1k citations
- University of the Basque CountryES35 papers
- Chinese Academy of SciencesCN25 papers
- Fudan UniversityCN20 papers
- Institute of Theoretical PhysicsCN20 papers
- Centre National de la Recherche ScientifiqueFR18 papers
- North Carolina State UniversityUS17 papers
- University of Chinese Academy of SciencesCN16 papers
- IkerbasqueES12 papers
- Shanghai Jiao Tong UniversityCN11 papers
- Lanzhou UniversityCN10 papers
- National University of SingaporeSG10 papers
- Jiangsu Ocean UniversityCN9 papers
33 papers · 1 filter
PKI: Prior Knowledge-Infused Neural Network for Few-Shot Class-Incremental Learning
Kexin Baoa, Fanzhao Lin, Zichen Wang +3
Few-shot class-incremental learning (FSCIL) aims to continually adapt a model on a limited number of new-class examples, facing two well-known challenges: catastrophic forgetting a…
Divide and Conquer: Static-Dynamic Collaboration for Few-Shot Class-Incremental Learning
Kexin Bao, Daichi Zhang, Yong Li +2
Few-shot class-incremental learning (FSCIL) aims to continuously recognize novel classes under limited data, which suffers from the key stability-plasticity dilemma: balancing the…
I2CR: Intra- and Inter-modal Collaborative Reflections for Multimodal Entity Linking
Ziyan Liu, Junwen Li, Kaiwen Li +6
Multimodal entity linking plays a crucial role in a wide range of applications. Recent advances in large language model-based methods have become the dominant paradigm for this tas…
Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation
Zheng Xiangyu, He Songcheng, Li Wanyun +2
Unsupervised Video Object Segmentation (UVOS) aims to predict pixel-level masks for the most salient objects in videos without any prior annotations. While memory mechanisms have b…
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs
Ziyun Dai, Xiaoqiang Li, Shaohua Zhang +2
Large Vision-Language Models (LVLMs) have demonstrated remarkable capabilities in visual understanding and multimodal reasoning. However, LVLMs frequently exhibit hallucination phe…
High Efficiency Wiener Filter-based Point Cloud Quality Enhancement for MPEG G-PCC
Yuxuan Wei, Zehan Wang, Tian Guo +3
Point clouds, which directly record the geometry and attributes of scenes or objects by a large number of points, are widely used in various applications such as virtual reality an…