Aishwarya Agarwal

Research Associate


Aishwarya Agarwal is a Research Associate in the Collaborative Creativity team of Adobe Research, India. Her areas of interest include computer vision, representation learning, and generative AI.

Aishwarya graduated from IIT Bombay, India, in 2022 with a Bachelor’s degree in Electrical Engineering and a Master’s degree in AI & Data Science. Her thesis was on Out-of-distribution generalization with applications in classification and retrieval. During her undergraduate study, she interned at Adobe Research and worked on problems related to context-aware scene enrichment, and multimodal question answering.


Iterative Multi-Granular Image Editing Using Diffusion Models

J, J., Udhayanan, P., Shukla, T., Agarwal, A., Karanam, S., Goswami, K., Srinivasan, B. (Jan. 4, 2024)

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

A-STAR: Test-time Attention Segregation and Retention for Text-to-image Synthesis

Agarwal, A., Karanam, S., J, J., Saxena, A., Goswami, K., Srinivasan, B. (Oct. 2, 2023)

International Conference on Computer Vision (ICCV)

SketchBuddy: Context-Aware Sketch Enrichment and Enhancement

Agarwal, A., Srivastava, A., Nair, I., Mishra, S., Dorna, V., Nangi, S., Srinivasan, B. (Jun. 7, 2023)

ACM Conference on Multimedia Systems (MMSys)

Contrastive Learning of Semantic Concepts for Open-set Cross-domain Retrieval

Agarwal, A., Karanam, S., Srinivasan, B., Banerjee, B. (Jan. 3, 2023)

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Semantics-Driven Generative Replay for Few-Shot Class Incremental Learning

Agarwal, A., Banerjee, B., Cuzzolin, F., Chaudhuri, S. (Oct. 10, 2022)

ACM International Conference on Multimedia

MIMOQA: Multimodal Input Multimodal Output Question Answering

Singh, H., Nasery, A., Mehta, D., Agarwal, A., Lamba, J., Srinivasan, B. (Jun. 6, 2021)

2021 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL - HLT)