Title
Vision and Intention Boost Large Language Model in Long-Term Action Anticipation Congqi Cao Lanshu Hu Yating Yu Y. Zhang VLM 73 0 0 03 May 2025
RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Ruiqi Wang Hao Zhang VLM 52 0 0 03 May 2025
Foundation Model-Driven Framework for Human-Object Interaction Prediction with Segmentation Mask Integration Juhan Park Kyungjae Lee Hyung Jin Chang Jungchan Cho VLM 66 0 0 28 Apr 2025
Learning Streaming Video Representation via Multitask Training Yibin Yan Jilan Xu Shangzhe Di Yikun Liu Yudi Shi Qirui Chen Zeqian Li Yifei Huang Weidi Xie CLL 76 0 0 28 Apr 2025
SmartFreeEdit: Mask-Free Spatial-Aware Image Editing with Complex Instruction Understanding Qianqian Sun Jixiang Luo Dell Zhang Xuelong Li DiffM 50 0 0 17 Apr 2025
TAGC: Optimizing Gradient Communication in Distributed Transformer Training Igor Polyakov Alexey Dukhanov Egor Spirin 39 0 0 08 Apr 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
HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding Shehreen Azad Vibhav Vineet Y. S. Rawat VLM 75 1 0 11 Mar 2025
VisRL: Intention-Driven Visual Perception via Reinforced Reasoning Zhangquan Chen Xufang Luo Dongsheng Li OffRL LRM 64 3 0 10 Mar 2025
Adversarial Training for Multimodal Large Language Models against Jailbreak Attacks Liming Lu Shuchao Pang Siyuan Liang Haotian Zhu Xiyu Zeng Aishan Liu Yunhuai Liu Yongbin Zhou AAML 49 1 0 05 Mar 2025
SwimVG: Step-wise Multimodal Fusion and Adaption for Visual Grounding Liangtao Shi Ting Liu Xiantao Hu Yue Hu Quanjun Yin Richang Hong ObjD 46 0 0 24 Feb 2025
LOVA3: Learning to Visual Question Answering, Asking and Assessment Henry Hengyuan Zhao Pan Zhou Difei Gao Zechen Bai Mike Zheng Shou 77 8 0 21 Feb 2025
Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey Ruiyao Xu Kaize Ding 53 5 0 17 Feb 2025
MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation Haibo Tong Zhaoyang Wang Z. Chen Haonian Ji Shi Qiu ... Peng Xia Mingyu Ding Rafael Rafailov Chelsea Finn Huaxiu Yao EGVM VGen 95 2 0 03 Feb 2025
InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling Yi Wang Xinhao Li Ziang Yan Yinan He Jiashuo Yu ... Kai Chen Wenhai Wang Yu Qiao Yali Wang Limin Wang 73 19 0 21 Jan 2025
Myriad: Large Multimodal Model by Applying Vision Experts for Industrial Anomaly Detection Yuanze Li Haolin Wang Shihao Yuan Ming-Yu Liu Debin Zhao Yiwen Guo Chen Xu Guangming Shi Wangmeng Zuo 79 28 0 20 Jan 2025
DriveLM: Driving with Graph Visual Question Answering Chonghao Sima Katrin Renz Kashyap Chitta L. Chen Hanxue Zhang Chengen Xie Jens Beißwenger Ping Luo Andreas Geiger Hongyang Li 84 160 0 17 Jan 2025
Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks Miran Heo Min-Hung Chen De-An Huang Sifei Liu Subhashree Radhakrishnan Seon Joo Kim Yu-Chun Wang Ryo Hachiuma ObjD VLM 121 2 0 14 Jan 2025
VideoAuteur: Towards Long Narrative Video Generation Junfei Xiao Feng Cheng Lu Qi Liangke Gui Jiepeng Cen Zhibei Ma Alan L. Yuille Lu Jiang VGen 56 2 0 10 Jan 2025
MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension Ting Liu Zunnan Xu Yue Hu Liangtao Shi Zhiqiang Wang Quanjun Yin 57 2 0 03 Jan 2025
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks Jiannan Wu Muyan Zhong Sen Xing Zeqiang Lai Zhaoyang Liu ... Lewei Lu Tong Lu Ping Luo Yu Qiao Jifeng Dai MLLM VLM LRM 91 46 0 03 Jan 2025
SceneLLM: Implicit Language Reasoning in LLM for Dynamic Scene Graph Generation Hang Zhang Zhuoling Li Jun Liu LRM 100 1 0 15 Dec 2024
Empowering LLMs to Understand and Generate Complex Vector Graphics Ximing Xing Juncheng Hu Guotao Liang Jing Zhang Dong Xu Qian Yu 92 7 0 15 Dec 2024
SeqAfford: Sequential 3D Affordance Reasoning via Multimodal Large Language Model Chunlin Yu Hanqing Wang Ye Shi Haoyang Luo Sibei Yang Jingyi Yu Jingya Wang LRM LM&Ro 79 1 0 02 Dec 2024
ROSE: Revolutionizing Open-Set Dense Segmentation with Patch-Wise Perceptual Large Multimodal Model Kunyang Han Yibo Hu Mengxue Qu Hailin Shi Yao Zhao Y. X. Wei MLLM VLM 3DV 83 1 0 29 Nov 2024
Is 'Right' Right? Enhancing Object Orientation Understanding in Multimodal Large Language Models through Egocentric Instruction Tuning Ji Hyeok Jung Eun Tae Kim S. Kim Joo Ho Lee Bumsoo Kim Buru Chang VLM 115 0 0 24 Nov 2024
Large Language Model with Region-guided Referring and Grounding for CT Report Generation Z. Chen Yequan Bie Haibo Jin Hao Chen 110 0 0 23 Nov 2024
MC-LLaVA: Multi-Concept Personalized Vision-Language Model Ruichuan An Sihan Yang Ming Lu Kai Zeng Yulin Luo ... Hao Liang Qi She Shanghang Zhang W. Zhang Wentao Zhang 78 5 0 18 Nov 2024
GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding Y. Zhou Mengcheng Lan Xiang Li Yiping Ke Xue Jiang Litong Feng Qingyun Li Xue Yang Wayne Zhang ObjD VLM 112 4 0 16 Nov 2024
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba Masakazu Yoshimura Teruaki Hayashi Yota Maeda Mamba 69 2 0 06 Nov 2024
TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning Xiangyu Zeng Kunchang Li Chenting Wang Xinhao Li Tianxiang Jiang ... Zhengrong Yue Yi Wang Yali Wang Yu Qiao Limin Wang MLLM VLM AI4TS 64 14 0 25 Oct 2024
Locality Alignment Improves Vision-Language Models Ian Covert Tony Sun James Y. Zou Tatsunori Hashimoto VLM 64 3 0 14 Oct 2024
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning Yang Bai Yang Zhou Jun Zhou Rick Siow Mong Goh Daniel Ting Yong Liu VLM 44 0 0 09 Oct 2024
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents Boyu Gou Ruohan Wang Boyuan Zheng Yanan Xie Cheng Chang Yiheng Shu Huan Sun Yu Su LM&Ro LLMAG 76 48 0 07 Oct 2024
FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression Comprehension Junzhuo Liu X. Yang Weiwei Li Peng Wang ObjD 39 3 0 23 Sep 2024
Multi-OCT-SelfNet: Integrating Self-Supervised Learning with Multi-Source Data Fusion for Enhanced Multi-Class Retinal Disease Classification Fatema Jannat Sina Gholami Jennifer I. Lim Theodore Leng Minhaj Nur Alam Hamed Tabkhi 28 0 0 17 Sep 2024
Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding Yunze Man Shuhong Zheng Zhipeng Bao M. Hebert Liang-Yan Gui Yu-xiong Wang 70 15 0 05 Sep 2024
Exploring the Potential of Large Language Models for Heterophilic Graphs Yuxia Wu Shujie Li Yuan Fang Chuan Shi 32 1 0 26 Aug 2024
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data Chenglong Wang Yang Gan Yifu Huo Yongyu Mu Murun Yang ... Chunliang Zhang Tongran Liu Quan Du Di Yang Jingbo Zhu VLM 64 4 0 22 Aug 2024
Visual Agents as Fast and Slow Thinkers Guangyan Sun Mingyu Jin Zhenting Wang Cheng-Long Wang Siqi Ma Qifan Wang Ying Nian Wu Ying Nian Wu Dongfang Liu Dongfang Liu LLMAG LRM 77 12 0 16 Aug 2024
VisFocus: Prompt-Guided Vision Encoders for OCR-Free Dense Document Understanding Ofir Abramovich Niv Nayman Sharon Fogel I. Lavi Ron Litman Shahar Tsiper Royee Tichauer Srikar Appalaraju Shai Mazor R. Manmatha VLM 28 3 0 17 Jul 2024
MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs Yusu Qian Hanrong Ye J. Fauconnier Peter Grasch Yinfei Yang Zhe Gan 108 13 0 01 Jul 2024
It's Morphing Time: Unleashing the Potential of Multiple LLMs via Multi-objective Optimization Bingdong Li Zixiang Di Yanting Yang Hong Qian Peng Yang Hao Hao Ke Tang Aimin Zhou MoMe 19 5 0 29 Jun 2024
SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding Junwei Luo Zhen Pang Yongjun Zhang Tingzhu Wang Linlin Wang ... Jiangwei Lao Jian Wang Jingdong Chen Yihua Tan Yansheng Li 28 20 0 14 Jun 2024
Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model Kyeongjin Ahn Sungwon Han Sungwon Park Jihee Kim Sangyoon Park Meeyoung Cha 18 2 0 12 Jun 2024
Are Large Language Models the New Interface for Data Pipelines? Sylvio Barbon Junior Paolo Ceravolo Sven Groppe Mustafa Jarrar S. Maghool Florence Sèdes S. Sahri M. van Keulen LM&MA 29 8 0 06 Jun 2024
Prompt-Aware Adapter: Towards Learning Adaptive Visual Tokens for Multimodal Large Language Models Yue Zhang Hehe Fan Yi Yang 43 3 0 24 May 2024
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 40 2 0 24 May 2024
ReasonPix2Pix: Instruction Reasoning Dataset for Advanced Image Editing Ying Jin Pengyang Ling Xiao-wen Dong Pan Zhang Jiaqi Wang Dahua Lin 24 2 0 18 May 2024
List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs An Yan Zhengyuan Yang Junda Wu Wanrong Zhu Jianwei Yang ... K. Lin Jianfeng Wang Julian McAuley Jianfeng Gao Lijuan Wang LRM 34 12 0 25 Apr 2024