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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Combining Denoising Autoencoders with Contrastive Learning to fine-tune Transformer Models EMNLP 2023
MUX-PLMs: Data Multiplexing for High-throughput Language Models EMNLP 2023
Learning 3D Representations From 2D Pre-Trained Models via Image-to-Point Masked Autoencoders CVPR 2023
Where to start? Analyzing the potential value of intermediate models EMNLP 2023
Co2PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning EMNLP 2023
Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023
Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow CVPR 2023
A Parallel Corpus for Vietnamese Central-Northern Dialect Text Transfer EMNLP 2023
Schema-adaptable Knowledge Graph Construction EMNLP 2023
Extrapolating Multilingual Understanding Models as Multilingual Generators EMNLP 2023
Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic Segmentation CVPR 2023
WeatherStream: Light Transport Automation of Single Image Deweathering CVPR 2023
Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment EMNLP 2023
ReDASPersuasion at ArAIEval Shared Task: Multilingual and Monolingual Models For Arabic Persuasion Detection EMNLP 2023
Open-Category Human-Object Interaction Pre-Training via Language Modeling Framework CVPR 2023
HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling CVPR 2023
Multilingual Lottery Tickets to Pretrain Language Models EMNLP 2023
Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation ACL 2022
Modeling Dual Read/Write Paths for Simultaneous Machine Translation ACL 2022
What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors CVPR 2022
Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive Translation ACL 2022
Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages ACL 2022
Rep-Net: Efficient On-Device Learning via Feature Reprogramming CVPR 2022
OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages ACL 2022
Exploring and Adapting Chinese GPT to Pinyin Input Method ACL 2022