Title
Towards a Foundation Model for Partial Differential Equations Across Physics Domains Eduardo Soares E. V. Brazil Victor Shirasuna Breno W. S. R. de Carvalho Cristiano Malossi AI4CE 89 0 0 26 Nov 2025
Code-driven Number Sequence Calculation: Enhancing the inductive Reasoning Abilities of Large Language Models Kedi Chen Zhikai Lei Xu Guo Xuecheng Wu Siyuan Zeng ... J. Zhou Liang He Qipeng Guo Kai Chen Wei-na Zhang AIMat AI4TS LRM 283 0 0 16 Oct 2025
GeoArena: An Open Platform for Benchmarking Large Vision-language Models on WorldWide Image Geolocalization Pengyue Jia Yingyi Zhang Xiangyu Zhao Yixuan Li 188 1 0 04 Sep 2025
DOMR: Establishing Cross-View Segmentation via Dense Object Matching Jitong Liao Yulu Gao Shaofei Huang Jialin Gao Jie Lei Ronghua Liang Si Liu 173 1 0 06 Aug 2025
R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Futian Wang Yuhan Qiao Xiao Wang Fuling Wang Yuxiang Zhang Dengdi Sun MedIm 101 1 0 05 Aug 2025
Revisiting Heat Flux Analysis of Tungsten Monoblock Divertor on EAST using Physics-Informed Neural Network Xiao Wang Zikang Yan Hao Si Zhendong Yang Qingquan Yang Dengdi Sun Wanli Lyu Jin Tang 98 0 0 05 Aug 2025
HGTS-Former: Hierarchical HyperGraph Transformer for Multivariate Time Series Analysis Xiao Wang Hao Si Fan Zhang Xiaoya Zhou Dengdi Sun Wanli Lyu Qingquan Yang Jin Tang AI4TS 354 1 0 04 Aug 2025
When Person Re-Identification Meets Event Camera: A Benchmark Dataset and An Attribute-guided Re-Identification Framework Xiao Wang Qian Zhu Shujuan Wu Bo Jiang Shiliang Zhang 173 0 0 18 Jul 2025
DCR: Quantifying Data Contamination in LLMs Evaluation Cheng Xu Nan Yan Shuhao Guan Changhong Jin Yuke Mei Yibing Guo Mohand-Tahar Kechadi 161 1 0 15 Jul 2025
ReID5o: Achieving Omni Multi-modal Person Re-identification in a Single Model Jialong Zuo Yongtai Deng Mengdan Tan Rui Jin Dongyue Wu Nong Sang Liang Pan Changxin Gao 207 0 0 11 Jun 2025
Latent Structured Hopfield Network for Semantic Association and Retrieval Chong Li Xiangyang Xue Jianfeng Feng Taiping Zeng BDL CLL 127 0 0 02 Jun 2025
Towards Low-Latency Event Stream-based Visual Object Tracking: A Slow-Fast Approach Shiao Wang Xiao Wang Liye Jin Bo Jiang Lin Zhu Lan Chen Yonghong Tian Bin Luo 242 1 0 19 May 2025
Simple yet Effective Semi-supervised Knowledge Distillation from Vision-Language Models via Dual-Head Optimization Seongjae Kang Dong Bok Lee Hyungjoon Jang Sung Ju Hwang VLM 396 1 0 12 May 2025
Multi-agent Embodied AI: Advances and Future Directions Zhaohan Feng Ruiqi Xue Lei Yuan Yang Yu Ning Ding M. Liu Bingzhao Gao Jian Sun Xinhu Zheng Gang Wang AI4CE 492 24 0 08 May 2025
A Visual RAG Pipeline for Few-Shot Fine-Grained Product Classification Bianca Lamm J. Keuper VLM AI4TS 319 1 0 16 Apr 2025
R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt TuningComputer Vision and Pattern Recognition (CVPR), 2025 Lijun Sheng Jian Liang Liang Luo Ran He AAML VLM 356 12 0 15 Apr 2025
Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models?Computer Vision and Pattern Recognition (CVPR), 2025 Yanbo Wang Jiyang Guan Jian Liang Ran He 345 3 0 14 Apr 2025
Frontier AI's Impact on the Cybersecurity Landscape Wenbo Guo Wenbo Guo Tianneng Shi Yu Yang Andy Zhang Patrick Gage Kelley Kurt Thomas Kurt Thomas Dawn Song 487 12 0 07 Apr 2025
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAGNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Pingyu Wu Daiheng Gao Jing Tang Huimin Chen Wenbo Zhou Weinan Zhang Nenghai Yu 199 1 0 17 Mar 2025
SAM2 for Image and Video Segmentation: A Comprehensive Survey Zhang Jiaxing Tang Hao VLM 318 13 0 17 Mar 2025
Code-Driven Inductive Synthesis: Enhancing Reasoning Abilities of Large Language Models with Sequences Kedi Chen Zhikai Lei Fan Zhang Yinqi Zhang Qin Chen Jie Zhou Liang He Qipeng Guo Kai Chen Wei-na Zhang ELM LRM 227 4 0 17 Mar 2025
MACS: Multi-source Audio-to-image Generation with Contextual Significance and Semantic Alignment Hao Zhou Xiaobao Guo Yuzhe Zhu A. Kong DiffM 418 1 0 13 Mar 2025
Multi-Modal Foundation Models for Computational Pathology: A Survey Dong Li Guihong Wan Xintao Wu Xinyu Wu Xiaohui Chen Yi He Christine G. Lian Peter K. Sorger Yevgeniy R. Semenov Chen Zhao MedIm 412 5 0 12 Mar 2025
Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and BeyondComputer Vision and Pattern Recognition (CVPR), 2025 Guanyao Wu Haoyu Liu Hongming Fu Yichuan Peng Jinyuan Liu Xin-Yue Fan Risheng Liu 370 23 0 03 Mar 2025
MV-MATH: Evaluating Multimodal Math Reasoning in Multi-Visual ContextsComputer Vision and Pattern Recognition (CVPR), 2025 Peijie Wang Zhong-Zhi Li Fei Yin Xin Yang Dekang Ran Cheng-Lin Liu LRM 558 26 0 28 Feb 2025
Mixtraining: A Better Trade-Off Between Compute and Performance Zexin Li Jiancheng Zhang Yufei Li Yinglun Zhu Cong Liu 227 1 0 26 Feb 2025
XiHeFusion: Harnessing Large Language Models for Science Communication in Nuclear Fusion Xinyu Wang Qingquan Yang Fuling Wang Qiang Chen Wentao Wu ... Wanli Lv Meiwen Chen Zehua Chen Guosheng Xu Jin Tang AI4CE 241 1 0 08 Feb 2025
Large Multimodal Models for Low-Resource Languages: A Survey Marian Lupascu Ana-Cristina Rogoz Mihai-Sorin Stupariu Radu Tudor Ionescu 374 3 0 08 Feb 2025
Mask-informed Deep Contrastive Incomplete Multi-view Clustering Zhenglai Li Yuqi Shi Xiao He Chang-Fu Tang 327 0 0 04 Feb 2025
Towards Visual Grounding: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Linhui Xiao Xiaoshan Yang X. Lan Yaowei Wang Changsheng Xu ObjD 927 27 0 28 Dec 2024
Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Linhai Zhuo Zheng Wang Yuqian Fu Tianwen Qian VLM 365 6 0 01 Dec 2024
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal ReasoningComputer Vision and Pattern Recognition (CVPR), 2024 Di Zhang Jingdi Lei Junxian Li Xunzhi Wang Yong Liu ... Steve Yang Jianbo Wu Peng Ye Wanli Ouyang Dongzhan Zhou OffRL LRM 547 27 0 27 Nov 2024
On the ERM Principle in Meta-Learning Yannay Alon Steve Hanneke Shay Moran Uri Shalit CLL LRM 257 2 0 26 Nov 2024
Optimized Vessel Segmentation: A Structure-Agnostic Approach with Small Vessel Enhancement and Morphological Correction Dongning Song Weijian Huang Jiarun Liu Md Jahidul Islam Hao Yang Shanshan Wang 287 1 0 22 Nov 2024
MMGenBench: Fully Automatically Evaluating LMMs from the Text-to-Image Generation Perspective Hailang Huang Yong Wang Zixuan Huang Huaqiu Li Tongwen Huang Xiangxiang Chu Richong Zhang MLLM LM&MA EGVM 289 1 0 21 Nov 2024
Multimodal large language model for wheat breeding: a new exploration of smart breedingIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2024 Guofeng Yang Yu Li Yong He Zhenjiang Zhou Lingzhen Ye Hui Fang Yiqi Luo Xuping Feng 210 5 0 20 Nov 2024
Over-parameterized Student Model via Tensor Decomposition Boosted Knowledge DistillationNeural Information Processing Systems (NeurIPS), 2024 Yu-Liang Zhan Zhong-Yi Lu Hao Sun Ze-Feng Gao 238 2 0 10 Nov 2024
Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging Li Shen Anke Tang Enneng Yang G. Guo Yong Luo Lefei Zhang Xiaochun Cao Di Lin Dacheng Tao MoMe 195 16 0 29 Oct 2024
MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays, ECGs, and Diagnostic Report Samrajya Thapa Koushik Howlader Subhankar Bhattacharjee Wei le MedIm 315 4 0 21 Oct 2024
SNN-PAR: Energy Efficient Pedestrian Attribute Recognition via Spiking Neural Networks Haiyang Wang Qian Zhu Mowen She Yabo Li Haoyu Song Minghe Xu Xiao Wang ViT 170 1 0 10 Oct 2024
ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection Yibo Yan Shen Wang Jiahao Huo Hang Li Yangqiu Song ... Kun Wang Hui Xiong Philip S. Yu Xuming Hu Qingsong Wen LRM 236 33 0 06 Oct 2024
Leopard: A Vision Language Model For Text-Rich Multi-Image Tasks Mengzhao Jia Wenhao Yu Kaixin Ma Tianqing Fang Z. Zhang Siru Ouyang Hongming Zhang Meng Jiang Dong Yu VLM 333 11 0 02 Oct 2024
CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus DatasetComputer Vision and Pattern Recognition (CVPR), 2024 Xiao Wang Fuling Wang Yuehang Li Qingchuan Ma Shiao Wang Bo Jiang Chuanfu Li Jin Tang 310 15 0 01 Oct 2024
Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical TestingDe Computis (DC), 2024 Huthaifa I. Ashqar Ahmed Jaber Taqwa I. Alhadidi Mohammed Elhenawy 317 19 0 26 Sep 2024
Unleashing the Potential of SAM2 for Biomedical Images and Videos: A Survey Yichi Zhang Zhenrong Shen VLM 313 21 0 23 Aug 2024
Segment Anything for Videos: A Systematic Survey Chunhui Zhang Yawen Cui Weilin Lin Guanjie Huang Yan Rong Li Liu Shiguang Shan VLM 234 11 0 31 Jul 2024
A Unified Graph Transformer for Overcoming Isolations in Multi-modal RecommendationACM Conference on Recommender Systems (RecSys), 2024 Zixuan Yi I. Ounis 188 14 0 29 Jul 2024
SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification Heng Fang Shengyue Huang Wenhao Tang Luwen Huangfu Bo Liu VLM 171 10 0 25 Jul 2024
SFPrompt: Communication-Efficient Split Federated Fine-Tuning for Large Pre-Trained Models over Resource-Limited Devices Linxiao Cao Yifei Zhu Wei Gong FedML 182 5 0 24 Jul 2024
GPT Sonograpy: Hand Gesture Decoding from Forearm Ultrasound Images via VLM Keshav Bimbraw Ye Wang Jing Liu T. Koike-Akino VLM MedIm LM&MA 196 4 0 15 Jul 2024