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• DAVSP: Safety Alignment for Large Vision-Language Models via Deep Aligned Visual Safety Prompt

  Yitong Zhang, Jia Li, Liyi Cai, Ge Li

  38111-38119

  2026-03-14

• CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models

  Zihui Cheng, Qiguang Chen, Jin Zhang, Hao Fei, Xiaocheng Feng, Wanxiang Che, Min Li, Libo Qin

  23678-23686

  2025-04-11

• Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow

  Jiaqi Bai, Hongcheng Guo, Zhongyuan Peng, Jian Yang, Zhoujun Li, Mohan Li, Zhihong Tian

  23442-23450

  2025-04-11

• Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun Resolution

  Emily McMilin

  18778-18788

  2024-03-24

• Mx2M: Masked Cross-Modality Modeling in Domain Adaptation for 3D Semantic Segmentation

  Boxiang Zhang, Zunran Wang, Yonggen Ling, Yuanyuan Guan, Shenghao Zhang, Wenhui Li

  3401-3409

  2023-06-26

• VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis

  Chao Pang, Xingxing Weng, Jiang Wu, Jiayu Li, Yi Liu, Jiaxing Sun, Weijia Li, Shuai Wang, Litong Feng, Gui-Song Xia, Conghui He

  6381-6388

  2025-04-11

• Suit the Remedy to the Retriever: Interpretable Query Optimization with Retriever Preference Alignment for Vision-Language Retrieval

  GuangHao Meng, Jinpeng Wang, Jieming Zhu, Letian Zhang, Yong Jiang, Dan Zhao, Qing Li

  7963-7971

  2026-03-14

• RobusTor3D: Robust Multimodal 3D Object Detector for Autonomous Driving by Vision-Language Knowledge Blending

  Ying Yang, Hui Yin, Aixin Chong, Hui Wang, Zhengyin Liang

  11775-11783

  2026-03-14

• LoGIC: Multi-LoRA Guided Importance Consensus for Multi-Task Pruning in Vision Transformers

  Yu-Hong Chou, Rui Fang, Hsi-Wen Chen, Ming-Syan Chen

  20588-20596

  2026-03-14

• MonoDream: Monocular Vision-Language Navigation with Panoramic Dreaming

  Shuo Wang, Yongcai Wang, Zhaoxin Fan, Yucheng Wang, Maiyue Chen, Kaihui Wang, Zhizhong Su, Wanting Li, Xudong Cai, Yeying Jin, Deying Li

  10074-10082

  2026-03-14

• OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model

  Xingcheng Zhou, Xuyuan Han, Feng Yang, Yunpu Ma, Volker Tresp, Alois Knoll

  13782-13790

  2026-03-14

• SkyMoE: A Vision-Language Foundation Model for Enhancing Geospatial Interpretation with Mixture of Experts

  Jiaqi Liu, Ronghao Fu, Lang Sun, Haoran Liu, Xiao Yang, Weipeng Zhang, Xu Na, Zhuoran Duan, Bo Yang

  7168-7178

  2026-03-14

• SeqWalker: Sequential-Horizon Vision-and-Language Navigation with Hierarchical Planning

  Zebin Han, Xudong Wang, Baichen Liu, Qi Lyu, Zhenduo Shang, Jiahua Dong, Lianqing Liu, Zhi Han

  18279-18287

  2026-03-14

• EnViT: Enhancing the Performance of Early-Exit Vision Transformers via Exit-Aware Structured Dropout-Enabled Self-Distillation

  Yonghao Dong, Qiang He, Penghong Rui, Zhenzhe Zheng, Zhao Li, Feifei Chen, Hai Jin, Yun Yang

  20852-20860

  2026-03-14

• Leveraging Large Vision-Language Model as User Intent-Aware Encoder for Composed Image Retrieval

  Zelong Sun, Dong Jing, Guoxing Yang, Nanyi Fei, Zhiwu Lu

  7149-7157

  2025-04-11

• Stop! Planner Time: Metareasoning for Probabilistic Planning Using Learned Performance Profiles

  Matthew Budd, Bruno Lacerda, Nick Hawes

  20053-20060

  2024-03-24

• NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation

  Yuan Gao, Hao Wu, Fan Xu, Yanfei Xiang, Ruijian Gou, Ruiqi Shu, Qingsong Wen, Xian Wu, Kun Wang, Xiaomeng Huang

  14756-14764

  2026-03-14

• Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA

  Zhan Fa, Yue Duan, Jian Zhang, Lei Qi, Wanqi Yang, Yinghuan Shi

  20985-20993

  2026-03-14

• FreeNet: Liberating Depth-Wise Separable Operations for Building Faster Mobile Vision Architectures

  Hao Yu, Haoyu Chen, Wei Peng, Xu Cheng, Guoying Zhao

  9607-9615

  2025-04-11

• HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment

  Letian Zhang, GuangHao Meng, XuDong Ren, Jinpeng Wang

  28283-28291

  2026-03-14

• S3Net: Spatiotemporally Separated Sparse Network for Neuromorphic Vision Processing

  Ping He, Rong Xiao, Wanying Xu, Chenwei Tang, Shudong Huang, Huajin Tang

  4663-4671

  2026-03-14

• CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models

  Dan Shi, Chaobin You, Jiantao Huang, Taihao Li, Deyi Xiong

  18952-18960

  2024-03-24

• Learning to Unlearn: Instance-Wise Unlearning for Pre-trained Classifiers

  Sungmin Cha, Sungjun Cho, Dasol Hwang, Honglak Lee, Taesup Moon, Moontae Lee

  11186-11194

  2024-03-24

• LOGICDEF: An Interpretable Defense Framework against Adversarial Examples via Inductive Scene Graph Reasoning

  Yuan Yang, James C Kerce, Faramarz Fekri

  8840-8848

  2022-06-28

• Generating Images of Rare Concepts Using Pre-trained Diffusion Models

  Dvir Samuel, Rami Ben-Ari, Simon Raviv, Nir Darshan, Gal Chechik

  4695-4703

  2024-03-24