parameter|efficient cross|language transfer learning

Parameter-efficient cross-language transfer learning for a language ...

Parameter-efficient cross-language transfer learning for a language-modular audiovisual speech recognition. By Zhengyang Li, Thomas Graave, Jing Liu, Timo ...

Parameter-Efficient Cross-Language Transfer Learning for a ...

Parameter-Efficient Cross-Language Transfer Learning for a Language-Modular Audiovisual Speech Recognition. Abstract: In audiovisual speech recognition (AV-ASR) ...

Parameter-Efficient Cross-lingual Transfer of Vision and Language ...

We propose a new parameter-efficient cross-lingual transfer learning framework that utilizes a translation-based alignment method to mitigate multilingual ...

Parameter-Efficient Cross-lingual Transfer of Vision and Language ...

Therefore, we propose a new parameter-efficient cross-lingual transfer learning framework that utilizes a translation-based alignment method to mitigate ...

Cross-Modal Adapter: Parameter-Efficient Transfer Learning ... - arXiv

Adapter-based parameter-efficient transfer learning has achieved exciting results in vision-language models. Traditional adapter methods often ...

parameter-efficient cross-language transfer learning

In this work, we show how to apply adapters for cross- language transfer learning in AV-ASR, which requires only a small amount of extra parameters instead of ...

Parameter-Efficient Cross-lingual Transfer of Vision and Language ...

This work proposes a new parameter-efficient cross-lingual transfer learning framework that utilizes a translation-based alignment method to mitigate ...

UniAdapter: Unified Parameter-Efficient Transfer Learning for Cross ...

This paper proposes UniAdapter, which unifies unimodal and multimodal adapters for parameter-efficient cross-modal adaptation on pre-trained vision-language ...

Parameter-Efficient Transfer Learning for NLP

Cross- language knowledge transfer using multilingual deep neu- ral network with shared hidden layers. In ICASSP, 2013. Huh, M., Agrawal, P., and Efros ...

Parameter and Computation Efficient Transfer Learning for Vision ...

Additionally, CLIP [52] applies cross-modal contrastive learning for vision-language alignment with a shallow fusion layer for prediction. Overall, these VLP ...

jianghaojun/Awesome-Parameter-Efficient-Transfer-Learning - GitHub

Highlight: Enrich the meaning of an action class by querying the large-scale language model to give a detailed action description. Troika: Multi-Path Cross- ...

Token Mixing: Parameter-Efficient Transfer Learning from Image ...

We propose a token mixing strategy to enable cross-frame interactions, which enables transferring from the pre-trained image-language model to video-language ...

Parameter-Efficient Transfer Learning for End-to-end Speech ...

We add the prefix for Cross-Attention and the parallel adapter for FFN in Decoder. to the text y = (y1,...,y|y|) in another language. ST corpus ...

Parameter-Efficient Transfer Learning for Audio-Visual-Language ...

This paper introduces a novel Long Short-Term Trimodal Adapter (LSTTA) approach for video understanding tasks involving audio, visual, and language modalities.

Conditional Adapters: Parameter-efficient Transfer Learning with...

Across a variety of language, vision, and speech tasks, CoDA achieves a 2x to 8x inference speed-up compared to the state-of-the-art Adapter approaches with ...

synbol/Awesome-Parameter-Efficient-Transfer-Learning - GitHub

[16] Parameter Efficient Fine-tuning via Cross Block Orchestration for Segment Anything Model, Arxiv 2023. Zelin Peng, Zhengqin Xu, Zhilin Zeng, Lingxi Xie, Qi ...

Parameter-Efficient Transfer Learning for NLP

Parameter-Efficient Transfer Learning for NLPNeil Houlsby, Andrei Giurgiu, Stanislaw Jastrzebski, Bruna Morrone, Quentin De Laroussilhe,&...

Cross-Lingual Transfer with Language-Specific Subnetworks for ...

Large multilingual language models typically share their parameters across all languages, which enables cross-lingual task transfer, but learning can also ...

Has anybody actually completed a Language Transfer course? Like ...

I'm wanting to learn Spanish, by the way. Archived post. New comments cannot be posted ...

[PDF] Efficient Language Model Training through Cross-Lingual and ...

A cross-lingual and progressive transfer learning approach that transfers models from a source language, for which pretrained models are publicly available, ...