Bin Ren

According to our database, Bin Ren authored at least 48 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

DSGC-Net: A Dual-Stream Graph Convolutional Network for Crowd Counting via Feature Correlation Mining.

Yihong Wu, Jinqiao Wei, Xionghui Zhao, Yidi Li, Shaoyi Du, Bin Ren, Nicu Sebe

CoRR, September, 2025

AIM 2025 challenge on Inverse Tone Mapping Report: Methods and Results.

Chao Wang, Francesco Banterle, Bin Ren, Radu Timofte, Xin Lu, Yufeng Peng, Chengjie Ge, Zhijing Sun, Ziang Zhou, Zihao Li, Zishun Liao, Qiyu Kang, Xueyang Fu, Zheng-Jun Zha, Zhijing Sun, Xingbo Wang, Kean Liu, Senyan Xu, Yang Qiu, Yifan Ding, Gabriel Eilertsen, Jonas Unger, Zihao Wang, Ke Wu, Jinshan Pan, Zhen Liu, Zhongyang Li, Shuaicheng Liu, S. M. Nadim Uddin

CoRR, August, 2025

Masked Clustering Prediction for Unsupervised Point Cloud Pre-training.

Bin Ren, Xiaoshui Huang, Mengyuan Liu, Hong Liu, Fabio Poiesi, Nicu Sebe, Guofeng Mei

CoRR, August, 2025

SceneSplat++: A Large Dataset and Comprehensive Benchmark for Language Gaussian Splatting.

Mengjiao Ma, Qi Ma, Yue Li, Jiahuan Cheng, Runyi Yang, Bin Ren, Nikola Popovic, Mingqiang Wei, Nicu Sebe, Luc Van Gool, Theo Gevers, Martin R. Oswald, Danda Pani Paudel

CoRR, June, 2025

EarthMind: Towards Multi-Granular and Multi-Sensor Earth Observation with Large Multimodal Models.

Yan Shu, Bin Ren, Zhitong Xiong, Danda Pani Paudel, Luc Van Gool, Begüm Demir, Nicu Sebe, Paolo Rota

CoRR, June, 2025

3D Skeleton-Based Action Recognition: A Review.

Mengyuan Liu, Hong Liu, Qianshuo Hu, Bin Ren, Junsong Yuan, Jiaying Lin, Jiajun Wen

CoRR, June, 2025

Inverse Virtual Try-On: Generating Multi-Category Product-Style Images from Clothed Individuals.

Davide Lobba, Fulvio Sanguigni, Bin Ren, Marcella Cornia, Rita Cucchiara, Nicu Sebe

CoRR, May, 2025

Self-Supervised and Generalizable Tokenization for CLIP-Based 3D Understanding.

Guofeng Mei, Bin Ren, Juan Liu, Luigi Riz, Xiaoshui Huang, Xu Zheng, Yongshun Gong, Ming-Hsuan Yang, Nicu Sebe, Fabio Poiesi

CoRR, May, 2025

Manifold-aware Representation Learning for Degradation-agnostic Image Restoration.

Bin Ren, Yawei Li, Xu Zheng, Yuqian Fu, Danda Pani Paudel, Ming-Hsuan Yang, Luc Van Gool, Nicu Sebe

CoRR, May, 2025

MLLMs are Deeply Affected by Modality Bias.

Xu Zheng, Chenfei Liao, Yuqian Fu, Kaiyu Lei, Yuanhuiyi Lyu, Lutao Jiang, Bin Ren, Jialei Chen, Jiawen Wang, Chengxin Li, Linfeng Zhang, Danda Pani Paudel, Xuanjing Huang, Yu-Gang Jiang, Nicu Sebe, Dacheng Tao, Luc Van Gool, Xuming Hu

CoRR, May, 2025

Adversarial Robustness for Unified Multi-Modal Encoders via Efficient Calibration.

Chih-Ting Liao, Bin Ren, Guofeng Mei, Xu Zheng

CoRR, May, 2025

Any Image Restoration via Efficient Spatial-Frequency Degradation Adaptation.

Bin Ren, Eduard Zamfir, Zongwei Wu, Yawei Li, Yidi Li, Danda Pani Paudel, Radu Timofte, Ming-Hsuan Yang, Luc Van Gool, Nicu Sebe

CoRR, April, 2025

The Tenth NTIRE 2025 Image Denoising Challenge Report.

Lei Sun, Hang Guo, Bin Ren, Luc Van Gool, Radu Timofte, Yawei Li, Xiangyu Kong, Hyunhee Park, Xiaoxuan Yu, Suejin Han, Hakjae Jeon, Jia Li, Hyungju Chun, Donghun Ryou, Inju Ha, Bohyung Han, Jingyu Ma, Zhijuan Huang, Huiyuan Fu, Hongyuan Yu, Boqi Zhang, Jiawei Shi, Heng Zhang, Huadong Ma, Deepak Kumar Tyagi, Aman Kukretti, Gajender Sharma, Sriharsha Koundinya, Asim Manna, Jun Cheng, Shan Tan, Jun Liu, Jiangwei Hao, Jianping Luo, Jie Lu, Satya Narayan Tazi, Arnim Gautam, Aditi Pawar, Aishwarya Joshi, Akshay Dudhane, Praful Hambadre, Sachin Chaudhary, Santosh Kumar Vipparthi, Subrahmanyam Murala, Jiachen Tu, Nikhil Akalwadi, Vijayalaxmi Ashok Aralikatti, Dheeraj Damodhar Hegde, G. Gyaneshwar Rao, Jatin Kalal, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudenagudi, Zhenyuan Lin, Yubo Dong, Weikun Li, Anqi Li, Ang Gao, Weijun Yuan, Zhan Li, Ruting Deng, Yihang Chen, Yifan Deng, Zhanglu Chen, Boyang Yao, Shuling Zheng, Feng Zhang, Zhiheng Fu, Anas M. Ali, Bilel Benjdira, Wadii Boulila, Jan Seny, Pei Zhou, Jianhua Hu, K. L. Eddie Law, Jaeho Lee, M. J. Aashik Rasool, Abdur Rehman, Sharif S. M. A, Seongwan Kim, Alexandru Brateanu, Raul Balmez, Ciprian Orhei, Cosmin Ancuti, Zeyu Xiao, Zhuoyuan Li, Ziqi Wang, Yanyan Wei, Fei Wang, Kun Li, Shengeng Tang, Yunkai Zhang, Weirun Zhou, Haoxuan Lu

CoRR, April, 2025

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

CoRR, March, 2025

Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook.

Xu Zheng, Ziqiao Weng, Yuanhuiyi Lyu, Lutao Jiang, Haiwei Xue, Bin Ren, Danda Pani Paudel, Nicu Sebe, Luc Van Gool, Xuming Hu

CoRR, March, 2025

Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration.

Yawei Li, Bin Ren, Jingyun Liang, Rakesh Ranjan, Mengyuan Liu, Nicu Sebe, Ming-Hsuan Yang, Luca Benini

CoRR, March, 2025

CityLoc: 6DoF Pose Distributional Localization for Text Descriptions in Large-Scale Scenes with Gaussian Representation.

Qi Ma, Runyi Yang, Bin Ren, Nicu Sebe, Ender Konukoglu, Luc Van Gool, Danda Pani Paudel

CoRR, January, 2025

Hierarchical Cross-Attention Network for Virtual Try-On.

Hao Tang, Bin Ren, Pingping Wu, Nicu Sebe

IEEE Trans. Multim., 2025

HYRE: Hybrid Regressor for 3D Human Pose and Shape Estimation.

Wenhao Li, Mengyuan Liu, Hong Liu, Bin Ren, Xia Li, Yingxuan You, Nicu Sebe

IEEE Trans. Image Process., 2025

A pure MLP-Mixer-based GAN framework for guided image translation.

Hao Tang, Bin Ren, Nicu Sebe

Pattern Recognit., 2025

PVAFN: Point-Voxel Attention Fusion Network with Multi-Pooling Enhancing for 3D Object Detection.

Yidi Li, Jiahao Wen, Rui Gong, Bin Ren, Wenhao Li, Chen Cheng, Hong Liu, Nicu Sebe

Expert Syst. Appl., 2025

Multi-Stage Multimodal Distillation for Audio-Visual Speaker Tracking.

Yidi Li, Wenkai Zhao, Zeyu Wang, Zhenhuan Xu, Bin Ren, Nicu Sebe

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report.

Bin Ren, Hang Guo, Lei Sun, Zongwei Wu, Radu Timofte, Yawei Li

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results.

Xiaoning Liu, Zongwei Wu, Florin-Alexandru Vasluianu, Hailong Yan, Bin Ren, Yulun Zhang, Shuhang Gu, Le Zhang, Ce Zhu, Radu Timofte, Kangbiao Shi, Yixu Feng, Tao Hu, Yu Cao, Peng Wu, Yijin Liang, Yanning Zhang, Qingsen Yan, Han Zhou, Wei Dong, Yan Min, Mohab Kishawy, Jun Chen, Pengpeng Yu, Anjin Park, Seung-Soo Lee, Young-Joon Park, Zixiao Hu, Junyv Liu, Huilin Zhang, Jun Zhang, Fei Wan, Bingxin Xu, Hongzhe Liu, Cheng Xu, Weiguo Pan, Songyin Dai, Xunpeng Yi, Qinglong Yan, Yibing Zhang, Jiayi Ma, Changhui Hu, Kerui Hu, Donghang Jing, Tiesheng Chen, Zhi Jin, Hongjun Wu, Biao Huang, Haitao Ling, Jiahao Wu, Dandan Zhan, G. Gyaneshwar Rao, Vijayalaxmi Ashok Aralikatti, Nikhil Akalwadi, Ramesh Ashok Tabib, Uma Mudenagudi, Ruirui Lin, Guoxi Huang, Nantheera Anantrasirichai, Qirui Yang, Alexandru Brateanu, Ciprian Orhei, Cosmin Ancuti, Daniel Feijoo, Juan C. Benito, Álvaro García, Marcos V. Conde, Yang Qin, Raul Balmez, Anas M. Ali, Bilel Benjdira, Wadii Boulila, Tianyi Mao, Huan Zheng, Yanyan Wei, Shengeng Tang, Dan Guo, Zhao Zhang, Sabari Nathan, K. Uma, A. Sasithradevi, B. Sathya Bama, S. Mohamed Mansoor Roomi, Ao Li, Xiangtao Zhang, Zhe Liu, Yijie Tang, Jialong Tang, Zhicheng Fu, Gong Chen, Joe Nasti, John Nicholson, Zeyu Xiao, Zhuoyuan Li, Ashutosh Kulkarni, Prashant W. Patil, Santosh Kumar Vipparthi, Subrahmanyam Murala, Duan Liu, Weile Li, Hangyuan Lu, Rixian Liu, Tengfeng Wang, Jinxing Liang, Chenxin Yu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

The Tenth NTIRE 2025 Image Denoising Challenge Report.

Lei Sun, Hang Guo, Bin Ren, Luc Van Gool, Radu Timofte, Yawei Li

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

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

Proceedings of the International Conference on 3D Vision, 2025

2024

Cloth Interactive Transformer for Virtual Try-On.

Bin Ren, Hao Tang, Fanyang Meng, Runwei Ding, Philip Torr, Nicu Sebe

ACM Trans. Multim. Comput. Commun. Appl., April, 2024

Hierarchical Information Flow for Generalized Efficient Image Restoration.

Yawei Li, Bin Ren, Jingyun Liang, Rakesh Ranjan, Mengyuan Liu, Nicu Sebe, Ming-Hsuan Yang, Luca Benini

CoRR, 2024

PVAFN: Point-Voxel Attention Fusion Network with Multi-Pooling Enhancing for 3D Object Detection.

Yidi Li, Jiahao Wen, Bin Ren, Wenhao Li, Zhenhuan Xu, Hao Guo, Hong Liu, Nicu Sebe

CoRR, 2024

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

CoRR, 2024

Any Image Restoration with Efficient Automatic Degradation Adaptation.

Bin Ren, Eduard Zamfir, Yawei Li, Zongwei Wu, Danda Pani Paudel, Radu Timofte, Nicu Sebe, Luc Van Gool

CoRR, 2024

Socially Pertinent Robots in Gerontological Healthcare.

Xavier Alameda-Pineda, Angus Addlesee, Daniel Hernández García, Chris Reinke, Soraya Arias, Federica Arrigoni, Alex Auternaud, Lauriane Blavette, Cigdem Beyan, Luis G. Camara, Ohad Cohen, Alessandro Conti, Sébastien Dacunha, Christian Dondrup, Yoav Ellinson, Francesco Ferro, Sharon Gannot, Florian Gras, Nancie Gunson, Radu Horaud, Moreno D'Incà, Imad Kimouche, Séverin Lemaignan, Oliver Lemon, Cyril Liotard, Luca Marchionni, Mordehay Moradi, Tomás Pajdla, Maribel Pino, Michal Polic, Matthieu Py, Ariel Rado, Bin Ren, Elisa Ricci, Anne-Sophie Rigaud, Paolo Rota, Marta Romeo, Nicu Sebe, Weronika Sieinska, Pinchas Tandeitnik, Francesco Tonini, Nicolas Turro, Timothée Wintz, Yanchao Yu

CoRR, 2024

Key-Graph Transformer for Image Restoration.

Bin Ren, Yawei Li, Jingyun Liang, Rakesh Ranjan, Mengyuan Liu, Rita Cucchiara, Luc Van Gool, Nicu Sebe

CoRR, 2024

Uncertainty-Aware Testing-Time Optimization for 3D Human Pose Estimation.

Ti Wang, Mengyuan Liu, Hong Liu, Bin Ren, Yingxuan You, Wenhao Li, Nicu Sebe, Xia Li

CoRR, 2024

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Denoising Diffusion Probabilistic Models for Action-Conditioned 3D Motion Generation.

Mengyi Zhao, Mengyuan Liu, Bin Ren, Shuling Dai, Nicu Sebe

Proceedings of the IEEE International Conference on Acoustics, 2024

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

Proceedings of the Computer Vision - ACCV 2024, 2024

2023

Deep Unsupervised Key Frame Extraction for Efficient Video Classification.

Hao Tang, Lei Ding, Songsong Wu, Bin Ren, Nicu Sebe, Paolo Rota

ACM Trans. Multim. Comput. Commun. Appl., 2023

Zero-Shot Point Cloud Registration.

Weijie Wang, Guofeng Mei, Bin Ren, Xiaoshui Huang, Fabio Poiesi, Luc Van Gool, Nicu Sebe, Bruno Lepri

CoRR, 2023

Modiff: Action-Conditioned 3D Motion Generation with Denoising Diffusion Probabilistic Models.

Mengyi Zhao, Mengyuan Liu, Bin Ren, Shuling Dai, Nicu Sebe

CoRR, 2023

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

Proceedings of the IEEE International Conference on Acoustics, 2023

Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers.

Bin Ren, Yahui Liu, Yue Song, Wei Bi, Rita Cucchiara, Nicu Sebe, Wei Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Spatio-Temporal Graph Diffusion for Text-Driven Human Motion Generation.

Chang Liu, Mengyi Zhao, Bin Ren, Mengyuan Liu, Nicu Sebe

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Breaking the Chain of Gradient Leakage in Vision Transformers.

Yahui Liu, Bin Ren, Yue Song, Wei Bi, Nicu Sebe, Wei Wang

CoRR, 2022

2021

Cloth Interactive Transformer for Virtual Try-On.

Bin Ren, Hao Tang, Fanyang Meng, Runwei Ding, Ling Shao, Philip H. S. Torr, Nicu Sebe

CoRR, 2021

Cascaded Cross MLP-Mixer GANs for Cross-View Image Translation.

Bin Ren, Hao Tang, Nicu Sebe

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

A Survey on 3D Skeleton-Based Action Recognition Using Learning Method.

Bin Ren, Mengyuan Liu, Runwei Ding, Hong Liu

CoRR, 2020

Grouped Temporal Enhancement Module for Human Action Recognition.

Hong Liu, Bin Ren, Mengyuan Liu, Runwei Ding

Proceedings of the IEEE International Conference on Image Processing, 2020