Nikhila Ravi

According to our database, Nikhila Ravi authored at least 16 papers between 2019 and 2025.

Collaborative distances:

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

2025

Perception Encoder: The best visual embeddings are not at the output of the network.

Daniel Bolya, Po-Yao Huang, Peize Sun, Jang Hyun Cho, Andrea Madotto, Chen Wei, Tengyu Ma, Jiale Zhi, Jathushan Rajasegaran, Hanoona Rasheed, Junke Wang, Marco Monteiro, Hu Xu, Shiyu Dong, Nikhila Ravi, Daniel Li, Piotr Dollár, Christoph Feichtenhofer

CoRR, April, 2025

PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding.

Jang Hyun Cho, Andrea Madotto, Effrosyni Mavroudi, Triantafyllos Afouras, Tushar Nagarajan, Muhammad Maaz, Yale Song, Tengyu Ma, Shuming Hu, Suyog Dutt Jain, Miguel Martin, Huiyu Wang, Hanoona Abdul Rasheed, Peize Sun, Po-Yao Huang, Daniel Bolya, Nikhila Ravi, Shashank Jain, Tammy Stark, Shane Moon, Babak Damavandi, Vivian Lee, Andrew Westbury, Salman H. Khan, Philipp Krähenbühl, Piotr Dollár, Lorenzo Torresani, Kristen Grauman, Christoph Feichtenhofer

CoRR, April, 2025

PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild.

Henghui Ding, Chang Liu, Nikhila Ravi, Shuting He, Yunchao Wei, Song Bai, Philip Torr, Kehuan Song, Xinglin Xie, Kexin Zhang, Licheng Jiao, Lingling Li, Shuyuan Yang, Xuqiang Cao, Linnan Zhao, Jiaxuan Zhao, Fang Liu, Mengjiao Wang, Junpei Zhang, Xu Liu, Yuting Yang, Mengru Ma, Hao Fang, Runmin Cong, Xiankai Lu, Zhiyang Chen, Wei Zhang, Tianming Liang, Haichao Jiang, Wei-Shi Zheng, Jian-Fang Hu, Haobo Yuan, Xiangtai Li, Tao Zhang, Lu Qi, Ming-Hsuan Yang

CoRR, April, 2025

SAM 2: Segment Anything in Images and Videos.

Nikhila Ravi, Valentin Gabeur, Yuan-Ting Hu, Ronghang Hu, Chaitanya Ryali, Tengyu Ma, Haitham Khedr, Roman Rädle, Chloé Rolland, Laura Gustafson, Eric Mintun, Junting Pan, Kalyan Vasudev Alwala, Nicolas Carion, Chao-Yuan Wu, Ross B. Girshick, Piotr Dollár, Christoph Feichtenhofer

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild.

Henghui Ding, Chang Liu, Nikhila Ravi, Shuting He, Yunchao Wei, Song Bai, Philip Torr

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

2024

PVUW 2024 Challenge on Complex Video Understanding: Methods and Results.

Henghui Ding, Chang Liu, Yunchao Wei, Nikhila Ravi, Shuting He, Song Bai, Philip Torr, Deshui Miao, Xin Li, Zhenyu He, Yaowei Wang, Ming-Hsuan Yang, Zhensong Xu, Jiangtao Yao, Chengjing Wu, Ting Liu, Luoqi Liu, Xinyu Liu, Jing Zhang, Kexin Zhang, Yuting Yang, Licheng Jiao, Shuyuan Yang, Mingqi Gao, Jingnan Luo, Jinyu Yang, Jungong Han, Feng Zheng, Bin Cao, Yisi Zhang, Xuanxu Lin, Xingjian He, Bo Zhao, Jing Liu, Feiyu Pan, Hao Fang, Xiankai Lu

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

2023

Segment Anything.

Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloé Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C. Berg, Wan-Yen Lo, Piotr Dollár, Ross B. Girshick

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

FACET: Fairness in Computer Vision Evaluation Benchmark.

Laura Gustafson, Chloé Rolland, Nikhila Ravi, Quentin Duval, Aaron Adcock, Cheng-Yang Fu, Melissa Hall, Candace Ross

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Omni3D: A Large Benchmark and Model for 3D Object Detection in the Wild.

Garrick Brazil, Abhinav Kumar, Julian Straub, Nikhila Ravi, Justin Johnson, Georgia Gkioxari

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

2022

Learning 3D Object Shape and Layout without 3D Supervision.

Georgia Gkioxari, Nikhila Ravi, Justin Johnson

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Omnivore: A Single Model for Many Visual Modalities.

Rohit Girdhar, Mannat Singh, Nikhila Ravi, Laurens van der Maaten, Armand Joulin, Ishan Misra

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Recognizing Scenes from Novel Viewpoints.

Shengyi Qian, Alexander Kirillov, Nikhila Ravi, Devendra Singh Chaplot, Justin Johnson, David F. Fouhey, Georgia Gkioxari

CoRR, 2021

PyTorchVideo: A Deep Learning Library for Video Understanding.

Haoqi Fan, Tullie Murrell, Heng Wang, Kalyan Vasudev Alwala, Yanghao Li, Yilei Li, Bo Xiong, Nikhila Ravi, Meng Li, Haichuan Yang, Jitendra Malik, Ross B. Girshick, Matt Feiszli, Aaron Adcock, Wan-Yen Lo, Christoph Feichtenhofer

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image.

Ronghang Hu, Nikhila Ravi, Alexander C. Berg, Deepak Pathak

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Accelerating 3D Deep Learning with PyTorch3D.

Nikhila Ravi, Jeremy Reizenstein, David Novotný, Taylor Gordon, Wan-Yen Lo, Justin Johnson, Georgia Gkioxari

CoRR, 2020

2019

C3DPO: Canonical 3D Pose Networks for Non-Rigid Structure From Motion.

David Novotný, Nikhila Ravi, Benjamin Graham, Natalia Neverova, Andrea Vedaldi

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019