Expedited Training of Visual Conditioned Language Generation via
Redundancy Reduction

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Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction

5 October 2023

Soroush Vosoughi

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Papers citing "Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction"

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Title
GuiLoMo: Allocating Expert Number and Rank for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors Hengyuan Zhang Xinrong Chen Yingmin Qiu Xiao Liang Ziyue Li ... Weiping Li Tong Mo Wenyue Li Hayden Kwok-Hay So Ngai Wong MoE ALM 30 0 0 17 Jun 2025
Overcoming Multi-step Complexity in Multimodal Theory-of-Mind Reasoning: A Scalable Bayesian Planner Chunhui Zhang Z. Ouyang Kwonjoon Lee Nakul Agarwal Sean Dae Houlihan Soroush Vosoughi Shao-Yuan Lo LRM 68 0 0 02 Jun 2025
Learning Sparsity for Effective and Efficient Music Performance Question Answering Xingjian Diao Tianzhen Yang Chunhui Zhang Weiyi Wu Ming Cheng Jiang Gui 70 1 0 02 Jun 2025
Growing Through Experience: Scaling Episodic Grounding in Language Models Chunhui Zhang Sirui Wang Z. Ouyang Xiangchi Yuan Soroush Vosoughi CLL 70 1 0 02 Jun 2025
Pretrained Image-Text Models are Secretly Video Captioners Chunhui Zhang Yiren Jian Z. Ouyang Soroush Vosoughi VLM 142 8 0 20 Feb 2025
AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality Peijun Qing Chongyang Gao Yefan Zhou Xingjian Diao Yaoqing Yang Soroush Vosoughi MoMe MoE 104 10 0 14 Oct 2024
Mitigating Hallucination in Visual-Language Models via Re-Balancing Contrastive Decoding Xiaoyu Liang Jiayuan Yu Lianrui Mu Jiedong Zhuang Jiaqi Hu Yuchen Yang Jiangnan Ye Lu Lu Jian Chen Haoji Hu VLM 68 3 0 10 Sep 2024
Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts Zhaoxuan Tan Zheyuan Liu Meng Jiang 97 31 0 15 Jun 2024
Bootstrapping Vision-Language Learning with Decoupled Language Pre-training Yiren Jian Chongyang Gao Soroush Vosoughi VLM MLLM 98 31 0 13 Jul 2023
Valley: Video Assistant with Large Language model Enhanced abilitY Ruipu Luo Ziwang Zhao Min Yang Junwei Dong Da Li Pengcheng Lu Tao Wang Linmei Hu Ming-Hui Qiu MLLM 137 209 0 12 Jun 2023