Selected Publications (*: Co-first author, †: Corresponding author)
SceneSplat preview SceneSplat alt view
Conference Scenesplat: Gaussian splatting-based scene understanding with vision-language pretraining
Yue Li*, Qi Ma*, Runyi Yang, Huapeng Li, Mengjiao Ma, Bin Ren†, Nikola Popovic, Nicu Sebe, Ender Konukoglu, Theo Gevers, Luc Van Gool, Martin R. Oswald, Danda Pani Paudel,
International Conference on Computer Vision (ICCV), 2025, 📣 Oral
paper / webpage / code / bibtex
ObjectRelator preview ObjectRelator alt view
Conference Objectrelator: Enabling cross-view object relation understanding in ego-centric and exo-centric videos
Yuqian Fu, Runze Wang, Bin Ren, Guolei Sun, Biao Gong, Yanwei Fu, Danda Pani Paudel, Xuanjing Huang, Luc Van Gool
International Conference on Computer Vision (ICCV), 2025, 💡Highlight
paper / webpage / code / bibtex
ShapeSplat preview ShapeSplat alt view
Conference ShapeSplat: A Large-scale Dataset of Gaussian Splats and Their Self-Supervised Pretraining
Qi Ma*, Yue Li*, Bin Ren†, Nicu Sebe, Ender Konukoglu, Theo Gevers, Luc Van Gool, Danda Pani Paudel,
International Conference on 3D Vision (3DV), 2025, 📣 Oral
paper / webpage / code / bibtex
SemanIR preview SemanIR alt view
Conference Sharing Key Semantics in Transformer Makes Efficient Image Restoration
Bin Ren, Yawei Li†, Jingyun Liang, Rakesh Ranjan, Mengyuan Liu, Rita Cucchiara, Luc Van Gool, Ming-Hsuan Yang, Nicu Sebe
Advances in Neural Information Processing Systems (NeurIPS), 2024
paper / code / bibtex
CMAE preview CMAE alt view
Conference Bringing Masked Autoencoders Explicit Contrastive Properties for Point Cloud Self-Supervised Learning
Bin Ren, Guofeng Mei, Danda Pani Paudel, Weijie Wang, Yawei Li, Mengyuan Liu†, Rita Cucchiara, Luc Van Gool, Nicu Sebe
Asian Conference on Computer Vision (ACCV), 2024
paper / code / bibtex
CIT preview CIT alt view
Journal Cloth Interactive Transformer for Virtual Try-On
Bin Ren, Hao Tang, Fanyang Meng, Runwei Ding, Philip Hs Torr, Nicu Sebe
Transactions on Multimedia Computing Communications and Applications (ACM ToMM), 2023
paper / code / bibtex
MJP preview MJP alt view
Conference Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers
Bin Ren*, Yahui Liu*, Yue Song, Wei Bi, Rita Cucchiara, Nicu Sebe, Wei Wang†
Computer Vision and Pattern Recognition (CVPR), 2023
paper / code / bibtex
PI-Trans preview PI-Trans alt view
Conference PI-Trans: Parallel-ConvMLP and Implicit-Transformation Based GAN for Cross-View Image Translation
Bin Ren, Hao Tang, Yiming Wang, Xia Li, Wei Wang, Nicu Sebe
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
paper / code / bibtex