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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

FaLA: Fast Linear Adaptation for Replacing Backbone Models on Edge Devices EMNLP 2023
The Effects of Input Type and Pronunciation Dictionary Usage in Transfer Learning for Low-Resource Text-to-Speech INTERSPEECH 2023
Partial Network Cloning CVPR 2023
HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption ICML 2023
MyoDex: A Generalizable Prior for Dexterous Manipulation ICML 2023
Knowledge Combination To Learn Rotated Detection Without Rotated Annotation CVPR 2023
Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts AAAI 2023
Exploiting Multiple Abstractions in Episodic RL via Reward Shaping AAAI 2023
Towards Universal Fake Image Detectors That Generalize Across Generative Models CVPR 2023
Fake It Till You Make It: Learning Transferable Representations From Synthetic ImageNet Clones CVPR 2023
Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery CVPR 2023
Visual Query Tuning: Towards Effective Usage of Intermediate Representations for Parameter and Memory Efficient Transfer Learning CVPR 2023
MuMIC – Multimodal Embedding for Multi-Label Image Classification with Tempered Sigmoid AAAI 2023
Pengi: An Audio Language Model for Audio Tasks NIPS 2023
KingsmanTrio at SemEval-2023 Task 10: Analyzing the Effectiveness of Transfer Learning Models for Explainable Online Sexism Detection SEMEVAL 2023
Train Global, Tailor Local: Minimalist Multilingual Translation into Endangered Languages EACL 2023
Learning 3D Representations From 2D Pre-Trained Models via Image-to-Point Masked Autoencoders CVPR 2023
IOL Research’s Submission for WMT 2023 Quality Estimation Shared Task EMNLP 2023
On the Sample Complexity of Representation Learning in Multi-Task Bandits with Global and Local Structure AAAI 2023
Code-Aware Cross-Program Transfer Hyperparameter Optimization AAAI 2023
Alignment-Enriched Tuning for Patch-Level Pre-trained Document Image Models AAAI 2023
IXA at SemEval-2023 Task 2: Baseline Xlm-Roberta-base Approach SEMEVAL 2023
Photo Pre-Training, but for Sketch CVPR 2023
Correlational Image Modeling for Self-Supervised Visual Pre-Training CVPR 2023
SurreyAI 2023 Submission for the Quality Estimation Shared Task EMNLP 2023