Transfer Learning

To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning NeurIPS 2023 Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks EMNLP 2023 Toward Job Recommendation for All IJCAI 2023 Towards Accelerated Model Training via Bayesian Data Selection NeurIPS 2023 Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review ACL 2023 Towards Alleviating the Object Bias in Prompt Tuning-based Factual Knowledge Extraction ACL 2023 Towards Automatic Grammatical Error Type Classification for Turkish EACL 2023 Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors WACV 2023 Towards Example-Based NMT with Multi-Levenshtein Transformers EMNLP 2023 Towards Foundation Models for Scientific Machine Learning: Characterizing Scaling and Transfer Behavior NeurIPS 2023 Towards General Single-Utensil Food Acquisition with Human-Informed Actions CoRL 2023 Towards Geospatial Foundation Models via Continual Pretraining ICCV 2023 Towards Inadequately Pre-trained Models in Transfer Learning ICCV 2023 Towards Interpretable Video Anomaly Detection WACV 2023 Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models EMNLP 2023 Towards Low-resource Language Generation with Limited Supervision EMNLP 2023 Towards Multi-task Learning of Speech and Speaker Recognition Interspeech 2023 Towards Online Domain Adaptive Object Detection WACV 2023 Towards Paralinguistic-Only Speech Representations for End-to-End Speech Emotion Recognition Interspeech 2023 Towards Robust Family-Infant Audio Analysis Based on Unsupervised Pretraining of Wav2vec 2.0 on Large-Scale Unlabeled Family Audio Interspeech 2023 Towards Scalable and Robust Structured Bandits: A Meta-Learning Framework AISTATS 2023 Towards Spontaneous Style Modeling with Semi-supervised Pre-training for Conversational Text-to-Speech Synthesis Interspeech 2023 Toward Stable, Interpretable, and Lightweight Hyperspectral Super-Resolution CVPR 2023 Towards Universal LiDAR-Based 3D Object Detection by Multi-Domain Knowledge Transfer ICCV 2023 Trainable Projected Gradient Method for Robust Fine-Tuning CVPR 2023