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Artificial Intelligence
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Learning Paradigms
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Transfer Learning
8,078 papers
Papers per year
2002: 2
2003: 1
2005: 3
2006: 5
2007: 12
2008: 7
2009: 7
2010: 16
2011: 15
2012: 13
2013: 35
2014: 32
2015: 40
2016: 72
2017: 149
2018: 341
2019: 619
2020: 711
2021: 992
2022: 980
2023: 1182
2024: 1282
2025: 1254
2026: 308
Papers
Machine Translation Advancements of Low-Resource Indian Languages by Transfer Learning
EMNLP 2024
NLIP_Lab-IITH Low-Resource MT System for WMT24 Indic MT Shared Task
EMNLP 2024
Samsung R&D Institute Philippines @ WMT 2024 Low-resource Languages of Spain Shared Task
EMNLP 2024
On Instruction-Finetuning Neural Machine Translation Models
EMNLP 2024
AdaMerging: Adaptive Model Merging for Multi-Task Learning
ICLR 2024
EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs
ICML 2024
Rethinking Correlation Learning via Label Prior for Open Set Domain Adaptation
IJCAI 2024
Label-efficient Semantic Scene Completion with Scribble Annotations
IJCAI 2024
KTCN: Enhancing Open-World Object Detection with Knowledge Transfer and Class-Awareness Neutralization
IJCAI 2024
3D Vision and Language Pretraining with Large-Scale Synthetic Data
IJCAI 2024
Unified Unsupervised Salient Object Detection via Knowledge Transfer
IJCAI 2024
Towards Dynamic-Prompting Collaboration for Source-Free Domain Adaptation
IJCAI 2024
Using Large Language Models to Improve Query-based Constraint Acquisition
IJCAI 2024
Pre-DyGAE: Pre-training Enhanced Dynamic Graph Autoencoder for Occupational Skill Demand Forecasting
IJCAI 2024
DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives
IJCAI 2024
Zero-shot Learning for Preclinical Drug Screening
IJCAI 2024
Enhancing Dual-Target Cross-Domain Recommendation with Federated Privacy-Preserving Learning
IJCAI 2024
Fine-tuning Pre-trained Models for Robustness under Noisy Labels
IJCAI 2024
HypBO: Accelerating Black-Box Scientific Experiments Using Experts’ Hypotheses
IJCAI 2024
Core-Structures-Guided Multi-Modal Classification Neural Architecture Search
IJCAI 2024
Temporal Domain Generalization via Learning Instance-level Evolving Patterns
IJCAI 2024
Alleviating Imbalanced Pseudo-label Distribution: Self-Supervised Multi-Source Domain Adaptation with Label-specific Confidence
IJCAI 2024
Reconfigurability-Aware Selection for Contrastive Active Domain Adaptation
IJCAI 2024
Large Language Model as a Policy Teacher for Training Reinforcement Learning Agents
IJCAI 2024
ATTA: Adaptive Test-Time Adaptation for Multi-Modal Sleep Stage Classification
IJCAI 2024
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