Efficient Pre-training for Localized Instruction Generation of Videos

no code implementations • 27 Nov 2023 • Anil Batra, Davide Moltisanti, Laura Sevilla-Lara, Marcus Rohrbach, Frank Keller

Understanding such videos is challenging, involving the precise localization of steps and the generation of textual instructions.

Image generation with shortest path diffusion

1 code implementation • 1 Jun 2023 • Ayan Das, Stathi Fotiadis, Anil Batra, Farhang Nabiei, FengTing Liao, Sattar Vakili, Da-Shan Shiu, Alberto Bernacchia

We compute the shortest path according to this metric, and we show that it corresponds to a combination of image sharpening, rather than blurring, and noise deblurring.

Deblurring Image Generation

A Closer Look at Temporal Ordering in the Segmentation of Instructional Videos

no code implementations • 30 Sep 2022 • Anil Batra, Shreyank N Gowda, Frank Keller, Laura Sevilla-Lara

We refer to this task as Procedure Segmentation and Summarization (PSS).

Dense Video Captioning Segmentation

Improved Road Connectivity by Joint Learning of Orientation and Segmentation

no code implementations • CVPR 2019 • Anil Batra, Suriya Singh, Guan Pang, Saikat Basu, C.V. Jawahar, Manohar Paluri

These contributions ensure that the model predicts topologically correct and connected road masks.