Improved Baselines with Visual Instruction Tuning

5 October 2023

Papers citing "Improved Baselines with Visual Instruction Tuning"

50 / 477 papers shown

Title
Manipulating Multimodal Agents via Cross-Modal Prompt Injection Le Wang Zonghao Ying Tianyuan Zhang Siyuan Liang Shengshan Hu Mingchuan Zhang A. Liu Xianglong Liu AAML 33 1 0 19 Apr 2025
Compile Scene Graphs with Reinforcement Learning Zuyao Chen Jinlin Wu Zhen Lei Marc Pollefeys Chang Wen Chen OffRL LRM 57 0 0 18 Apr 2025
Probing and Inducing Combinational Creativity in Vision-Language Models Yongqian Peng Yuxi Ma Mengmeng Wang Yuxuan Wang Yizhou Wang C. Zhang Yixin Zhu Zilong Zheng MLLM CoGe 87 0 0 17 Apr 2025
Mirror: Multimodal Cognitive Reframing Therapy for Rolling with Resistance Subin Kim Hoonrae Kim Jihyun Lee Yejin Jeon Gary Geunbae Lee OffRL 27 0 0 16 Apr 2025
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception Ziqi Pang Xin Xu Yu-Xiong Wang DiffM 67 0 0 15 Apr 2025
The Mirage of Performance Gains: Why Contrastive Decoding Fails to Address Multimodal Hallucination Hao Yin Gunagzong Si Zilei Wang 145 0 0 14 Apr 2025
Seaweed-7B: Cost-Effective Training of Video Generation Foundation Model Team Seawead Ceyuan Yang Zhijie Lin Yang Zhao Shanchuan Lin ... Zuquan Song Zhenheng Yang Jiashi Feng Jianchao Yang Lu Jiang DiffM 85 1 0 11 Apr 2025
Marmot: Multi-Agent Reasoning for Multi-Object Self-Correcting in Improving Image-Text Alignment Jiayang Sun H. Wang Jie Cao Huaibo Huang Ran He DiffM 73 0 0 10 Apr 2025
Memory-efficient Streaming VideoLLMs for Real-time Procedural Video Understanding Dibyadip Chatterjee Edoardo Remelli Yale Song Bugra Tekin Abhay Mittal ... Shreyas Hampali Eric Sauser Shugao Ma Angela Yao Fadime Sener VLM 46 0 0 10 Apr 2025
How Can Objects Help Video-Language Understanding? Zitian Tang Shijie Wang Junho Cho Jaewook Yoo Chen Sun 42 0 0 10 Apr 2025
Perception-R1: Pioneering Perception Policy with Reinforcement Learning En Yu Kangheng Lin Liang Zhao Jisheng Yin Yana Wei ... Zheng Ge Xiangyu Zhang Daxin Jiang Jingyu Wang Wenbing Tao VLM OffRL LRM 40 2 0 10 Apr 2025
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Yuxiang Lin Jingdong Sun Zhi-Qi Cheng Jue Wang Haomin Liang Zebang Cheng Yifei Dong Jun-Yan He Xiaojiang Peng Xian-Sheng Hua 47 0 0 10 Apr 2025
Are We Done with Object-Centric Learning? Alexander Rubinstein Ameya Prabhu Matthias Bethge Seong Joon Oh OCL 631 0 0 09 Apr 2025
PaMi-VDPO: Mitigating Video Hallucinations by Prompt-Aware Multi-Instance Video Preference Learning Xinpeng Ding Kaipeng Zhang Jinahua Han Lanqing Hong Hang Xu Xiaomeng Li MLLM VLM 178 0 0 08 Apr 2025
SCAM: A Real-World Typographic Robustness Evaluation for Multimodal Foundation Models Justus Westerhoff Erblina Purellku Jakob Hackstein Jonas Loos Leo Pinetzki Lorenz Hufe AAML 28 0 0 07 Apr 2025
NuScenes-SpatialQA: A Spatial Understanding and Reasoning Benchmark for Vision-Language Models in Autonomous Driving Kexin Tian Jingrui Mao Y. Zhang Jiwan Jiang Yang Zhou Zhengzhong Tu CoGe 68 0 0 04 Apr 2025
Reward Generation via Large Vision-Language Model in Offline Reinforcement Learning Younghwan Lee T. Luu Donghoon Lee Chang-Dong Yoo 3DV VLM OffRL 41 0 0 03 Apr 2025
Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems? Kai Yan Yufei Xu Zhengyin Du Xuesong Yao Ziyi Wang Xiaowen Guo Jiecao Chen ReLM ELM LRM 95 3 0 01 Apr 2025
Misaligned Roles, Misplaced Images: Structural Input Perturbations Expose Multimodal Alignment Blind Spots Erfan Shayegani G M Shahariar Sara Abdali Lei Yu Nael B. Abu-Ghazaleh Yue Dong AAML 78 0 0 01 Apr 2025
Orchestrate Multimodal Data with Batch Post-Balancing to Accelerate Multimodal Large Language Model Training Yijie Zheng Bangjun Xiao Lei Shi Xiaoyang Li Faming Wu Tianyu Li Xuefeng Xiao Yuhang Zhang Yali Wang Shouda Liu MLLM MoE 67 1 0 31 Mar 2025
Towards Understanding How Knowledge Evolves in Large Vision-Language Models Sudong Wang Yuhui Zhang Yao Zhu Jianing Li Zizhe Wang Yi Liu Xiangyang Ji 137 0 0 31 Mar 2025
On-device Sora: Enabling Training-Free Diffusion-based Text-to-Video Generation for Mobile Devices Bosung Kim Kyuhwan Lee Isu Jeong Jungmin Cheon Yeojin Lee Seulki Lee VGen 45 1 0 31 Mar 2025
Efficient Adaptation For Remote Sensing Visual Grounding Hasan Moughnieh Mohamad Chalhoub Hasan Nasrallah Cristiano Nattero Paolo Campanella Giovanni Nico A. Ghandour 48 0 0 29 Mar 2025
From Flatland to Space: Teaching Vision-Language Models to Perceive and Reason in 3D Jiahui Zhang Yurui Chen Yanpeng Zhou Yueming Xu Ze Huang ... Xinyue Cai G. Huang Xingyue Quan Hang Xu Li Zhang LRM 94 0 0 29 Mar 2025
Harmonizing Visual Representations for Unified Multimodal Understanding and Generation Size Wu W. Zhang Lumin Xu Sheng Jin Zhonghua Wu Qingyi Tao Wentao Liu Wei Li Chen Change Loy VGen 153 2 0 27 Mar 2025
MLLM-Selector: Necessity and Diversity-driven High-Value Data Selection for Enhanced Visual Instruction Tuning Yiwei Ma Guohai Xu Xiaoshuai Sun Jiayi Ji Jie Lou Debing Zhang Rongrong Ji 95 0 0 26 Mar 2025
DomainCQA: Crafting Expert-Level QA from Domain-Specific Charts Ling Zhong Yujing Lu Jing Yang Weiming Li Peng Wei Yongheng Wang Manni Duan Qing Zhang 47 0 0 25 Mar 2025
TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model Cheng Yang Yang Sui Jinqi Xiao Lingyi Huang Yu Gong ... Jinghua Yan Y. Bai P. Sadayappan Xia Hu Bo Yuan VLM 59 0 0 24 Mar 2025
Temporal Score Analysis for Understanding and Correcting Diffusion Artifacts Yu Cao Zengqun Zhao Ioannis Patras Shaogang Gong DiffM 48 0 0 20 Mar 2025
A Vision Centric Remote Sensing Benchmark Abduljaleel Adejumo Faegheh Yeganli Clifford Broni-Bediako Aoran Xiao Naoto Yokoya Mennatullah Siam 67 0 0 20 Mar 2025
TULIP: Towards Unified Language-Image Pretraining Zineng Tang Long Lian Seun Eisape Xudong Wang Roei Herzig Adam Yala Alane Suhr Trevor Darrell David M. Chan VLM CLIP MLLM 103 3 0 19 Mar 2025
EfficientLLaVA:Generalizable Auto-Pruning for Large Vision-language Models Yinan Liang Zhi Wang Xiuwei Xu Jie Zhou Jiwen Lu VLM LRM 48 0 0 19 Mar 2025
DualToken: Towards Unifying Visual Understanding and Generation with Dual Visual Vocabularies Wei Song Yali Wang Zijia Song Yadong Li Haoze Sun Weipeng Chen Zenan Zhou Jianhua Xu Jiaqi Wang Kaicheng Yu 60 2 0 18 Mar 2025
Aligning Multimodal LLM with Human Preference: A Survey Tao Yu Yuhui Zhang Chaoyou Fu Junkang Wu Jinda Lu ... Qingsong Wen Z. Zhang Yan Huang Liang Wang T. Tan 164 2 0 18 Mar 2025
From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration Mingyang Song Xiaoye Qu Jiawei Zhou Yu-Xi Cheng VLM 62 1 0 17 Mar 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Yali Wang Shengqiong Wu Yuhui Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 92 8 0 16 Mar 2025
BREEN: Bridge Data-Efficient Encoder-Free Multimodal Learning with Learnable Queries Tianle Li Yongming Rao Winston Hu Yu Cheng MLLM 66 0 0 16 Mar 2025
Unified Modeling Language Code Generation from Diagram Images Using Multimodal Large Language Models Averi Bates Ryan Vavricka Shane Carleton Ruosi Shao Chongle Pan 61 0 0 15 Mar 2025
Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards Zijing Hu Fengda Zhang Long Chen Kun Kuang Jiahui Li Kaifeng Gao Jun Xiao X. Wang Wenwu Zhu EGVM 56 0 0 14 Mar 2025
Learning to Inference Adaptively for Multimodal Large Language Models Zhuoyan Xu Khoi Duc Nguyen Preeti Mukherjee Saurabh Bagchi Somali Chaterji Yingyu Liang Yin Li LRM 46 1 0 13 Mar 2025
GroundingSuite: Measuring Complex Multi-Granular Pixel Grounding R. Hu Lianghui Zhu Yuxuan Zhang Tianheng Cheng Lei Liu Heng Liu Longjin Ran Xiaoxin Chen Wenyu Liu Xinggang Wang ObjD 61 0 0 13 Mar 2025
TruthPrInt: Mitigating LVLM Object Hallucination Via Latent Truthful-Guided Pre-Intervention Jinhao Duan Fei Kong Hao-Ran Cheng James Diffenderfer B. Kailkhura Lichao Sun Xiaofeng Zhu Xiaoshuang Shi Kaidi Xu 147 0 0 13 Mar 2025
Fine-Tuning Diffusion Generative Models via Rich Preference Optimization Hanyang Zhao Haoxian Chen Yucheng Guo Genta Indra Winata Tingting Ou Ziyu Huang D. Yao Wenpin Tang 59 0 0 13 Mar 2025
4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models Wanhua Li Renping Zhou Jiawei Zhou Yingwei Song Johannes Herter Minghan Qin Gao Huang Hanspeter Pfister 3DGS VLM 66 0 0 13 Mar 2025
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering Md. Mohaiminul Islam Tushar Nagarajan Huiyu Wang Gedas Bertasius Lorenzo Torresani 159 0 0 12 Mar 2025
Referring to Any Person Qing Jiang Lin Wu Zhaoyang Zeng Tianhe Ren Yuda Xiong Yihao Chen Qin Liu Lei Zhang 157 0 0 11 Mar 2025
Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis Letian Zhang Quan Cui Bingchen Zhao Cheng Yang MLLM SyDa 54 0 0 11 Mar 2025
Unleashing the Potential of Large Language Models for Text-to-Image Generation through Autoregressive Representation Alignment Xing Xie Jiawei Liu Ziyue Lin Huijie Fan Zhi Han Yandong Tang Liangqiong Qu 44 0 0 10 Mar 2025
When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning Junwei Luo Yingying Zhang X. J. Yang Kang Wu Qi Zhu Lei Liang Jingdong Chen Yansheng Li 67 0 0 10 Mar 2025
VisRL: Intention-Driven Visual Perception via Reinforced Reasoning Zhangquan Chen Xufang Luo Dongsheng Li OffRL LRM 72 3 0 10 Mar 2025