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transfer learning

5449 papers

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TL

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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

Learning Large Graph Property Prediction via Graph Segment Training NIPS 2023
Model Spider: Learning to Rank Pre-Trained Models Efficiently NIPS 2023
TAVT: Towards Transferable Audio-Visual Text Generation ACL 2023
A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression NIPS 2023
On the Robustness of Arabic Speech Dialect Identification INTERSPEECH 2023
VPGTrans: Transfer Visual Prompt Generator across LLMs NIPS 2023
Speech Taskonomy: Which Speech Tasks are the most Predictive of fMRI Brain Activity? INTERSPEECH 2023
MMD-B-Fair: Learning Fair Representations with Statistical Testing AISTATS 2023
Thai Dialect Corpus and Transfer-based Curriculum Learning Investigation for Dialect Automatic Speech Recognition INTERSPEECH 2023
Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing "Spurious" Correlations NIPS 2023
Emotion Prompting for Speech Emotion Recognition INTERSPEECH 2023
Transfer Learning from Pre-trained Language Models Improves End-to-End Speech Summarization INTERSPEECH 2023
Image-Text Pre-Training for Logo Recognition WACV 2023
MixVPR: Feature Mixing for Visual Place Recognition WACV 2023
How To Practice VQA on a Resource-Limited Target Domain WACV 2023
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data NIPS 2023
Towards Online Domain Adaptive Object Detection WACV 2023
Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors WACV 2023
Towards Paralinguistic-Only Speech Representations for End-to-End Speech Emotion Recognition INTERSPEECH 2023
kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation ACL 2023
Whisper Encoder features for Infant Cry Classification INTERSPEECH 2023
Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking ACL 2023
Investigating Pre-trained Audio Encoders in the Low-Resource Condition INTERSPEECH 2023
Discovering Salient Neurons in deep NLP models JMLR 2023
Gait Recognition Using 3-D Human Body Shape Inference WACV 2023