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• FLAME: Learning to Navigate with Multimodal LLM in Urban Environments

  Yunzhe Xu, Yiyuan Pan, Zhe Liu, Hesheng Wang

  9005-9013

  2025-04-11

• The Active Sensing Testbed

  Lee Stearns, Neil Fendley, Ashley J. Llorens

  16108-16110

  2021-05-18

• O3SLM: Open Weight, Open Data, and Open Vocabulary Sketch-Language Model

  Rishi Gupta, Mukilan Karuppasamy, Shyam Marjit, Aditay Tripathi, Anirban Chakraborty

  4511-4519

  2026-03-14

• Scaling Human-Centric Trustworthy Foundation Model via Advanced Reasoning and Agentic Frameworks

  Yi Ren (May) Fung

  39821-39821

  2026-03-14

• The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning

  Shentong Mo

  19484-19492

  2025-04-11

• Towards a Multimodal Large Language Model with Pixel-Level Insight for Biomedicine

  Xiaoshuang Huang, Lingdong Shen, Jia Liu, Fangxin Shang, Hongxiang Li, Haifeng Huang, Yehui Yang

  3779-3787

  2025-04-11

• RPTS: Tree-Structured Reasoning Process Scoring for Faithful Multimodal Evaluation

  Haofeng Wang, Yu Zhang

  33458-33466

  2026-03-14

• Entropy-Based Logic Explanations of Neural Networks

  Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Pietro Lió, Marco Gori, Stefano Melacci

  6046-6054

  2022-06-28

• Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference

  Bartosz Wójcik, Alessio Devoto, Karol Pustelnik, Pasquale Minervini, Simone Scardapane

  21510-21518

  2025-04-11

• Video Spatial Reasoning with Object-Centric 3D Rollout

  Haoran Tang, Meng Cao, Ruyang Liu, Xiaoxi Liang, Linglong Li, Ge Li, Xiaodan Liang

  9395-9403

  2026-03-14

• Multimodal Variational Autoencoder: A Barycentric View

  Peijie Qiu, Wenhui Zhu, Sayantan Kumar, Xiwen Chen, Jin Yang, Xiaotong Sun, Abolfazl Razi, Yalin Wang, Aristeidis Sotiras

  20060-20068

  2025-04-11

• Top-Down Semantic Refinement for Image Captioning

  Jusheng Zhang, Kaitong Cai, Jing Yang, Jian Wang, Chengpei Tang, Keze Wang

  12591-12599

  2026-03-14

• MedEyes: Learning Dynamic Visual Focus for Medical Progressive Diagnosis

  Chunzheng Zhu, Yangfang Lin, Shen Chen, Yijun Wang, Jianxin Lin

  13916-13924

  2026-03-14

• FUSE: Fine-Grained and Semantic-Aware Learning for Unified Image Understanding and Generation

  Peng Zhang, Wanggui He, Mushui Liu, Wenyi Xiao, Siyu Zou, Yuan Li, Xingjian Wang, Guanghao Zhang, Yanpeng Liu, Weilong Dai, Jinlong Liu, Shuyi Ying, Ruikai Zhou, Yunlong Yu, Yubo Tao, Hai Lin, Hao Jiang

  28355-28363

  2026-03-14

• DME-Driver: Integrating Human Decision Logic and 3D Scene Perception in Autonomous Driving

  Wencheng Han, Dongqian Guo, Cheng-Zhong Xu, Jianbing Shen

  3347-3355

  2025-04-11

• DMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog

  Feilong Chen, Fandong Meng, Jiaming Xu, Peng Li, Bo Xu, Jie Zhou

  7504-7511

  2020-04-03

• MaRS: A Multi-modality Very-high-resolution Remote Sensing Foundation Model with Cross-Granularity Meta-Modality Learning

  Ruoyu Yang, Yinhe Liu, Heng Yan, Yiheng Zhou, Yihan Fu, Han Luo, Yanfei Zhong

  11685-11693

  2026-03-14

• Connecting the Dots: Training-Free Visual Grounding via Agentic Reasoning

  Liqin Luo, Guangyao Chen, Xiawu Zheng, Yongxing Dai, Yixiong Zou, Yonghong Tian

  7671-7679

  2026-03-14

• Visually Grounded Commonsense Knowledge Acquisition

  Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Hai-Tao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun

  6583-6592

  2023-06-26

• SSCL: Adversarially Guided Image Compression via Semantic and Spectral Consistency Learning

  Wei Jiang, Yongqi Zhai, Jiayu Yang, Bohao Feng, Wenqiang Wang, Bo Huang, Lin Ding, Ronggang Wang

  14937-14945

  2026-03-14

• MARS: Multimodal Adaptive Reasoning Model for Avoiding Overthinking

  Tan Yue, Qiong Wu, Dongyan Zhao

  34539-34547

  2026-03-14

• CueBench: Advancing Unified Understanding of Context-Aware Video Anomalies in Real-World

  Yating Yu, Congqi Cao, Zhaoying Wang, Weihua Meng, Jie Li, Yuxin Li, Zihao Wei, Zhongpei Shen, Jiajun Zhang

  12187-12195

  2026-03-14

• Fractured Glass, Failing Cameras: Simulating Physics-Based Adversarial Samples for Autonomous Driving Systems

  Manav Prabhakar, Jwalandhar Girnar, Arpan Kusari

  8421-8429

  2026-03-14

• StyleDrive: Towards Driving-Style Aware Benchmarking of End-To-End Autonomous Driving

  Ruiyang Hao, Bowen Jing, Haibao Yu, Zaiqing Nie

  4627-4635

  2026-03-14

• Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective

  Can Jin, Tianjin Huang, Yihua Zhang, Mykola Pechenizkiy, Sijia Liu, Shiwei Liu, Tianlong Chen

  4111-4119

  2025-04-11