Transfer Learning

Federated Class-Incremental Learning CVPR 2022 Federated Learning from Pre-Trained Models: A Contrastive Learning Approach NeurIPS 2022 FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting ICML 2022 FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in Videos CVPR 2022 FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue EMNLP 2022 FETA: Towards Specializing Foundational Models for Expert Task Applications NeurIPS 2022 Few-Shot Cross-Lingual Learning for Event Detection EMNLP 2022 Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-training AAAI 2022 Few Shot Cross-Lingual TTS Using Transferable Phoneme Embedding Interspeech 2022 Few-Shot Incremental Learning for Label-to-Image Translation CVPR 2022 Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records MLHC 2022 Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup EMNLP 2022 Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning NeurIPS 2022 Few-shot Table-to-text Generation with Prefix-Controlled Generator COLING 2022 Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space ICLR 2022 Findings of the Shared Task on Multi-task Learning in Dravidian Languages ACL 2022 Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge AISTATS 2022 Fine-grained Image Captioning with CLIP Reward NAACL 2022 Finer-grained Modeling units-based Meta-Learning for Low-resource Tibetan Speech Recognition Interspeech 2022 Finetuning Latin BERT for Word Sense Disambiguation on the Thesaurus Linguae Latinae AACL 2022 FinSim4-ESG Shared Task: Learning Semantic Similarities for the Financial Domain. Extended edition to ESG insights EMNLP 2022 Focus-Driven Contrastive Learning for Medical Question Summarization COLING 2022 Formalizing Consistency and Coherence of Representation Learning NeurIPS 2022 Forward Compatible Training for Large-Scale Embedding Retrieval Systems CVPR 2022 FPT: Improving Prompt Tuning Efficiency via Progressive Training EMNLP 2022