Siddharth Seth

I am a Ph.D. student in the Vision and Learning Lab at UC Merced working under Prof. Ming-Hsuan Yang. Earlier, I graduated with a Masters from the Indian Institute of Science, where I worked under the supervision of Dr. Anirban Chakraborty and Prof. R. Venkatesh Babu.

Email / Google Scholar / Github

Research

I am interested in computer vision and machine learning. I have been working on learning 3D articulations for non-rigid objects towards my PhD. Previously, I worked on 3D human pose estimation and person re-identification towards my Masters thesis.

News

August 2023. Joined Vision and Learning Lab as a PhD student

December 2022. Started as a Research Intern in the VCAI department at the Max Planck Institute for Informatics

April 2022. Our work on Image Forensics has been accepted at the Media Forensics Workshop, CVPR 2022

April 2022. Promoted to Senior Data Scientist at Verisk Analytics

March 2022. Our work on 3D human pose estimation has been accepted at CVPR 2022

October 2021. Our work on unsupervised person re-identification has been accepted at BMVC 2021

September 2021. Our work on 3D human pose estimation has been accepted at NeurIPS 2021

September 2021. Started as AI/ML Engineer at Verisk Analytics in the AI R&D team

January 2021. Joining Intel Labs, Bengaluru as a Graduate Technical Intern

August 2020. Our research was highlighted in IISc Featured Research space

July 2020. Attending LxMLS 2020 virtually

June 2020. Attending CVPR virtually

February 2020. Attending AAAI in New York

February 2020. Our paper on 3D human pose estimation has been accepted at CVPR 2020

November 2020. Our paper on 3D human pose estimation has been accepted at AAAI 2020

Publications

	Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation Jogendra Nath Kundu, Siddharth Seth, Pradyumna YM, Varun Jampani, Anirban Chakraborty R. Venkatesh Babu, CVPR, 2022 Project page / Paper
	Pose-Transformation and Radial Distance Clustering for Unsupervised Person Re-identification Siddharth Seth, Akash Sonth, Anirban Chakraborty BMVC, 2021 Project page / Paper
	Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation Jogendra Nath Kundu, Siddharth Seth, Anirudh Jamkhandi, Pradyumna YM, Varun Jampani, R. Venkatesh Babu, Anirban Chakraborty NeurIPS, 2021 Project page / Paper
	Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis Jogendra Nath Kundu, Siddharth Seth, Varun Jampani, Rakesh Mugalodi, R. Venkatesh Babu, Anirban Chakraborty CVPR, 2020 (Oral) Project page / Paper
	Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation Jogendra Nath Kundu, Siddharth Seth, Rahul M. Venkatesh, Rakesh Mugalodi, R. Venkatesh Babu, Anirban Chakraborty AAAI*, 2020 (Oral) Project page / Paper

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