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• 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

• Explanation Consistency Training: Facilitating Consistency-Based Semi-Supervised Learning with Interpretability

  Tao Han, Wei-Wei Tu, Yu-Feng Li

  7639-7646

  2021-05-18

• Semore: VLM-guided Enhanced Semantic Motion Representations for Visual Reinforcement Learning

  Wentao Wang, Chunyang Liu, Kehua Sheng, Bo Zhang, Yan Wang

  10154-10162

  2026-03-14

• GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs

  Maizhen Ning, Zihao Zhou, Qiufeng Wang, Xiaowei Huang, Kaizhu Huang

  24957-24965

  2025-04-11

• RoadSceneVQA: Benchmarking Visual Question Answering in Roadside Perception Systems for Intelligent Transportation System

  Runwei Guan, Rongsheng Hu, Shangshu Chen, Ningyuan Xiao, Xue Xia, Jiayang Liu, Beibei Chen, Ziren Tang, Ningwei Ouyang, Shaofeng Liang, Yuxuan Fan, Wanjie Sun, Yutao Yue

  4366-4375

  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

• V2Xum-LLM: Cross-Modal Video Summarization with Temporal Prompt Instruction Tuning

  Hang Hua, Yunlong Tang, Chenliang Xu, Jiebo Luo

  3599-3607

  2025-04-11

• Benchmarking XAI Explanations with Human-Aligned Evaluations

  Rémi Kazmierczak, Steve Azzolin, Eloïse Berthier, Anna Hedström, Patricia Delhomme, David Filliat, Nicolas Bousquet, Goran Frehse, Massimiliano Mancini, Baptiste Caramiaux, Andrea Passerini, Gianni Franchi

  37491-37500

  2026-03-14

• 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

• 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

• DySy-Det: A Synergistic Framework with Dynamic Reconstruction-Path Consistency for AI-Generated Image Detection

  Fanli Jin, Feng Lin, Gaojian Wang, Tong Wu, Zhisheng Yan

  35571-35579

  2026-03-14

• IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis

  Yuji Wang, Jingchen Ni, Yong Liu, Chun Yuan, Yansong Tang

  8159-8168

  2025-04-11

• VTD-CLIP: Video-to-Text Discretization via Prompting CLIP

  Wencheng Zhu, Yuexin Wang, Hongxuan Li, Pengfei Zhu

  13979-13987

  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

• TSPO: Temporal Sampling Policy Optimization for Long-form Video Language Understanding

  Canhui Tang, Zifan Han, Hongbo Sun, Sanping Zhou, Xuchong Zhang, Xin Wei, Ye Yuan, Huayu Zhang, Jinglin Xu, Hao Sun

  9368-9376

  2026-03-14

• MARS: Multimodal Adaptive Reasoning Model for Avoiding Overthinking

  Tan Yue, Qiong Wu, Dongyan Zhao

  34539-34547

  2026-03-14

• 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

• MedEyes: Learning Dynamic Visual Focus for Medical Progressive Diagnosis

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

  13916-13924

  2026-03-14

• Multi-Agent VLMs Guided Self-Training with PNU Loss for Low-Resource Offensive Content Detection

  Han Wang, Deyi Ji, Junyu Lu, Lanyun Zhu, Hailong Zhang, Haiyang Wu, Liqun Liu, Peng Shu, Roy Ka-Wei Lee

  39387-39396

  2026-03-14

• Not All Tokens and Heads Are Equally Important: Dual-Level Attention Intervention for Hallucination Mitigation

  Lexiang Tang, Xianwei Zhuang, Bang Yang, Zhiyuan Hu, Hongxiang Li, Lu Ma, Jinghan Ru, Yuexian Zou

  9439-9447

  2026-03-14

• NeSyFOLD: A Framework for Interpretable Image Classification

  Parth Padalkar, Huaduo Wang, Gopal Gupta

  4378-4387

  2024-03-24

• CreBench: Human-Aligned Creativity Evaluation from Idea to Process to Product

  Kaiwen Xue, Chenglong Li, Zhonghong Ou, Guoxin Zhang, Kaoyan Lu, Shuai Lyu, Yifan Zhu, Ping Zong, Junpeng Ding, Xinyu Liu, Qunlin Chen, Weiwei Qin, Yiran Shen, Jiayi Cen

  27441-27449

  2026-03-14

• Generative Decision Making Under Uncertainty

  Aditya Grover

  15440-15440

  2024-07-15

• Aligning Cross-View Visual Geometries in LVLMs Through Human-Like Reasoning Learning

  Yuming Qiao, Liang Luo, Dan Meng, Yifan Yang, Qingyuan Wang, Juntuo Wang, Yuwei Zhang, Ru Zhen, Yanhao Zhang, Haonan Lu, Xudong Zhang

  19345-19353

  2026-03-14