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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Debiasing Large Language Models with Structured Knowledge ACL 2024
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale ACL 2024
An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain AAAI 2024
Knowledge Acquisition through Continued Pretraining is Difficult: A Case Study on r/AskHistorians ACL 2024
Bridging the Gap: Transfer Learning from English PLMs to Malaysian English ACL 2024
STYLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-Based Domain Generalization WACV 2024
Transfer CLIP for Generalizable Image Denoising CVPR 2024
Towards Learning Group-Equivariant Features for Domain Adaptive 3D Detection NIPS 2024
Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness ACL 2024
LM-Cocktail: Resilient Tuning of Language Models via Model Merging ACL 2024
COMMA: Co-articulated Multi-Modal Learning AAAI 2024
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better NIPS 2024
MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks NIPS 2024
Harnessing Edge Information for Improved Robustness in Vision Transformers AAAI 2024
Distribution Matching for Multi-Task Learning of Classification Tasks: A Large-Scale Study on Faces & Beyond AAAI 2024
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation NIPS 2024
Dictionary-Aided Translation for Handling Multi-Word Expressions in Low-Resource Languages ACL 2024
Segment and Caption Anything CVPR 2024
Understanding the Role of the Projector in Knowledge Distillation AAAI 2024
Designing a Hybrid Neural System To Learn Real-World Crack Segmentation From Fractal-Based Simulation WACV 2024
Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models AAAI 2024
Learning to Learn Better Visual Prompts AAAI 2024
Divide and Conquer: Hybrid Pre-training for Person Search AAAI 2024
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets EACL 2024
A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives CVPR 2024