2024 "vision-language tasks" Papers

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Cycle-Consistency Learning for Captioning and Grounding

Ning Wang, Jiajun Deng, Mingbo Jia

AAAI 2024paperarXiv:2312.15162

Differentially Private Representation Learning via Image Captioning

Tom Sander, Yaodong Yu, Maziar Sanjabi et al.

ICML 2024poster

FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning

Haokun Chen, Yao Zhang, Denis Krompass et al.

AAAI 2024paperarXiv:2308.12305

Introducing Routing Functions to Vision-Language Parameter-Efficient Fine-Tuning with Low-Rank Bottlenecks

Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens

ECCV 2024posterarXiv:2403.09377

SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models

Dongyang Liu, Renrui Zhang, Longtian Qiu et al.

ICML 2024poster

VIGC: Visual Instruction Generation and Correction

Théo Delemazure, Jérôme Lang, Grzegorz Pierczyński

AAAI 2024paperarXiv:2308.12714