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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

Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery AAAI 2024
Fine-Tuning Graph Neural Networks by Preserving Graph Generative Patterns AAAI 2024
LomonosovMSU at SemEval-2024 Task 4: Comparing LLMs and embedder models to identifying propaganda techniques in the content of memes in English for subtasks No1, No2a, and No2b SEMEVAL 2024
Analyzing the Domain Shift Immunity of Deep Homography Estimation WACV 2024
ManWav: The First Manchu ASR Model ACL 2024
Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders WACV 2024
Harnessing Large Language Models as Post-hoc Correctors ACL 2024
D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment WACV 2024
Knowledge Fusion By Evolving Weights of Language Models ACL 2024
Letting 3D Guide the Way: 3D Guided 2D Few-Shot Image Classification WACV 2024
Universal Test-Time Adaptation Through Weight Ensembling, Diversity Weighting, and Prior Correction WACV 2024
Deep Visual-Genetic Biometrics for Taxonomic Classification of Rare Species WACV 2024
Universal Semi-Supervised Model Adaptation via Collaborative Consistency Training WACV 2024
SimpliMix: A Simplified Manifold Mixup for Few-Shot Point Cloud Classification WACV 2024
MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning WACV 2024
Empowering Unsupervised Domain Adaptation With Large-Scale Pre-Trained Vision-Language Models WACV 2024
Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation WACV 2024
Designing a Hybrid Neural System To Learn Real-World Crack Segmentation From Fractal-Based Simulation WACV 2024
PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs ACL 2024
Domain Aligned CLIP for Few-Shot Classification WACV 2024
HaGRID -- HAnd Gesture Recognition Image Dataset WACV 2024
PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning ACL 2024
Asymmetric Mutual Alignment for Unsupervised Zero-Shot Sketch-Based Image Retrieval AAAI 2024
Leveraging Normalization Layer in Adapters with Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning AAAI 2024
Preparing Lessons for Progressive Training on Language Models AAAI 2024