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

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

  7639-7646

  2021-05-18

• Unveiling the Knowledge of CLIP for Training-Free Open-Vocabulary Semantic Segmentation

  Yajie Liu, Guodong Wang, Jinjin Zhang, Qingjie Liu, Di Huang

  5649-5657

  2025-04-11

• TC-LLaVA: Rethinking the Transfer of LLava from Image to Video Understanding with Temporal Considerations

  Mingze Gao, Jingyu Liu, Mingda Li, Jiangtao Xie, Qingbin Liu, Kevin Zhao, Xi Chen, Hui Xiong

  3086-3094

  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

• 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

• Top-Down Semantic Refinement for Image Captioning

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

  12591-12599

  2026-03-14

• L2V-CoT: Cross-Modal Transfer of Chain-of-Thought Reasoning via Latent Intervention

  Yu-Liang Zhan, Xinyu Tang, Han Wan, Jian Li, Jirong Wen, Hao Sun

  12358-12366

  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

• The Active Sensing Testbed

  Lee Stearns, Neil Fendley, Ashley J. Llorens

  16108-16110

  2021-05-18

• 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

• 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

• 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

• Generative Decision Making Under Uncertainty

  Aditya Grover

  15440-15440

  2024-07-15

• Entropy-Based Logic Explanations of Neural Networks

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

  6046-6054

  2022-06-28

• 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

• 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

• CoLAL: Co-learning Active Learning for Text Classification

  Linh Le, Genghong Zhao, Xia Zhang, Guido Zuccon, Gianluca Demartini

  13337-13345

  2024-03-24

• DriveFlow: Rectified Flow Adaptation for Robust 3D Object Detection in Autonomous Driving

  Hongbin Lin, Yiming Yang, Chaoda Zheng, Yifan Zhang, Shuaicheng Niu, Zilu Guo, Yafeng Li, Gui Gui, Shuguang Cui, Zhen Li

  6943-6951

  2026-03-14

• MARS: Multimodal Adaptive Reasoning Model for Avoiding Overthinking

  Tan Yue, Qiong Wu, Dongyan Zhao

  34539-34547

  2026-03-14

• 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

• Harnessing Textual Semantic Priors for Knowledge Transfer and Refinement in CLIP-Driven Continual Learning

  Lingfeng He, De Cheng, Di Xu, Huaijie Wang, Nannan Wang

  21645-21653

  2026-03-14

• Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference

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

  21510-21518

  2025-04-11

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

  Shentong Mo

  19484-19492

  2025-04-11

• 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

• Look as You Think: Unifying Reasoning and Visual Evidence Attribution for Verifiable Document RAG via Reinforcement Learning

  Shuochen Liu, Pengfei Luo, Chao Zhang, Yuhao Chen, Haotian Zhang, Qi Liu, Xin Kou, Tong Xu, Enhong Chen

  32159-32167

  2026-03-14