Composing Ensembles of Pre-trained Models via Iterative Consensus

20 October 2022

Shuang Li

Antonio Torralba

Papers citing "Composing Ensembles of Pre-trained Models via Iterative Consensus"

21 / 21 papers shown

Title
Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers Shalev Lifshitz Sheila A. McIlraith Yilun Du LRM 41 4 0 27 Feb 2025
Scalable Language Models with Posterior Inference of Latent Thought Vectors Deqian Kong Minglu Zhao Dehong Xu Bo Pang Shu Wang ... Zhangzhang Si Chuan Li Jianwen Xie Sirui Xie Ying Nian Wu VLM LRM BDL 73 5 0 03 Feb 2025
Attention Prompting on Image for Large Vision-Language Models Runpeng Yu Weihao Yu Xinchao Wang VLM 28 5 0 25 Sep 2024
Adversaries Can Misuse Combinations of Safe Models Erik Jones Anca Dragan Jacob Steinhardt 40 6 0 20 Jun 2024
Multi-LoRA Composition for Image Generation Ming Zhong Yelong Shen Shuohang Wang Yadong Lu Yizhu Jiao Siru Ouyang Donghan Yu Jiawei Han Weizhu Chen MoMe 32 37 0 26 Feb 2024
Compositional Generative Modeling: A Single Model is Not All You Need Yilun Du L. Kaelbling PINN GAN 44 19 0 02 Feb 2024
Reflected Schrödinger Bridge for Constrained Generative Modeling Wei Deng Yu Chen Nicole Tianjiao Yang Hengrong Du Qi Feng Ricky T. Q. Chen 21 7 0 06 Jan 2024
Sentiment Analysis through LLM Negotiations Xiaofei Sun Xiaoya Li Shengyu Zhang Shuhe Wang Fei Wu Jiwei Li Tianwei Zhang Guoyin Wang 19 3 0 03 Nov 2023
Large Language Models are Visual Reasoning Coordinators Liangyu Chen Bo Li Sheng Shen Jingkang Yang Chunyuan Li Kurt Keutzer Trevor Darrell Ziwei Liu VLM LRM 20 46 0 23 Oct 2023
ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs Justin Chih-Yao Chen Swarnadeep Saha Mohit Bansal LLMAG LRM 27 111 0 22 Sep 2023
Language Models as Black-Box Optimizers for Vision-Language Models Shihong Liu Zhiqiu Lin Samuel Yu Ryan Lee Tiffany Ling Deepak Pathak Deva Ramanan VLM 22 28 0 12 Sep 2023
Meta-Personalizing Vision-Language Models to Find Named Instances in Video Chun-Hsiao Yeh Bryan C. Russell Josef Sivic Fabian Caba Heilbron Simon Jenni VLM MLLM 31 9 0 16 Jun 2023
Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models Nan Liu Yilun Du Shuang Li J. Tenenbaum Antonio Torralba DiffM CoGe 6 24 0 08 Jun 2023
Improving Factuality and Reasoning in Language Models through Multiagent Debate Yilun Du Shuang Li Antonio Torralba J. Tenenbaum Igor Mordatch LLMAG LRM 15 592 0 23 May 2023
i-Code Studio: A Configurable and Composable Framework for Integrative AI Yuwei Fang Mahmoud Khademi Chenguang Zhu Ziyi Yang Reid Pryzant ... Yao Qian Takuya Yoshioka Lu Yuan Michael Zeng Xuedong Huang 19 2 0 23 May 2023
TR0N: Translator Networks for 0-Shot Plug-and-Play Conditional Generation Zhaoyan Liu Noël Vouitsis S. Gorti Jimmy Ba G. Loaiza-Ganem ViT 13 1 0 26 Apr 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 19 15 0 17 Feb 2023
ConceptFusion: Open-set Multimodal 3D Mapping Krishna Murthy Jatavallabhula Ali Kuwajerwala Qiao Gu Mohd. Omama Tao Chen ... Celso Miguel de Melo Madhava Krishna Liam Paull Florian Shkurti Antonio Torralba 8 230 0 14 Feb 2023
InstructPix2Pix: Learning to Follow Image Editing Instructions Tim Brooks Aleksander Holynski Alexei A. Efros DiffM 10 1,670 0 17 Nov 2022
Pretraining in Deep Reinforcement Learning: A Survey Zhihui Xie Zichuan Lin Junyou Li Shuai Li Deheng Ye OffRL OnRL AI4CE 21 22 0 08 Nov 2022
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Tsung-Yi Lin Weicheng Kuo Yin Cui VLM ObjD 220 698 0 28 Apr 2021