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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling CVPR 2023
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages INTERSPEECH 2023
On-the-Fly Feature Based Rapid Speaker Adaptation for Dysarthric and Elderly Speech Recognition INTERSPEECH 2023
DistilXLSR: A Light Weight Cross-Lingual Speech Representation Model INTERSPEECH 2023
BERTie Bott’s Every Flavor Labels: A Tasty Introduction to Semantic Role Labeling for Galician EMNLP 2023
Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data INTERSPEECH 2023
Pretrained Language Models v. Court Ruling Predictions: A Case Study on a Small Dataset of French Court of Appeal Rulings EMNLP 2023
Transferring Legal Natural Language Inference Model from a US State to Another: What Makes It So Hard? EMNLP 2023
On Pre-Training for Visuo-Motor Control: Revisiting a Learning-from-Scratch Baseline ICML 2023
SJTU-MTLAB’s Submission to the WMT23 Word-Level Auto Completion Task EMNLP 2023
HausaNLP at SemEval-2023 Task 10: Transfer Learning, Synthetic Data and Side-information for Multi-level Sexism Classification ACL 2023
Machine Translation Advancements for Low-Resource Indian Languages in WMT23: CFILT-IITB’s Effort for Bridging the Gap EMNLP 2023
ChiPFormer: Transferable Chip Placement via Offline Decision Transformer ICML 2023
LanSER: Language-Model Supported Speech Emotion Recognition INTERSPEECH 2023
Fine-tuning Audio Spectrogram Transformer with Task-aware Adapters for Sound Event Detection INTERSPEECH 2023
Knowledge Combination To Learn Rotated Detection Without Rotated Annotation CVPR 2023
Adapting Multi-Lingual ASR Models for Handling Multiple Talkers INTERSPEECH 2023
Fine-tuned RoBERTa Model with a CNN-LSTM Network for Conversational Emotion Recognition INTERSPEECH 2023
Towards Universal Fake Image Detectors That Generalize Across Generative Models CVPR 2023
Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery CVPR 2023
Learning Conditional Attributes for Compositional Zero-Shot Learning CVPR 2023
ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning AAAI 2023
TOPLight: Lightweight Neural Networks With Task-Oriented Pretraining for Visible-Infrared Recognition CVPR 2023
AIO-P: Expanding Neural Performance Predictors beyond Image Classification AAAI 2023
Deep Frequency Filtering for Domain Generalization CVPR 2023