transfer learning

Extractive Knowledge Distillation WACV 2022 Federated Learning from Pre-Trained Models: A Contrastive Learning Approach NeurIPS 2022 FETA: Towards Specializing Foundational Models for Expert Task Applications NeurIPS 2022 Few-Shot Adaptation of Pre-Trained Networks for Domain Shift IJCAI 2022 Few Shot Cross-Lingual TTS Using Transferable Phoneme Embedding Interspeech 2022 Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment CVPR 2022 Few-shot Image Generation via Adaptation-Aware Kernel Modulation NeurIPS 2022 Few-shot initializing of Active Learner via Meta-Learning EMNLP 2022 Few-Shot Keypoint Detection With Uncertainty Learning for Unseen Species CVPR 2022 Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records MLHC 2022 Few-shot Named Entity Recognition with Self-describing Networks ACL 2022 Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup EMNLP 2022 Few-Shot Pidgin Text Adaptation via Contrastive Fine-Tuning COLING 2022 Finding Skill Neurons in Pre-trained Transformer-based Language Models EMNLP 2022 Finer-grained Modeling units-based Meta-Learning for Low-resource Tibetan Speech Recognition Interspeech 2022 Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution ICLR 2022 Fine-Tuning Graph Neural Networks via Graph Topology Induced Optimal Transport IJCAI 2022 Fine-tuning pre-trained models for Automatic Speech Recognition, experiments on a fieldwork corpus of Japhug (Trans-Himalayan family) ACL 2022 FinSim4-ESG Shared Task: Learning Semantic Similarities for the Financial Domain. Extended edition to ESG insights EMNLP 2022 FLAVA: A Foundational Language and Vision Alignment Model CVPR 2022 Food for Thought: How can we exploit contextual embeddings in the translation of idiomatic expressions? EMNLP 2022 Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning EMNLP 2022 Formalizing Consistency and Coherence of Representation Learning NeurIPS 2022 FPT: Improving Prompt Tuning Efficiency via Progressive Training EMNLP 2022 Free speech or Free Hate Speech? Analyzing the Proliferation of Hate Speech in Parler NAACL 2022