Cai, Hong

29 publications

CVPR 2025 Distilling Multi-Modal Large Language Models for Autonomous Driving Deepti Hegde, Rajeev Yasarla, Hong Cai, Shizhong Han, Apratim Bhattacharyya, Shweta Mahajan, Litian Liu, Risheek Garrepalli, Vishal M. Patel, Fatih Porikli

CVPRW 2025 DySS: Dynamic Queries and State-Space Learning for Efficient 3D Object Detection from Multi-Camera Videos Rajeev Yasarla, Shizhong Han, Hong Cai, Fatih Porikli

WACV 2025 HexaGen3D: StableDiffusion Is One Step Away from Fast and Diverse Text-to-3D Generation Antoine Mercier, Ramin Nakhli, Mahesh Reddy, Rajeev Yasarla, Hong Cai, Fatih Porikli, Guillaume Berger

CVPRW 2025 Improving Optical Flow and Stereo Depth Estimation by Leveraging Uncertainty-Based Learning Difficulties Jisoo Jeong, Hong Cai, Jamie Menjay Lin, Fatih Porikli

CVPRW 2025 Learning Optical Flow Field via Neural Ordinary Differential Equation Leyla Mirvakhabova, Hong Cai, Jisoo Jeong, Hanno Ackermann, Farhad G. Zanjani, Fatih Porikli

NeurIPS 2025 ODG: Occupancy Prediction Using Dual Gaussians Yunxiao Shi, Yinhao Zhu, Hong Cai, Shizhong Han, Jisoo Jeong, Amin Ansari, Fatih Porikli

ICLR 2025 PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer Pierre-David Letourneau, Manish Kumar Singh, Hsin-Pai Cheng, Shizhong Han, Yunxiao Shi, Dalton Jones, Matthew Harper Langston, Hong Cai, Fatih Porikli

WACV 2025 Planar Gaussian Splatting Farhad G. Zanjani, Hong Cai, Hanno Ackermann, Leila Mirvakhabova, Fatih Porikli

CVPR 2024 DeCoTR: Enhancing Depth Completion with 2D and 3D Attentions Yunxiao Shi, Manish Kumar Singh, Hong Cai, Fatih Porikli

ECCV 2024 FutureDepth: Learning to Predict the Future Improves Video Depth Estimation Rajeev Yasarla, Manish Kumar Singh, Hong Cai, Yunxiao Shi, Jisoo Jeong, Yinhao Zhu, Shizhong Han, Risheek Garrepalli, Fatih Porikli

CVPR 2024 OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation Jisoo Jeong, Hong Cai, Risheek Garrepalli, Jamie Menjay Lin, Munawar Hayat, Fatih Porikli

NeurIPSW 2024 Optimizing Attention Hanno Ackermann, Hong Cai, Markus Nagel, Leyla Mirvakhabova, Farhad G. Zanjani, Fatih Porikli

CVPRW 2024 SciFlow: Empowering Lightweight Optical Flow Models with Self-Cleaning Iterations Jamie Menjay Lin, Jisoo Jeong, Hong Cai, Risheek Garrepalli, Kai Wang, Fatih Porikli

ICCV 2023 4D Panoptic Segmentation as Invariant and Equivariant Field Prediction Minghan Zhu, Shizhong Han, Hong Cai, Shubhankar Borse, Maani Ghaffari, Fatih Porikli

CVPR 2023 DejaVu: Conditional Regenerative Learning to Enhance Dense Prediction Shubhankar Borse, Debasmit Das, Hyojin Park, Hong Cai, Risheek Garrepalli, Fatih Porikli

CVPR 2023 DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling Jisoo Jeong, Hong Cai, Risheek Garrepalli, Fatih Porikli

CVPRW 2023 EGA-Depth: Efficient Guided Attention for Self-Supervised Multi-Camera Depth Estimation Yunxiao Shi, Hong Cai, Amin Ansari, Fatih Porikli

ICCV 2023 Factorized Inverse Path Tracing for Efficient and Accurate Material-Lighting Estimation Liwen Wu, Rui Zhu, Mustafa B. Yaldiz, Yinhao Zhu, Hong Cai, Janarbek Matai, Fatih Porikli, Tzu-Mao Li, Manmohan Chandraker, Ravi Ramamoorthi

ICCV 2023 MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation Rajeev Yasarla, Hong Cai, Jisoo Jeong, Yunxiao Shi, Risheek Garrepalli, Fatih Porikli

NeurIPS 2023 OpenShape: Scaling up 3D Shape Representation Towards Open-World Understanding Minghua Liu, Ruoxi Shi, Kaiming Kuang, Yinhao Zhu, Xuanlin Li, Shizhong Han, Hong Cai, Fatih Porikli, Hao Su

CVPR 2023 PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models Minghua Liu, Yinhao Zhu, Hong Cai, Shizhong Han, Zhan Ling, Fatih Porikli, Hao Su

ICLR 2023 Self-Supervised Geometric Correspondence for Category-Level 6d Object Pose Estimation in the Wild Kaifeng Zhang, Yang Fu, Shubhankar Borse, Hong Cai, Fatih Porikli, Xiaolong Wang

WACV 2023 X-Align: Cross-Modal Cross-View Alignment for Bird's-Eye-View Segmentation Shubhankar Borse, Marvin Klingner, Varun Ravi Kumar, Hong Cai, Abdulaziz Almuzairee, Senthil Yogamani, Fatih Porikli

WACV 2022 AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation Yizhe Zhang, Shubhankar Borse, Hong Cai, Fatih Porikli

ECCV 2022 Learning Implicit Feature Alignment Function for Semantic Segmentation Hanzhe Hu, Yinbo Chen, Jiarui Xu, Shubhankar Borse, Hong Cai, Fatih Porikli, Xiaolong Wang

CVPR 2022 Panoptic, Instance and Semantic Relations: A Relational Context Encoder to Enhance Panoptic Segmentation Shubhankar Borse, Hyojin Park, Hong Cai, Debasmit Das, Risheek Garrepalli, Fatih Porikli

WACV 2022 Perceptual Consistency in Video Segmentation Yizhe Zhang, Shubhankar Borse, Hong Cai, Ying Wang, Ning Bi, Xiaoyun Jiang, Fatih Porikli

CVPR 2022 Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device Hyojin Park, Alan Yessenbayev, Tushar Singhal, Navin Kumar Adhikari, Yizhe Zhang, Shubhankar Mangesh Borse, Hong Cai, Nilesh Prasad Pandey, Fei Yin, Frank Mayer, Balaji Calidas, Fatih Porikli

CVPRW 2019 NTIRE 2019 Challenge on Real Image Super-Resolution: Methods and Results Jianrui Cai, Shuhang Gu, Radu Timofte, Lei Zhang, Xiao Liu, Yukang Ding, Dongliang He, Chao Li, Yi Fu, Shilei Wen, Ruicheng Feng, Jinjin Gu, Yu Qiao, Chao Dong, Dongwon Park, Se Young Chun, Sanghoon Yoon, Junhyung Kwak, Donghee Son, Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao, Zhengping Wei, Lei Liu, Hong Cai, Darui Li, Fujie Gao, Zheng Hui, Xiumei Wang, Xinbo Gao, Guoan Cheng, Ai Matsune, Qiuyu Li, Leilei Zhu, Huaijuan Zang, Shu Zhan, Yajun Qiu, Ruxin Wang, Jiawei Li, Yongcheng Jing, Mingli Song, Pengju Liu, Kai Zhang, Jingdong Liu, Jiye Liu, Hongzhi Zhang, Wangmeng Zuo, Wenyi Tang, Jing Liu, Youngjung Kim, Changyeop Shin, Minbeom Kim, Sungho Kim, Pablo Navarrete Michelini, Hanwen Liu, Dan Zhu, Xuan Xu, Xin Li, Furui Bai, Xiaopeng Sun, Lin Zha, Yuanfei Huang, Wen Lu, Yanpeng Cao, Du Chen, Zewei He, Anshun Sun, Siliang Tang, Hongfei Fan, Xiang Li, Guo Li, Wenjie Zhang, Yumei Zhang, Qingwen He, Jinghui Qin, Lishan Huang, Yukai Shi, Pengxu Wei, Wushao Wen, Liang Lin, Jun Yu, Guochen Xie, Mengyan Li, Rong Chen, Xiaotong Luo, Chen Hong, Yanyun Qu, Cuihua Li, Zhi-Song Liu, Li-Wen Wang, Chu-Tak Li, Can Zhao, Bowen Li, Chung-Chi Tsai, Shang-Chih Chuang, Joonhee Choi, Joonsoo Kim, Xiaoyun Jiang, Ze Pan, Qunbo Lv, Zheng Tan, Peidong He