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EZ-CLIP: Efficient Zero-shot Video Action Recognition
Arxiv
Shahzad Ahmad, Sukalpa Chanda, Yogesh S Rawat
[Paper] [Code]

Semi-supervised Active Learning for Video Action Detection
AAAI 2024
Ayush Singh, Aayush J Rana, Akash Kumar, Shruti Vyas, Yogesh Singh Rawat
[Paper] [Code]

Revealing the unseen: Benchmarking video action recognition under occlusion
NeurIPS DB Track 2022
Shresth Grover, Vibhav Vineet, Yogesh S Rawat
[Paper] [Code]

On Occlusions in Video Action Detection: Benchmark Datasets And Training Recipes
NeurIPS DB Track 2022
Rajat Modi, Vibhav Vineet, Yogesh S Rawat
[Paper] [Code]

A Large-Scale Robustness Analysis of Video Action Recognition Models
CVPR2023
Madeline C Schiappa, Naman Biyani, Prudvi Kamtam, Shruti Vyas, Hamid Palangi, Vibhav Vineet, Yogesh S Rawat
[Paper] [Code]

Hybrid Active Learning via Deep Clustering for Video Action Detection
CVPR2023
Aayush Rana, Yogesh Rawat
[Paper] [Code]

Self-supervised learning for videos: A survey
ACM Computing Surveys 2023
Madeline Schiappa, Yogesh Rawat, Mubarak Shah
[Paper] [Code]

Are all Frames Equal? Active Sparse Labeling for Video Action Detection
NeurIPS 2022
Aayush Rana, Yogesh Rawat
[Paper] [Code]

Don’t Pour Cereal into Coffee: Differentiable Temporal Logic for Temporal Action Segmentation
NeurIPS 2022
Ziwei Xu, Yogesh Rawat, Yongkang Wong, Mohan Kankanhalli, Mubarak Shah
[Paper] [Code]

Robustness Analysis of Video-Language Models Against Visual and Language Perturbations
NeurIPS Dataset and Benchmarking 2022
Madeline Chantry, Shruti Vyas, Hamid Palangi, Yogesh Rawat, Vibhav Vineet
[Paper] [Code]

End-to-End Semi-Supervised Learning for Video Action Detection
CVPR 2022
Akash Kumar, Yogesh Rawat
[Paper] [Code]

Video Action Detection: Analysing Limitations and Challenges
CVPRW 2022
Rajat Modi, Yogesh Rawat
[Paper] [Code]

Reformulating Zero-shot Action Recognition for Multi-label Actions
NeurIPS 2021
Alec Kerrigan, Kevin Duarte, Yogesh Rawat, Mubarak Shah
[Paper] [Presentation]

LARNet: Latent Action Representation for Human Action Synthesis
BMVC 2021
Naman Biyani, Aayush J Rana, Shruti Vyas, Yogesh S Rawat
[Paper] [Project] [Presentation] [Code]

Pose-guided Generative Adversarial Net for Novel View Action Synthesis
WACV 2022
Xianhang Li, Junhao Zhang, Kunchang Li, Shruti Vyas, and Yogesh S Rawat
[Paper] [Project] [Code]

NoisyActions2M: A Multimedia Dataset for Video Understanding from Noisy Labels
ACM MM Asia 2021
Mohit Sharma, Raj Patra, Harshal Desai, Shruti Vyas, Yogesh Rawat, Rajiv Ratn Shah
[Paper] [Project]

Modeling Multi-Label Action Dependencies for Temporal Action Localization
CVPR 2021
Praveen Tirupattur, Kevin Duarte, Yogesh Rawat, Mubarak Shah
[Paper] [Code]

In defense of pseudo-labeling: An uncertainty-aware pseudo-label selection framework for semi-supervised learning
ICLR 2021
Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah
[Paper] [Presentation] [Code]