Title
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models Yuncheng Guo Xiaodong Gu OffRL VLM 32 0 0 15 May 2025
An empathic GPT-based chatbot to talk about mental disorders with Spanish teenagers Alba María Mármol-Romero Manuel García-Vega Miguel Ángel García-Cumbreras Arturo Montejo-Ráez 35 3 0 09 May 2025
LISAT: Language-Instructed Segmentation Assistant for Satellite Imagery Jerome Quenum Wen-Han Hsieh Tsung-Han Wu Ritwik Gupta Trevor Darrell David M. Chan MLLM VLM 54 0 0 05 May 2025
Evaluating Menu OCR and Translation: A Benchmark for Aligning Human and Automated Evaluations in Large Vision-Language Models Zhanglin Wu Tengfei Song Ning Xie Mengli Zhu Weidong Zhang ... Pengfei Li Chong Li Junhao Zhu Hao Yang Shiliang Sun 41 2 0 16 Apr 2025
Securing the Skies: A Comprehensive Survey on Anti-UAV Methods, Benchmarking, and Future Directions Yifei Dong Fengyi Wu Sanjian Zhang Guangyu Chen Yuzhi Hu ... Jingdong Sun Siyu Huang Feng Liu Qi Dai Zhi-Qi Cheng 44 0 0 16 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 Zhilin Wang Xiaowen Guo Jiecao Chen ReLM ELM LRM 95 4 0 01 Apr 2025
Continual Multimodal Contrastive Learning Xiaohao Liu Xiaobo Xia See-Kiong Ng Tat-Seng Chua CLL 57 0 0 19 Mar 2025
MMRL: Multi-Modal Representation Learning for Vision-Language Models Yuncheng Guo Xiaodong Gu VLM OffRL 143 1 0 11 Mar 2025
LOVA3: Learning to Visual Question Answering, Asking and Assessment Henry Hengyuan Zhao Pan Zhou Difei Gao Zechen Bai Mike Zheng Shou 82 8 0 21 Feb 2025
Large Multimodal Models for Low-Resource Languages: A Survey Marian Lupascu Ana-Cristina Rogoz Mihai-Sorin Stupariu Radu Tudor Ionescu 64 1 0 08 Feb 2025
Dynamic Scene Understanding from Vision-Language Representations Shahaf Pruss Morris Alper Hadar Averbuch-Elor OCL 173 0 0 20 Jan 2025
Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding Z. Chen Mingxiao Li Z. Chen Nan Du Xiaolong Li Yuexian Zou 53 0 0 19 Jan 2025
GPT4Scene: Understand 3D Scenes from Videos with Vision-Language Models Zhangyang Qi Zhixiong Zhang Ye Fang Jiaqi Wang Hengshuang Zhao 83 6 0 02 Jan 2025
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining Wenqi Zhang Hang Zhang Xin Li Jiashuo Sun Yongliang Shen Weiming Lu Deli Zhao Yueting Zhuang Lidong Bing VLM 43 2 0 01 Jan 2025
In-Context Learning with Iterative Demonstration Selection Chengwei Qin Aston Zhang Cheng Chen Anirudh Dagar Wenming Ye LRM 68 38 0 31 Dec 2024
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames Pinelopi Papalampidi Skanda Koppula Shreya Pathak Justin T Chiu Joseph Heyward Viorica Patraucean Jiajun Shen Antoine Miech Andrew Zisserman Aida Nematzdeh VLM 63 24 0 31 Dec 2024
Empowering LLMs to Understand and Generate Complex Vector Graphics Ximing Xing Juncheng Hu Guotao Liang Jing Zhang Dong Xu Qian Yu 94 7 0 15 Dec 2024
EgoPlan-Bench2: A Benchmark for Multimodal Large Language Model Planning in Real-World Scenarios Lu Qiu Yuying Ge Yi Chen Yixiao Ge Ying Shan Xihui Liu LLMAG LRM 98 5 0 05 Dec 2024
On Domain-Specific Post-Training for Multimodal Large Language Models Daixuan Cheng Shaohan Huang Ziyu Zhu Xintong Zhang Wayne Xin Zhao Zhongzhi Luan Bo Dai Zhenliang Zhang VLM 102 2 0 29 Nov 2024
LaVida Drive: Vision-Text Interaction VLM for Autonomous Driving with Token Selection, Recovery and Enhancement Siwen Jiao Yangyi Fang Baoyun Peng Wangqun Chen Bharadwaj Veeravalli 85 4 0 20 Nov 2024
Spider: Any-to-Many Multimodal LLM Jinxiang Lai Jie Zhang Jun Liu Jian Li Xiaocheng Lu Song Guo MLLM 66 2 0 14 Nov 2024
SensorLLM: Human-Intuitive Alignment of Multivariate Sensor Data with LLMs for Activity Recognition Zechen Li Shohreh Deldari Linyao Chen Hao Xue Flora D. Salim 42 6 0 14 Oct 2024
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models Wenbo Hu Jia-Chen Gu Zi-Yi Dou Mohsen Fayyaz Pan Lu Kai-Wei Chang Nanyun Peng VLM 66 4 0 10 Oct 2024
Scaling Optimal LR Across Token Horizons Johan Bjorck Alon Benhaim Vishrav Chaudhary Furu Wei Xia Song 54 4 0 30 Sep 2024
MIO: A Foundation Model on Multimodal Tokens Zekun Wang King Zhu Chunpu Xu Wangchunshu Zhou Jiaheng Liu ... Yuanxing Zhang Ge Zhang Ke Xu Jie Fu Wenhao Huang MLLM AuLLM 60 11 0 26 Sep 2024
Large Language Model Can Transcribe Speech in Multi-Talker Scenarios with Versatile Instructions Lingwei Meng Shujie Hu Jiawen Kang Zhaoqing Li Yuejiao Wang Wenxuan Wu Xixin Wu Xunying Liu Helen Meng AuLLM 70 2 0 13 Sep 2024
SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression Segmentation Yi-Chia Chen Wei-Hua Li Cheng Sun Yu-Chiang Frank Wang Chu-Song Chen VLM 39 11 0 01 Sep 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 71 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 79 13 0 16 Aug 2024
CROME: Cross-Modal Adapters for Efficient Multimodal LLM Sayna Ebrahimi Sercan Ö. Arik Tejas Nama Tomas Pfister 44 1 0 13 Aug 2024
Learning Visual Grounding from Generative Vision and Language Model Shijie Wang Dahun Kim A. Taalimi Chen Sun Weicheng Kuo ObjD 36 5 0 18 Jul 2024
Controllable Contextualized Image Captioning: Directing the Visual Narrative through User-Defined Highlights Shunqi Mao Chaoyi Zhang Hang Su Hwanjun Song Igor Shalyminov Weidong Cai 39 1 0 16 Jul 2024
A Bounding Box is Worth One Token: Interleaving Layout and Text in a Large Language Model for Document Understanding Jinghui Lu Haiyang Yu Yunhong Wang Yongjie Ye Jingqun Tang ... Qi Liu Hao Feng Hairu Wang Hao Liu Can Huang 50 18 0 02 Jul 2024
Urban Visual Appeal According to ChatGPT: Contrasting AI and Human Insights M. Malekzadeh Elias S Willberg Jussi Torkko T. Toivonen 43 1 0 29 Jun 2024
CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation Wei Chen Lin Li Yongqi Yang Bin Wen Fan Yang Tingting Gao Yu Wu Long Chen VLM VGen 47 6 0 15 Jun 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 48 2 0 24 May 2024
DEEM: Diffusion Models Serve as the Eyes of Large Language Models for Image Perception Run Luo Yunshui Li Longze Chen Wanwei He Ting-En Lin ... Zikai Song Xiaobo Xia Tongliang Liu Min Yang Binyuan Hui VLM DiffM 75 15 0 24 May 2024
How Culturally Aware are Vision-Language Models? Olena Burda-Lassen Aman Chadha Shashank Goswami Vinija Jain VLM 39 0 0 24 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 82 42 0 23 May 2024
LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate A. Fuller Daniel G. Kyrollos Yousef Yassin James R. Green 52 2 0 22 May 2024
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models Jiaqi Li Qianshan Wei Chuanyi Zhang Guilin Qi Miaozeng Du Yongrui Chen Sheng Bi Fan Liu VLM MU 72 12 0 21 May 2024
SIGMA: An Open-Source Interactive System for Mixed-Reality Task Assistance Research D. Bohus Sean Andrist Nick Saw Ann Paradiso Ishani Chakraborty Mahdi Rad 38 9 0 16 May 2024
THRONE: An Object-based Hallucination Benchmark for the Free-form Generations of Large Vision-Language Models Prannay Kaul Zhizhong Li Hao Yang Yonatan Dukler Ashwin Swaminathan C. Taylor Stefano Soatto HILM 60 16 0 08 May 2024
COMBO: Compositional World Models for Embodied Multi-Agent Cooperation Hongxin Zhang Zeyuan Wang Qiushi Lyu Zheyuan Zhang Sunli Chen Tianmin Shu Yilun Du Kwonjoon Lee Yilun Du Chuang Gan 48 12 0 16 Apr 2024
Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs Keen You Haotian Zhang E. Schoop Floris Weers Amanda Swearngin Jeffrey Nichols Yinfei Yang Zhe Gan MLLM 47 82 0 08 Apr 2024
WavLLM: Towards Robust and Adaptive Speech Large Language Model Shujie Hu Long Zhou Shujie Liu Sanyuan Chen Hongkun Hao ... Xunying Liu Jinyu Li S. Sivasankaran Linquan Liu Furu Wei AuLLM 21 43 0 31 Mar 2024
Borrowing Treasures from Neighbors: In-Context Learning for Multimodal Learning with Missing Modalities and Data Scarcity Zhuo Zhi Ziquan Liu M. Elbadawi Adam Daneshmend Mine Orlu Abdul Basit Andreas Demosthenous Miguel R. D. Rodrigues 36 2 0 14 Mar 2024
Embodied Understanding of Driving Scenarios Yunsong Zhou Linyan Huang Qingwen Bu Jia Zeng Tianyu Li Hang Qiu Hongzi Zhu Minyi Guo Yu Qiao Hongyang Li LM&Ro 62 31 0 07 Mar 2024
Visual Hallucinations of Multi-modal Large Language Models Wen Huang Hongbin Liu Minxin Guo Neil Zhenqiang Gong MLLM VLM 32 24 0 22 Feb 2024
Browse and Concentrate: Comprehending Multimodal Content via prior-LLM Context Fusion Ziyue Wang Chi Chen Yiqi Zhu Fuwen Luo Peng Li Ming Yan Ji Zhang Fei Huang Maosong Sun Yang Liu 46 5 0 19 Feb 2024