10 papers
PRISM: Product Retrieval In Shopping Carts using Hybrid Matching
Arda Kabadayi, Senem Velipasalar, Jiajing Chen
Compared to traditional image retrieval tasks, product retrieval in retail settings is even more challenging. Products of the same type from different brands may have highly simila…
Trans-CBCT: A Dual-Transformer Framework for Sparse-View CBCT Reconstruction
Minmin Yang, Huantao Ren, Senem Velipasalar
Cone-beam computed tomography (CBCT) using only a few X-ray projection views enables faster scans with lower radiation dose, but the resulting severe under-sampling causes strong a…
DG-MVP: 3D Domain Generalization via Multiple Views of Point Clouds for Classification
Huantao Ren, Minmin Yang, Senem Velipasalar
Deep neural networks have achieved significant success in 3D point cloud classification while relying on large-scale, annotated point cloud datasets, which are labor-intensive to b…
3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap
Minmin Yang, Huantao Ren, Senem Velipasalar
Existing zero-shot 3D point cloud segmentation methods often struggle with limited transferability from seen classes to unseen classes and from semantic to visual space. To allevia…
LVP-CLIP:Revisiting CLIP for Continual Learning with Label Vector Pool
Yue Ma, Huantao Ren, Boyu Wang +3
Continual learning aims to update a model so that it can sequentially learn new tasks without forgetting previously acquired knowledge. Recent continual learning approaches often l…
CLIP-BEVFormer: Enhancing Multi-View Image-Based BEV Detector with Ground Truth Flow
Chenbin Pan, Burhaneddin Yaman, Senem Velipasalar +1
Autonomous driving stands as a pivotal domain in computer vision, shaping the future of transportation. Within this paradigm, the backbone of the system plays a crucial role in int…