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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

Measuring Task Similarity and Its Implication in Fine-Tuning Graph Neural Networks AAAI 2024
Your Transferability Barrier is Fragile: Free-Lunch for Transferring the Non-Transferable Learning CVPR 2024
Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages ACL 2024
Few-Shot Learning via Repurposing Ensemble of Black-Box Models AAAI 2024
Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery AAAI 2024
Rethinking Prior Information Generation with CLIP for Few-Shot Segmentation CVPR 2024
Fine-Tuning Graph Neural Networks by Preserving Graph Generative Patterns AAAI 2024
TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning AAAI 2024
HOP to the Next Tasks and Domains for Continual Learning in NLP AAAI 2024
Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning AAAI 2024
Pushing the Limit of Fine-Tuning for Few-Shot Learning: Where Feature Reusing Meets Cross-Scale Attention AAAI 2024
Detection and Positive Reconstruction of Cognitive Distortion Sentences: Mandarin Dataset and Evaluation ACL 2024
Open-Set Graph Domain Adaptation via Separate Domain Alignment AAAI 2024
DTL: Disentangled Transfer Learning for Visual Recognition AAAI 2024
Structural Information Guided Multimodal Pre-training for Vehicle-Centric Perception AAAI 2024
MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning ACL 2024
TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding CVPR 2024
Emergent Communication for Numerical Concepts Generalization AAAI 2024
Towards Making Learnware Specification and Market Evolvable AAAI 2024
SwitchTab: Switched Autoencoders Are Effective Tabular Learners AAAI 2024
Concept-Guided Prompt Learning for Generalization in Vision-Language Models AAAI 2024
An Empirical Study of CLIP for Text-Based Person Search AAAI 2024
Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives AAAI 2024
Leveraging Task-Specific Pre-Training To Reason Across Images and Videos WACV 2024
Domain-Controlled Prompt Learning AAAI 2024