C3DPO: Canonical 3D Pose Networks for Non-Rigid Structure From Motion. - David Novotný; Nikhila Ravi; Benjamin Graham; Natalia Neverova; Andrea Vedaldi (ICCV, 2019)

Accelerating 3D Deep Learning with PyTorch3D. - Nikhila Ravi; Jeremy Reizenstein; David Novotný; Taylor Gordon; Wan-Yen Lo; Justin Johnson 001; Georgia Gkioxari (CoRR, 2020)

Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image. - Ronghang Hu; Nikhila Ravi; Alexander C. Berg; Deepak Pathak (ICCV, 2021)

PyTorchVideo: A Deep Learning Library for Video Understanding. - Haoqi Fan 001; Tullie Murrell; Heng Wang; Kalyan Vasudev Alwala; Yanghao Li; Yilei Li; Bo Xiong; Nikhila Ravi; Meng Li 004; Haichuan Yang; Jitendra Malik; Ross B. Girshick; et al. (ACM Multimedia, 2021)

Recognizing Scenes from Novel Viewpoints. - Shengyi Qian 001; Alexander Kirillov; Nikhila Ravi; Devendra Singh Chaplot; Justin Johnson 001; David F. Fouhey; Georgia Gkioxari (CoRR, 2021)

Omnivore: A Single Model for Many Visual Modalities. - Rohit Girdhar; Mannat Singh; Nikhila Ravi; Laurens van der Maaten; Armand Joulin; Ishan Misra (CVPR, 2022)

Learning 3D Object Shape and Layout without 3D Supervision. - Georgia Gkioxari; Nikhila Ravi; Justin Johnson 001 (CVPR, 2022)

Omni3D: A Large Benchmark and Model for 3D Object Detection in the Wild. - Garrick Brazil; Abhinav Kumar 004; Julian Straub; Nikhila Ravi; Justin Johnson 001; Georgia Gkioxari (CVPR, 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 (ICCV, 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 (ICCV, 2023)

PVUW 2024 Challenge on Complex Video Understanding: Methods and Results. - Henghui Ding; Chang Liu 072; Yunchao Wei; Nikhila Ravi; Shuting He; Song Bai 001; Philip Torr 001; Deshui Miao; Xin Li 034; Zhenyu He 001; Yaowei Wang 001; Ming-Hsuan Yang 001; et al. (ECCV Workshops (10), 2024)

PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild. - Henghui Ding; Chang Liu 072; Nikhila Ravi; Shuting He; Yunchao Wei; Song Bai 001; Philip Torr 001 (CVPR Workshops, 2025)

SAM 2: Segment Anything in Images and Videos. - Nikhila Ravi; Valentin Gabeur; Yuan-Ting Hu; Ronghang Hu; Chaitanya Ryali; Tengyu Ma 005; Haitham Khedr; Roman Rädle; Chloé Rolland; Laura Gustafson; Eric Mintun; Junting Pan; et al. (ICLR, 2025)

PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild. - Henghui Ding; Chang Liu 072; Nikhila Ravi; Shuting He; Yunchao Wei; Song Bai 001; Philip Torr 001; Kehuan Song; Xinglin Xie; Kexin Zhang; Licheng Jiao; Lingling Li; et al. (CoRR, 2025)

PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding. - Jang Hyun Cho; Andrea Madotto; Effrosyni Mavroudi; Triantafyllos Afouras; Tushar Nagarajan; Muhammad Maaz 001; Yale Song; Tengyu Ma 005; Shuming Hu; Suyog Dutt Jain; Miguel Martin; Huiyu Wang; et al. (CoRR, 2025)

Perception Encoder: The best visual embeddings are not at the output of the network. - Daniel Bolya; Po-Yao Huang 001; Peize Sun; Jang Hyun Cho; Andrea Madotto; Chen Wei 005; Tengyu Ma 005; Jiale Zhi; Jathushan Rajasegaran; Hanoona Rasheed; Junke Wang; Marco Monteiro; et al. (CoRR, 2025)