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Joseph K J
2026
2025
2024
2023
2022
2021
2020
2019
2018
Also on Google Scholar.
I am a computer vision researcher. Most of my explorations draws inspiration from the ingenuity of human brain. Its ability to improve itself with experiences, and its natural instinct to be creative guides my research in multi-modal learning and generative modeling with neural networks.
I obtained my PhD and Master’s degree from IIT Hyderabad under the guidance of Prof. Vineeth N Balasubramanian.
Nov 08, 2025
Two papers accetped to AAAI 2026: a novel layered design generator with Faizan (KAUST) and the first agentic design review system with Sayan!
Dec 14, 2024
Humbled to receive IUPRAI Doctoral Dissertation Award. All credits to my advisor, friends and my family!
Aug 30, 2024
Design-o-meter, an approach to evaluate and refine design documents is accepted to WACV 2025 (round 1, acceptance rate 12.1%). Kudos to my brilliant undergraduate interns: Sahil Goyal (IIT Roorkee) and Abhinav Mahajan (IIIT Bangalore).
Jul 1, 2024
Prachi’s work on continual gesture recoginition is accepted to ECCV 2024 as an oral paper!
Feb 27, 2024
Oct 24, 2023
Our work at Adobe on using diffusion models for iterative image editing is accepted to WACV 2024.
Jul 14, 2023
Two papers accepted to ICCV 2023. Thanks to my brilliant collaborators at Adobe Research and CMU.
Jul 9, 2022
Two papers accepted to ECCV 2022.
Jun 21, 2022
Won AI-GameChangers award in the Deep Learning Algorithms category. Thank you, NASSCOM!
Jun 20, 2022
Apr 7, 2022
Humbled to recieve Excellence in Research Award from IIT Hyderabad second time!
Mar 2, 2022
Two papers accepted at CVPR 2022.
Mar 1, 2021
Our work on Open World Object Detection, is accepted at CVPR 2021 for oral presentation.
Sep 25, 2020
Our work on using Meta-Consolidation for Continual Learning is accepted at NeurIPS 2020.
Aug 30, 2020
Humbled to recieve Excellence in Research Award from IIT Hyderabad.
Jul 30, 2020
Our work on Zero-shot Domain Generalization is accepted at BMVC 2020.
May 21, 2019
Our work on using submodular optimization is accepted at Negative Dependence workshop, ICML 2019.
May 21, 2019
Humbled to receive Travel Grants from Microsoft Research and ACM-India / IARCS to attend IJCAI.
May 10, 2019
Our work titled ‘Submodular Batch Selection for Training Deep Neural Networks’ is accepted at IJCAI 2019.
Apr 16, 2019
Would be attending International Computer Vision Summer School, ICVSS 2019 in Sicily, Italy.
Mar 14, 2019
Awarded ‘Certificate of Appreciation in Research’ from IIT Hyderabad.
Aug 31, 2018
Our paper titled ‘C4Synth: Cross-Caption Cycle-Consistent Text-to-Image Synthesis’, is accepted at WACV 2019.
Jun 29, 2018
Our paper accepted at ‘Towards learning with limited labels’ workshop, ICML 2018, Sweden.
Publications
4 x CVPR, 3 x ICCV, 3 x ECCV, 3 x AAAI, 4 x WACV, 1 x {TPAMI, NeurIPS, IJCAI, BMVC, IROS}
2026
AAAI 2026
Sayan Nag, K J Joseph, Koustava Goswami, Vlad I Morariu, Balaji Vasan Srinivasan
AAAI 2026
Faizan Khan, K J Joseph, Koustava Goswami, Balaji Vasan Srinivasan, Mohamed Elhoseiny
WACV 2026
Shaunak Halbe, Junjiao Tian, K J Joseph, James Seale Smith, Katherine Stevo, Vineeth N Balasubramanian, Zsolt Kira
2025
ICCV 2025
Jialu Gao, K J Joseph, Fernando De la Torre
ICCV-W 2025
Aakash Kumar Singh, K J Joseph, Srikrishna Karanam, Venkatesh Babu Radhakrishnan
WACV 2025
Sahil Goyal, Abhinav Mahajan, Swasti Mishra, Prateksha Udhayanan, Tripti Shukla, K J Joseph, Balaji Vasan Srinivasan
2024
ECCV 2024 (Oral)
Prachi Garg, K J Joseph, Vineeth N Balasubramanian, Necati Cihan, Chengde Wan, Kenrick Kin, Weiguang Si, Shugao Ma, Fernando De la Torre
CVPR 2024 (Highlight)
Sanjoy Chowdhury, Sayan Nag, K J Joseph, Balaji Vasan Srinivasan, Dinesh Manocha
AAAI 2024 (Oral)
Koustava Goswami, Srikrishna Karanam, Prateksha Udhayanan, K J Joseph, Balaji Vasan Srinivasan
WACV 2024
K J Joseph, Prateksha Udhayanan, Tripti Shukla, Aishwarya Agarwal, Srikrishna Karanam, Koustava Goswami, Balaji Vasan Srinivasan
2023
ICCV 2023
Aishwarya Agarwal, Srikrishna Karanam, K J Joseph, Apoorv Saxena, Koustava Goswami, Balaji Vasan Srinivasan
ICCV 2023
Shubhra Aich, Jesus Ruiz-Santaquiteria, Prachi Garg, Zhenyu Lu, K J Joseph, Alvaro Fernandez Garcia, Kenrick Kin, Chengde Wan, Vineeth N Balasubramanian, Necati Cihan Camgoz, Shugao Ma, Fernando de la Torre
CVPR-W 2023
Abdelrahman Mohamed, Rushali Grandhe, K J Joseph, Salman Khan, Fahad Shahbaz Khan
2022
ECCV 2022
K J Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N Balasubramanian
ECCV 2022
Arjun Ashok, K J Joseph, Vineeth N Balasubramanian
CVPR 2022
K J Joseph, Salman Khan, Fahad Shahbaz Khan, Rao Anwer, Vineeth N Balasubramanian
CVPR 2022
Akshita Gupta, Sanath Narayan, K J Joseph, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah
CVPR-W 2022 (Best Paper Runner-Up)
K J Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N Balasubramanian
New Vehicles on the Road? No Problem - We’ll Learn Them Too
IROS 2022
Deepak Kumar Singh, Shyam Nandan Rai, K J Joseph, Rohit Saluja, Vineeth N Balasubramanian, Chetan Arora, Anbumani Subramanian, C.V. Jawahar
2021
TPAMI 2021
K J Joseph, Jathushan Rajasegaran, Salman Khan, Fahad Shahbaz Khan, Vineeth N Balasubramanian
CVPR 2021 (Oral)
K J Joseph, Salman Khan, Fahad Shahbaz Khan, Vineeth N Balasubramanian
NeurIPS-W 2021
Deepak Kumar Singh, Shyam Nandan Rai, K J Joseph, Rohit Saluja, Vineeth N Balasubramanian, Chetan Arora, Anbumani Subramanian, C.V. Jawahar
2020
BMVC 2020
Udit Maniyar, K J Joseph, Aniket Deshmukh, Urun Dogan, Vineeth N Balasubramanian
2019
IJCAI 2019
K J Joseph, Vamshi Teja Racha, Krishnakanth Singh, Vineeth N Balasubramanian
WACV 2019
K J Joseph, Arghya Pal, Sailaja Rajanala, Vineeth N Balasubramanian
2018
ECCV-W 2018
K J Joseph, Rajiv Chunilal Patel, Vineeth N Balasubramanian
ECCV-W 2018
Zhu Pengfei, Wen Longyin, Du Dawei, others
ICML-W 2018
K J Joseph, Arghya Pal, Sailaja Rajanala, Vineeth N Balasubramanian
Also on Google Scholar.
Collaborators
PhD Interns at Adobe Research:
- 2025: Gokul Puthumanaillam (UIUC), Aveen Dayal (IIT H), Avijit Dasgupta (IIIT H). [Under preperation]
- 2024: Faizan Khan (KAUST), Piyush Tiwary (IISc). [SLEDGE, AAAI 2026]
- 2023: Sanjoy Chowdhury (UMD), Sayan Nag (UoT -> Adobe Research). [MeLFusion, CVPR 2024]
- 2024: Abhinav Mahajan (IIIT B -> CMU), Sudeeksha Reddy Pala (IIT Kgp -> IBM), Vaibhav Methi (IIT K). [DesignGen, Filed to USPTO]
- 2023: Sahil Goyal (IIT R -> Google Deepmind), Karthik Viswanathan (IIIT H -> PhD at MILA), Abhinav Mahajan (IIIT B -> CMU), Vinay Kumar Cheerla (IIT B), Dev Shah (IIT G -> Microsoft), Mandar Wayal (IIT K -> Google). [Design-o-meter, WACV 2025]
- Aakash Kumar Singh (IISc). [Forget with Care, ICCV-w 2025, TMLR 2025]
- Jialu Gao (MSR at CMU -> Microsoft). [Teleportraits, ICCV 2025]
- Prachi Garg (MSR at CMU -> PhD at UIUC). [POET, ECCV 2024]
- Shubhra Aich (CMU). [BOAT-MI, ICCV 2023]
- Arjun Ashok (IIT H -> PhD at MILA). [CSCCT, ECCV 2022]
- Akshita Gupta (MBZUAI -> MSc at University of Guelph). [OW-DETR, CVPR 2022]
- MBZUAI: Salman Khan, Fahad Khan.
- CMU: Fernando De la Torre.
- IISc: Venkatesh Babu Radhakrishnan.
- Google Research: Gaurav Aggarwal, Kai Han, Sujoy Paul, Soma Biswas, Piyush Rai.
- + of-course, my doctoral advisor.
- + all amazing colleagues at Adobe Research!
Talks and Lectures
June 29, 2025
Helped to coach students on Computer Vision for International Olympiad in Artificial Intelligence (IOAI) 2025. Glad that the students did great!
Dec 7, 2024
Delivered a tutorial on Generative Models at Winter School on Generative AI, organized by IIT Jodhpur.
Nov 25, 2023
Delivered a tutorial on “Augmenting Human Creativity with Computer Vision” at HAAI, IIT Kharagpur.
Jul 13, 2023
Delivered a tutorial on Continual Learning at Summer School on AI, organized by IIIT H.
Jun 14, 2022
Invited talk at Rakuten Research.
Dec 22, 2021
Vision India at ICVGIP 2021.
Sep 1, 2021
TCS Reseach ReCafe.
May 14, 2021
Invited talk on open-world learning at RAM-LAB, HKUST.
Services
- Tutorial Chair for CODS 2025.
- Tutorial Chair for ICVGIP 2024.
- Program Chair for Continual AI Unconference 2023.
- Web Chair for ACML 2022.
- Area Chair for ICVGIP 2025.
- Reviewer / PC member: CVPR (‘25, ‘23, ‘22, ‘21), ICCV ('23), ECCV ('22), NeurIPS (‘24, ‘22), CoLLAs ‘23, AAAI ‘21, IJCAI (‘21, ‘20), ACML (‘22, ‘20)
- Reviewer for: IEEE Transactions on Image Processing, IEEE Transactions on Multimedia, Elsevier Pattern Recognition, Springer Machine Learning.
“And, when you want something, all the universe conspires in helping you to achieve it.” ― Paulo Coelho, The Alchemist.