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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

Efficient Stitchable Task Adaptation CVPR 2024
Domain Aligned CLIP for Few-Shot Classification WACV 2024
Cross-transfer Knowledge between Speech and Text Encoders to Evaluate Customer Satisfaction INTERSPEECH 2024
OmniVec2 - A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning CVPR 2024
Empowering Unsupervised Domain Adaptation With Large-Scale Pre-Trained Vision-Language Models WACV 2024
Custom wake word detection INTERSPEECH 2024
Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract) AAAI 2024
Leveraging Task-Specific Pre-Training To Reason Across Images and Videos WACV 2024
Zero-Shot Video Moment Retrieval From Frozen Vision-Language Models WACV 2024
RGB-X Object Detection via Scene-Specific Fusion Modules WACV 2024
Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning EMNLP 2024
MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning WACV 2024
FakeSound: Deepfake General Audio Detection INTERSPEECH 2024
Transfer Learning for Russian Legal Text Simplification COLING 2024
Large Language Models Can Learn Temporal Reasoning ACL 2024
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning AAAI 2024
AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System AAAI 2024
Robust Fine-tuning of Zero-shot Models via Variance Reduction NIPS 2024
Referee-Meta-Learning for Fast Adaptation of Locational Fairness AAAI 2024
SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation CVPR 2024
An Interpretable Approach to the Solutions of High-Dimensional Partial Differential Equations AAAI 2024
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings COLING 2024
Automatic Animacy Classification for Romanian Nouns COLING 2024
Enhancing Low-Resource Relation Representations through Multi-View Decoupling AAAI 2024
Multi-Label Supervised Contrastive Learning AAAI 2024