Vineeth N Balasubramanian

Professor, Department of Computer Science and Engineering
Affiliate Faculty, Department of Artificial Intelligence
Indian Institute of Technology, Hyderabad
Academic Block B, Room 314
Kandi, Sangareddy 502 284
Telangana, INDIA
Phone: +91 40 2301 6357

Email: (First name)(Middle Initial)(Last Name Initial)-at-(domain)

Research Interests

Deep Learning, Machine Learning, Computer Vision, Explainable AI. If you want to know more….

Recent News

• (Feb 2024): Our work on drone-to-drone detection using Vision Transformers is accepted at ICRA 2024. Congratulations, Sairam and Pranoy!

• (Dec 2023): Three papers accepted at AAAI 2024. Congratulations to Gowtham, Sandesh, Saketh, Harsharaj and Benin! One of the papers is joint work with Honeywell, and another with Microsoft Research India. Please see details here.

• (Oct 2023): Grateful for the Microsoft Research Accelerating Foundation Models Research grant award to access Azure credits for our research!

• (Sep 2023): Two papers accepted at NeurIPS 2023. Congratulations to Gaurav, Deepayan, Aveen and Vimal! One of the papers is joint work with Prof Leonid Sigal at UBC.

• (Jul 2023): Two papers accepted at ICCV 2023. Congratulations to Vimal, Saketh, Tanmay and Joseph! One of the papers is joint work with the Human Sensing Lab at CMU.

• (Jul 2023): Dr Joseph receives his PhD degree at the IIT-H Convocation. Very well-deserved! Congratulations also to the various medal-winnners from our group: Karthik Balaji (BTech CSE), Krishn Vishwas Kher (BTech ES), Tarun Ram Menta (BTech AI), Vaasudev Narayanan (MTech CSE), Vimal K B (MTech AI), and Amlan Jyoti (MTech in Data Science)!

• (Apr 2023): Congratulations to Krishn Vishwas Kher on being awarded the prestigious Prime Minister's Research Fellowship (PMRF), the 5th PMRF Fellow in our group!

• (Apr 2023): Humbled to receive the Research Excellence Award at the IIT-H Foundation Day. Grateful to all my students, mentors and collaborators.

• (Feb 2023): Elevated as Senior Member of AAAI (one of 15 globally in Class of 2023). Grateful and humbled.

• (Jan 2023): Anirban Sarkar's PhD thesis won the highly competitive ACM IKDD Doctoral Dissertation in Data Science Award. Congratulations to Anirban for this honour!

• (Dec 2022): Asian Conference on Machine Learning (ACML) came to India for the first time – and was successfully held at Hyderabad from Dec 12-14, 2022. Honored to have served as the General Co-chair.

• (Oct 2022): Congratulations to Deepika Vemuri on being awarded the prestigious Prime Minister's Research Fellowship (PMRF), the 4th PMRF Fellow in our group!

• (Oct 2022): Grateful to be in the world's top 2% scientists list released by Stanford University in Oct 2022.

• (Aug 2022): Grateful for the NASSCOM AI Gamechanger award under AI Research (DL Algorithms and Architecture) category (both winner and runner-up). Congratulations to Joseph, Anirban, Aditya and all our co-authors and collaborators.

• (Jul 2022): Our course on Deep Learning for Computer Vision on NPTEL is being offered from Jul-Oct 2022; here is the link for those interested to register. Thanks to our course TAs, we have a code companion for the lectures this year. Please see this link for more.

• (Jul 2022): 3 papers accepted at ECCV 2022, please see details here. Congratulations to Joseph, Arjun, Surgan, Yash and Arghya!

• (Jun 2022): Dr Arghya Pal receives tenure-track Assistant Professor position at Monash University. Congratulations, Arghya!

• (Jun 2022): Grateful for the Best Paper Award Honorable Mention recognition at the Continual Learning (CLVISION) workshop at CVPR 2022. Congratulations to Joseph and our collaborators at Google Research – Gaurav, Sujoy, Piyush, Soma, Kai.

• (Jun 2022): Grateful for the Microsoft Academic Partnership Grant (MAPG), and the Adobe Research Gift.

• (May 2022): Our work on integrating causal domain priors into training of neural networks is accepted at ICML 2022. Congratulations, Srinivas and Gowtham! This was joint work with Amit Sharma from Microsoft Research.

• (Apr 2022): Completed my 3-year term as Head of AI department at IIT-H. Grateful for the opportunity and the experience to serve and contribute.

• (Mar 2022): 4 papers accepted at CVPR 2022, please see details here. Congratulations to Anirban, Joseph, Anindya, Monish, Sriranjani, Nishant, Hari Chandana, Sumitra and Shivam!

• (Jan 2022): Our work on ensembling attribution methods for explainability is accepted at AISTATS 2022. Congratulations, Piyushi and Tarun! This was joint work with Dr Saketha Nath, IIT-H.

• (Jan 2022): Grateful for the Best Paper Award in the research track at CODS-COMAD 2022. Congratulations to Dr Sandesh. Credit to our collaborators, Amit Deshpande (MSR) and K V Subrahmanyam (CMI).

• (Jan 2022): Grateful for the Google exploreCSR award support to host interns in our group for summer 2022. Please use this link to apply if you are interested. Last date: 24 Jan 2022.

• (Dec 2021): Our work on a dataset and new metrics for causal disentanglement accepted at AAAI 2022. Congratulations, Gowtham and Benin!

• (Nov 2021): 7 papers accepted at WACV 2022.

• (Oct 2021): Our work on incremental object detection accepted at PAMI. Congratulations to Joseph, this is joint work with MBZUAI, Abu Dhabi.

• (Sep 2021): Two papers accepted at NeurIPS 2021, please see details here. Congratulations to Sandesh, Anindya, Anirban and Sowrya!

• (Jul 2021): Our course on Deep Learning for Computer Vision on NPTEL is being re-offered from Jul-Oct 2021; here is the link for those interested to register.

• (Jul 2021): Serving as Area Chair at CVPR 2022.

• (Jun 2021): Best Paper Award also at the Adversarial Machine Learning in Real-World Computer Vision Systems and Online Challenges workshop at CVPR 2021. Congratulations to Puneet, Vedant and Shreyas – an all-undergrad team. Grateful to Analytics India Magazine for featuring our work here.

• (May 2021): Grateful for the Best Paper Award at the Causality in Vision workshop at CVPR 2021. Congratulations to Gowtham and Benin!

• (May 2021): Congratulations to Sai Srinivas on being awarded the prestigious Prime Minister's Research Fellowship (PMRF), the 3rd PMRF Fellow in our group!

• (May 2021): Grateful to be interviewed by Analytics India Magazine here.

• (Mar 2021): Received the Google Research Scholar Award (earlier known as Google Faculty Research award). Grateful to Google Research for the support.

• (Mar 2021): Grateful for the recognition as Outstanding Reviewer at ICLR 2021, credit to the excellent subreviewers in our group - Arghya, Puneet, Anindya, Sai Vikas and Rahul - for all the support.

• (Mar 2021): Our work on open-world object detection is accepted at CVPR 2021 (as Oral). Congratulations to Joseph! This is joint work with MBZUAI, Abu Dhabi.

• (Feb 2021): Our project for a 3D-imaging based vein intrusion guide system was awarded the prestigious SreePVF Research Grant award for 2021. This project is a collaboration with Dr Vandana Sharma (PI, Dept of Physics) and Dr Mahati Chittem (Dept of Liberal Arts).

• (Feb 2021): Serving as Program Co-chair of ACML 2021, and Associate Editor of Pattern Recognition journal (impact factor: 7.2).

• (Feb 2021): Grateful to be interviewed for the IEEE Signal Processing Newsletter here.

• (Dec 2020): Congratulations to Hari Chandana on being awarded the prestigious Prime Minister's Research Fellowship (PMRF)!

• (Dec 2020): Our MTech student, Chaitanya, is selected for the Shastri Indo-Canadian Student Research Fellowship. He will intern with Prof Animesh Garg at Univ of Toronto as part of the fellowship. Congratulations!

• (Dec 2020): Co-organizing the AutoNue workshop at CVPR 2021. Please consider participating.

• (Dec 2020): Two papers accepted at AAAI 2021. Congratulations to Ravi, Yash, Rahul, Anindya, Anirban!

• (Nov 2020): Our work on generalized zero-shot learning is accepted at WACV 2021. Congratulations to Shivam!

• (Nov 2020): Our work on choosing the initial pool for deep active learning methods is accepted at the interesting Pre-register workshop at NeuriPS 2020. Congratulations to Akshay, Vikas and Chaitanya!

• (Oct 2020): Congratulations to Gowtham on being awarded the prestigious Prime Minister's Research Fellowship (PMRF)!

• (Oct 2020): Grateful for the opportunity to coordinate the Vaibhav Summit's AIML vertical sessions. For the computer vision session on Oct 14th, please see this link to attend.

• (Oct 2020): Grateful for the opportunity to participate in the RAISE Summit (organized by NITI Aayog, Govt of India) sessions on Explainable AI and Regulations for Responsible AI.

• (Sep 2020): Our work on meta-consolidation for continual learning is accepted at NeurIPS 2020. Congratulations to Joseph!

• (Aug 2020): Offering a course on Deep Learning for Computer Vision on NPTEL starting in September. Here is the link for those interested to register.

• (Aug 2020): Grateful to Microsoft Research India for their first postdoctoral funding grant in India. Welcome to Dr Sandesh Kamath for joining our group as a postdoc under this grant.

• (Jul-Aug 2020): Grateful for the recognition as Top Reviewer at ECCV 2020, Outstanding Reviewer at BMVC 2020; also serving as Area Chair of IJCAI 2021, elevated as Senior Member of IEEE.

• (Jul 2020): Two papers accepted at BMVC 2020. Please see details here.

• (Jul 2020): Our work on training deep neural networks through alternate minimization, an alternate approach to backpropagation, is accepted at Elsevier Neural Networks.

• (Jul 2020): Our work on attributional robustness training is accepted at ECCV 2020. This is joint work with Adobe. Congratulations to Puneet, and all our collaborators at Adobe: Mayank, Nupur, Abhishek and Balaji!

• (Jun 2020): Puneet's work gets accepted at ECML-PKDD 2020. Congratulations to Puneet and Vedant, our 3rd- and 2nd-year undergraduate students.

• (Jun 2020): Arghya is accepted for the CVPR 2020 Doctoral Consortium, congratulations!

• (May 2020): Our work on retrospection while training neural network models is accepted at KDD 2020. This is joint work with Adobe. Congratulations to Surgan, and all our collaborators at Adobe: Ayush, Piyush, Mausoom and Balaji!

• (May 2020): Grateful to Adobe for their unrestricted research gift.

• (Mar 2020): Our DaiSEE dataset was inaccessible for a few days, and is back online now here.

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