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Contextual Object Detection with Multimodal Large Language Models

Contextual Object Detection with Multimodal Large Language Models

29 May 2023
Yuhang Zang
Wei Li
Jun Han
Kaiyang Zhou
Chen Change Loy
    ObjD
    VLM
    MLLM
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Papers citing "Contextual Object Detection with Multimodal Large Language Models"

50 / 65 papers shown
Title
RF-DETR Object Detection vs YOLOv12 : A Study of Transformer-based and CNN-based Architectures for Single-Class and Multi-Class Greenfruit Detection in Complex Orchard Environments Under Label Ambiguity
RF-DETR Object Detection vs YOLOv12 : A Study of Transformer-based and CNN-based Architectures for Single-Class and Multi-Class Greenfruit Detection in Complex Orchard Environments Under Label Ambiguity
Ranjan Sapkota
Rahul Harsha Cheppally
Ajay Sharda
Manoj Karkee
39
0
0
17 Apr 2025
MM-IFEngine: Towards Multimodal Instruction Following
MM-IFEngine: Towards Multimodal Instruction Following
Shengyuan Ding
Shenxi Wu
Xiangyu Zhao
Yuhang Zang
Haodong Duan
Xiaoyi Dong
Pan Zhang
Yuhang Cao
Dahua Lin
Jiaqi Wang
OffRL
60
1
0
10 Apr 2025
Harmonizing Visual Representations for Unified Multimodal Understanding and Generation
Harmonizing Visual Representations for Unified Multimodal Understanding and Generation
Size Wu
Feiyu Xiong
Lumin Xu
Sheng Jin
Zhonghua Wu
Qingyi Tao
Wentao Liu
Wei Li
Chen Change Loy
VGen
185
2
0
27 Mar 2025
MM-Spatial: Exploring 3D Spatial Understanding in Multimodal LLMs
MM-Spatial: Exploring 3D Spatial Understanding in Multimodal LLMs
Erik Daxberger
Nina Wenzel
David Griffiths
Haiming Gang
Justin Lazarow
...
Kai Kang
Marcin Eichner
Yuqing Yang
Afshin Dehghan
Peter Grasch
77
3
0
17 Mar 2025
VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity
Jing Bi
Junjia Guo
Susan Liang
Guangyu Sun
Luchuan Song
...
Jinxi He
Jiarui Wu
A. Vosoughi
Chong Chen
Chenliang Xu
LRM
74
2
0
14 Mar 2025
Think Before You Segment: High-Quality Reasoning Segmentation with GPT Chain of Thoughts
Think Before You Segment: High-Quality Reasoning Segmentation with GPT Chain of Thoughts
Shiu-hong Kao
Yu-Wing Tai
Chi-Keung Tang
LRM
MLLM
59
0
0
10 Mar 2025
Visual-RFT: Visual Reinforcement Fine-Tuning
Ziyu Liu
Zeyi Sun
Yuhang Zang
Xiaoyi Dong
Yuhang Cao
Haodong Duan
Dahua Lin
Jiaqi Wang
ObjD
VLM
LRM
72
47
0
03 Mar 2025
SGC-Net: Stratified Granular Comparison Network for Open-Vocabulary HOI Detection
Xin Lin
Chong Shi
Zuopeng Yang
Haojin Tang
Zhili Zhou
ObjD
39
0
0
01 Mar 2025
Human Re-ID Meets LVLMs: What can we expect?
Human Re-ID Meets LVLMs: What can we expect?
Kailash A. Hambarde
Pranita Samale
Hugo Proença
63
0
0
30 Jan 2025
Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos
Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos
Haobo Yuan
Xianrui Li
Tao Zhang
Zilong Huang
Shilin Xu
S. Ji
Yunhai Tong
Lu Qi
Jiashi Feng
Ming Yang
VLM
96
12
0
07 Jan 2025
Visual Large Language Models for Generalized and Specialized Applications
Yifan Li
Zhixin Lai
Wentao Bao
Zhen Tan
Anh Dao
Kewei Sui
Jiayi Shen
Dong Liu
Huan Liu
Yu Kong
VLM
88
12
0
06 Jan 2025
Enhanced Multimodal RAG-LLM for Accurate Visual Question Answering
Enhanced Multimodal RAG-LLM for Accurate Visual Question Answering
Junxiao Xue
Quan Deng
Fei Yu
Yanhao Wang
Jun Wang
Yong Li
VLM
53
3
0
31 Dec 2024
InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for
  Long-term Streaming Video and Audio Interactions
InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions
Pan Zhang
Xiaoyi Dong
Yuhang Cao
Yuhang Zang
Rui Qian
...
Xinsong Zhang
K. Chen
Yu Qiao
Dahua Lin
Jiaqi Wang
KELM
84
12
0
12 Dec 2024
Interpreting Object-level Foundation Models via Visual Precision Search
Interpreting Object-level Foundation Models via Visual Precision Search
Ruoyu Chen
Siyuan Liang
Jingzhi Li
Shiming Liu
Maosen Li
Zheng Huang
Hua Zhang
Xiaochun Cao
FAtt
82
4
0
25 Nov 2024
Towards Context-Rich Automated Biodiversity Assessments: Deriving
  AI-Powered Insights from Camera Trap Data
Towards Context-Rich Automated Biodiversity Assessments: Deriving AI-Powered Insights from Camera Trap Data
Paul Fergus
C. Chalmers
Naomi Matthews
Stuart Nixon
A. Burger
Oliver Hartley
Chris S. Sutherland
Xavier Lambin
Steven Longmore
Serge Wich
68
1
0
21 Nov 2024
Thinking Before Looking: Improving Multimodal LLM Reasoning via
  Mitigating Visual Hallucination
Thinking Before Looking: Improving Multimodal LLM Reasoning via Mitigating Visual Hallucination
Haojie Zheng
Tianyang Xu
Hanchi Sun
Shu Pu
Ruoxi Chen
Lichao Sun
MLLM
LRM
87
8
0
15 Nov 2024
From Pixels to Prose: Advancing Multi-Modal Language Models for Remote
  Sensing
From Pixels to Prose: Advancing Multi-Modal Language Models for Remote Sensing
Xingchen Sun
Benji Peng
Charles Zhang
Fei Jin
Qian Niu
...
Ming Li
Pohsun Feng
Ziqian Bi
Ming Liu
Yuyao Zhang
54
0
0
05 Nov 2024
KptLLM: Unveiling the Power of Large Language Model for Keypoint
  Comprehension
KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension
Jie-jin Yang
Wang Zeng
Sheng Jin
Lumin Xu
Wentao Liu
Chen Qian
Ruimao Zhang
MLLM
65
2
0
04 Nov 2024
Leopard: A Vision Language Model For Text-Rich Multi-Image Tasks
Leopard: A Vision Language Model For Text-Rich Multi-Image Tasks
Mengzhao Jia
Wenhao Yu
Kaixin Ma
Tianqing Fang
Zhihan Zhang
Siru Ouyang
Hongming Zhang
Meng Jiang
Dong Yu
VLM
37
5
0
02 Oct 2024
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
Haotian Zhang
Mingfei Gao
Zhe Gan
Philipp Dufter
Nina Wenzel
...
Haoxuan You
Zirui Wang
Afshin Dehghan
Peter Grasch
Yinfei Yang
VLM
MLLM
40
32
1
30 Sep 2024
Advancing Object Detection in Transportation with Multimodal Large
  Language Models (MLLMs): A Comprehensive Review and Empirical Testing
Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing
Huthaifa I. Ashqar
Ahmed Jaber
Taqwa I. Alhadidi
Mohammed Elhenawy
38
7
0
26 Sep 2024
A Survey on Multimodal Benchmarks: In the Era of Large AI Models
A Survey on Multimodal Benchmarks: In the Era of Large AI Models
Lin Li
Guikun Chen
Hanrong Shi
Jun Xiao
Long Chen
42
9
0
21 Sep 2024
From Words to Poses: Enhancing Novel Object Pose Estimation with Vision
  Language Models
From Words to Poses: Enhancing Novel Object Pose Estimation with Vision Language Models
Tessa Pulli
Stefan Thalhammer
Simon Schwaiger
Markus Vincze
LM&Ro
40
0
0
09 Sep 2024
A Survey on Evaluation of Multimodal Large Language Models
A Survey on Evaluation of Multimodal Large Language Models
Jiaxing Huang
Jingyi Zhang
LM&MA
ELM
LRM
50
20
0
28 Aug 2024
InternLM-XComposer-2.5: A Versatile Large Vision Language Model
  Supporting Long-Contextual Input and Output
InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output
Pan Zhang
Xiaoyi Dong
Yuhang Zang
Yuhang Cao
Rui Qian
...
Kai Chen
Jifeng Dai
Yu Qiao
Dahua Lin
Jiaqi Wang
45
100
0
03 Jul 2024
LLaRA: Supercharging Robot Learning Data for Vision-Language Policy
LLaRA: Supercharging Robot Learning Data for Vision-Language Policy
Xiang Li
Cristina Mata
J. Park
Kumara Kahatapitiya
Yoo Sung Jang
...
Kanchana Ranasinghe
R. Burgert
Mu Cai
Yong Jae Lee
Michael S. Ryoo
LM&Ro
72
25
0
28 Jun 2024
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and
  Understanding
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding
Tao Zhang
Xiangtai Li
Hao Fei
Haobo Yuan
Shengqiong Wu
Shunping Ji
Chen Change Loy
Shuicheng Yan
LRM
MLLM
VLM
49
48
0
27 Jun 2024
F-LMM: Grounding Frozen Large Multimodal Models
F-LMM: Grounding Frozen Large Multimodal Models
Size Wu
Sheng Jin
Wenwei Zhang
Lumin Xu
Wentao Liu
Wei Li
Chen Change Loy
MLLM
80
12
0
09 Jun 2024
V-Zen: Efficient GUI Understanding and Precise Grounding With A Novel
  Multimodal LLM
V-Zen: Efficient GUI Understanding and Precise Grounding With A Novel Multimodal LLM
Abdur Rahman
Rajat Chawla
Muskaan Kumar
Arkajit Datta
Adarsh Jha
NS Mukunda
Ishaan Bhola
48
3
0
24 May 2024
Context-Enhanced Video Moment Retrieval with Large Language Models
Context-Enhanced Video Moment Retrieval with Large Language Models
Weijia Liu
Bo Miao
Jiuxin Cao
Xueling Zhu
Bo Liu
Mehwish Nasim
Ajmal Mian
42
2
0
21 May 2024
Many-Shot In-Context Learning in Multimodal Foundation Models
Many-Shot In-Context Learning in Multimodal Foundation Models
Yixing Jiang
Jeremy Irvin
Ji Hun Wang
Muhammad Ahmed Chaudhry
Jonathan H. Chen
Andrew Y. Ng
VLM
60
27
0
16 May 2024
Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs
Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs
Kanchana Ranasinghe
Satya Narayan Shukla
Omid Poursaeed
Michael S. Ryoo
Tsung-Yu Lin
LRM
49
24
0
11 Apr 2024
Exploring the Potential of Large Foundation Models for Open-Vocabulary
  HOI Detection
Exploring the Potential of Large Foundation Models for Open-Vocabulary HOI Detection
Ting Lei
Shaofeng Yin
Yang Liu
VLM
47
9
0
09 Apr 2024
RH20T-P: A Primitive-Level Robotic Dataset Towards Composable Generalization Agents
RH20T-P: A Primitive-Level Robotic Dataset Towards Composable Generalization Agents
Zeren Chen
Zhelun Shi
Xiaoya Lu
Lehan He
Sucheng Qian
...
Zhen-fei Yin
Jing Shao
Jing Shao
Cewu Lu
Cewu Lu
38
5
0
28 Mar 2024
DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of
  MLLM
DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLM
YiXuan Wu
Yizhou Wang
Shixiang Tang
Wenhao Wu
Tong He
Wanli Ouyang
Jian Wu
Philip Torr
ObjD
VLM
32
19
0
19 Mar 2024
LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content
LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content
QiHao Zhao
Yalun Dai
Hao Li
Wei Hu
Fan Zhang
Jun Liu
34
15
0
09 Mar 2024
VLM-PL: Advanced Pseudo Labeling Approach for Class Incremental Object
  Detection via Vision-Language Model
VLM-PL: Advanced Pseudo Labeling Approach for Class Incremental Object Detection via Vision-Language Model
Junsu Kim
Yunhoe Ku
Jihyeon Kim
Junuk Cha
Seungryul Baek
ObjD
VLM
37
12
0
08 Mar 2024
GROUNDHOG: Grounding Large Language Models to Holistic Segmentation
GROUNDHOG: Grounding Large Language Models to Holistic Segmentation
Yichi Zhang
Ziqiao Ma
Xiaofeng Gao
Suhaila Shakiah
Qiaozi Gao
Joyce Chai
MLLM
VLM
45
39
0
26 Feb 2024
CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion
CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion
Shoubin Yu
Jaehong Yoon
Mohit Bansal
82
4
0
08 Feb 2024
Enhancing Embodied Object Detection through Language-Image Pre-training
  and Implicit Object Memory
Enhancing Embodied Object Detection through Language-Image Pre-training and Implicit Object Memory
N. H. Chapman
Feras Dayoub
Will N. Browne
Chris Lehnert
ObjD
VLM
LM&Ro
31
1
0
06 Feb 2024
Delving into Multi-modal Multi-task Foundation Models for Road Scene
  Understanding: From Learning Paradigm Perspectives
Delving into Multi-modal Multi-task Foundation Models for Road Scene Understanding: From Learning Paradigm Perspectives
Sheng Luo
Wei Chen
Wanxin Tian
Rui Liu
Luanxuan Hou
...
Ling Shao
Yi Yang
Bojun Gao
Qun Li
Guobin Wu
51
13
0
05 Feb 2024
Enhancing Multimodal Large Language Models with Vision Detection Models:
  An Empirical Study
Enhancing Multimodal Large Language Models with Vision Detection Models: An Empirical Study
Qirui Jiao
Daoyuan Chen
Yilun Huang
Yaliang Li
Ying Shen
30
12
0
31 Jan 2024
Proximity QA: Unleashing the Power of Multi-Modal Large Language Models
  for Spatial Proximity Analysis
Proximity QA: Unleashing the Power of Multi-Modal Large Language Models for Spatial Proximity Analysis
Jianing Li
Xi Nan
Ming Lu
Li Du
Shanghang Zhang
50
1
0
31 Jan 2024
InternLM-XComposer2: Mastering Free-form Text-Image Composition and
  Comprehension in Vision-Language Large Model
InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model
Xiao-wen Dong
Pan Zhang
Yuhang Zang
Yuhang Cao
Bin Wang
...
Conghui He
Xingcheng Zhang
Yu Qiao
Dahua Lin
Jiaqi Wang
VLM
MLLM
89
244
0
29 Jan 2024
Towards Language-Driven Video Inpainting via Multimodal Large Language
  Models
Towards Language-Driven Video Inpainting via Multimodal Large Language Models
Jianzong Wu
Xiangtai Li
Chenyang Si
Shangchen Zhou
Jingkang Yang
...
Yining Li
Kai Chen
Yunhai Tong
Ziwei Liu
Chen Change Loy
VGen
DiffM
MLLM
41
17
0
18 Jan 2024
Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision,
  Language, Audio, and Action
Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision, Language, Audio, and Action
Jiasen Lu
Christopher Clark
Sangho Lee
Zichen Zhang
Savya Khosla
Ryan Marten
Derek Hoiem
Aniruddha Kembhavi
VLM
MLLM
40
144
0
28 Dec 2023
V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs
V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs
Penghao Wu
Saining Xie
LRM
64
122
0
21 Dec 2023
See, Say, and Segment: Teaching LMMs to Overcome False Premises
See, Say, and Segment: Teaching LMMs to Overcome False Premises
Tsung-Han Wu
Giscard Biamby
David M. Chan
Lisa Dunlap
Ritwik Gupta
Xudong Wang
Joseph E. Gonzalez
Trevor Darrell
VLM
MLLM
42
18
0
13 Dec 2023
Reason2Drive: Towards Interpretable and Chain-based Reasoning for
  Autonomous Driving
Reason2Drive: Towards Interpretable and Chain-based Reasoning for Autonomous Driving
Ming-Jun Nie
Renyuan Peng
Chunwei Wang
Xinyue Cai
Jianhua Han
Hang Xu
Li Zhang
LRM
37
45
0
06 Dec 2023
Mitigating Hallucination in Visual Language Models with Visual
  Supervision
Mitigating Hallucination in Visual Language Models with Visual Supervision
Zhiyang Chen
Yousong Zhu
Yufei Zhan
Zhaowen Li
Chaoyang Zhao
Jinqiao Wang
Ming Tang
VLM
MLLM
53
27
0
27 Nov 2023
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