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Transfer Learning

151 directly classified papers

Papers per year

Papers

Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning EMNLP 2024
Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts EMNLP 2024
DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations AAAI 2024
DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with Entities EMNLP 2024
Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? EMNLP 2024
VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding AAAI 2024
Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark NIPS 2024
Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models NIPS 2024
ASL STEM Wiki: Dataset and Benchmark for Interpreting STEM Articles EMNLP 2024
PhAST: Physics-Aware, Scalable, and Task-Specific GNNs for Accelerated Catalyst Design JMLR 2024
MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning AAAI 2024
Nuclear Fusion Diamond Polishing Dataset NIPS 2024
On the Benefits of Public Representations for Private Transfer Learning under Distribution Shift NIPS 2024
Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives AAAI 2024
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization NIPS 2024
Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval NIPS 2024
Federated Graph Learning for Cross-Domain Recommendation NIPS 2024
WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking NIPS 2024
Learning Pronunciation from Other Accents via Pronunciation Knowledge Transfer INTERSPEECH 2024
Major Entity Identification: A Generalizable Alternative to Coreference Resolution EMNLP 2024
WikiDBs: A Large-Scale Corpus Of Relational Databases From Wikidata NIPS 2024
Domain Adaptive 3D Shape Retrieval From Monocular Images WACV 2024
Multi-Task Learning Improves Performance in Deep Argument Mining Models ACL 2024
MaCmS: Magahi Code-mixed Dataset for Sentiment Analysis COLING 2024
Transfer Learning Using Inaccurate Physics Rule for Streamflow Prediction IJCAI 2024