Ren, Zhile

13 publications

ICML 2025 CommVQ: Commutative Vector Quantization for KV Cache Compression Junyan Li, Yang Zhang, Muhammad Yusuf Hassan, Talha Chafekar, Tianle Cai, Zhile Ren, Pengsheng Guo, Foroozan Karimzadeh, Colorado Reed, Chong Wang, Chuang Gan

CVPR 2023 AutoFocusFormer: Image Segmentation Off the Grid Chen Ziwen, Kaushik Patnaik, Shuangfei Zhai, Alvin Wan, Zhile Ren, Alexander G. Schwing, Alex Colburn, Li Fuxin

ICML 2023 UPSCALE: Unconstrained Channel Pruning Alvin Wan, Hanxiang Hao, Kaushik Patnaik, Yueyang Xu, Omer Hadad, David Güera, Zhile Ren, Qi Shan

CVPR 2022 FvOR: Robust Joint Shape and Pose Optimization for Few-View Object Reconstruction Zhenpei Yang, Zhile Ren, Miguel Angel Bautista, Zaiwei Zhang, Qi Shan, Qixing Huang

ECCV 2022 Generative Multiplane Images: Making a 2D GAN 3D-Aware Xiaoming Zhao, Fangchang Ma, David Güera, Zhile Ren, Alexander G. Schwing, Alex Colburn

CVPR 2022 MVS2D: Efficient Multi-View Stereo via Attention-Driven 2D Convolutions Zhenpei Yang, Zhile Ren, Qi Shan, Qixing Huang

AAAI 2021 Semantic MapNet: Building Allocentric Semantic Maps and Representations from Egocentric Views Vincent Cartillier, Zhile Ren, Neha Jain, Stefan Lee, Irfan Essa, Dhruv Batra

WACV 2019 A Fusion Approach for Multi-Frame Optical Flow Estimation Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, Jan Kautz

NeurIPS 2019 Cross-Channel Communication Networks Jianwei Yang, Zhile Ren, Chuang Gan, Hongyuan Zhu, Devi Parikh

CVPRW 2019 Multi-Layer Depth and Epipolar Feature Transformers for 3D Scene Reconstruction Daeyun Shin, Zhile Ren, Erik B. Sudderth, Charless C. Fowlkes

ECCVW 2018 A Simple and Effective Fusion Approach for Multi-Frame Optical Flow Estimation Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, Jan Kautz

CVPR 2016 Three-Dimensional Object Detection and Layout Prediction Using Clouds of Oriented Gradients Zhile Ren, Erik B. Sudderth

CVPR 2013 Image Segmentation by Cascaded Region Agglomeration Zhile Ren, Gregory Shakhnarovich