Residual Learning of Neural Text Generation with n-gram Language Model EMNLP 2022 Respecting Transfer Gap in Knowledge Distillation NeurIPS 2022 Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning CVPR 2022 RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder EMNLP 2022 Reusing a Multi-lingual Setup to Bootstrap a Grammar Checker for a Very Low Resource Language without Data ACL 2022 Revisiting Learnable Affines for Batch Norm in Few-Shot Transfer Learning CVPR 2022 Revisiting Syllables in Language Modelling and Their Application on Low-Resource Machine Translation COLING 2022 Revisiting the Effects of Leakage on Dependency Parsing ACL 2022 Revisiting Weakly Supervised Pre-Training of Visual Perception Models CVPR 2022 Reweighting Strategy Based on Synthetic Data Identification for Sentence Similarity COLING 2022 Robust Fine-Tuning of Deep Neural Networks with Hessian-based Generalization Guarantees ICML 2022 Robust Fine-Tuning of Zero-Shot Models CVPR 2022 RSGT: Relational Structure Guided Temporal Relation Extraction COLING 2022 SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues ACL 2022 Scaling Multimodal Pre-Training via Cross-Modality Gradient Harmonization NeurIPS 2022 Scheduled Multi-task Learning for Neural Chat Translation ACL 2022 Schema Encoding for Transferable Dialogue State Tracking COLING 2022 Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks CVPR 2022