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Transfer Learning

510 directly classified papers

Papers per year

Papers

MACP: Efficient Model Adaptation for Cooperative Perception WACV 2024
FG-Net: Facial Action Unit Detection With Generalizable Pyramidal Features WACV 2024
BMX: Boosting Natural Language Generation Metrics with Explainability EACL 2024
FOUND: Foot Optimization With Uncertain Normals for Surface Deformation Using Synthetic Data WACV 2024
Domain Aligned CLIP for Few-Shot Classification WACV 2024
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing EACL 2024
Exploring Intrinsic Language-specific Subspaces in Fine-tuning Multilingual Neural Machine Translation EMNLP 2024
MAIR: A Massive Benchmark for Evaluating Instructed Retrieval EMNLP 2024
PRISM: A New Lens for Improved Color Understanding EMNLP 2024
Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization EMNLP 2024
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting EMNLP 2024
TEMA: Token Embeddings Mapping for Enriching Low-Resource Language Models EMNLP 2024
Enhancing Legal Violation Identification with LLMs and Deep Learning Techniques: Achievements in the LegalLens 2024 Competition EMNLP 2024
Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning AAAI 2024
On the Generalization Ability of Unsupervised Pretraining AISTATS 2024
Dual-Pipeline with Low-Rank Adaptation for New Language Integration in Multilingual ASR INTERSPEECH 2024
Accurate Spatial Gene Expression Prediction by Integrating Multi-Resolution Features CVPR 2024
Leveraging pre-trained language models for linguistic analysis: A case of argument structure constructions EMNLP 2024
Enhancing Self-Attention via Knowledge Fusion: Deriving Sentiment Lexical Attention from Semantic-Polarity Scores NAACL 2024
CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data Partitions EMNLP 2024
Cross-Task Defense: Instruction-Tuning LLMs for Content Safety NAACL 2024
TL-CL: Task And Language Incremental Continual Learning EMNLP 2024
SRIB-NMT’s Submission to the Indic MT Shared Task in WMT 2024 EMNLP 2024
Revisiting Supervised Contrastive Learning for Microblog Classification EMNLP 2024
Semiparametric Token-Sequence Co-Supervision ACL 2024