4 papers
MERIT: Mitigating Exposure Bias in Generative XMC for User-Interest Propensity Modeling
Abhinav Mahajan, Arindam Sarkar, Prakash Mandayam Comar
Matching users to interest categories at scale is central to personalized shopping, but the task is challenging in large e-commerce platforms, where label spaces continually evolve…
Towards Design Compositing
Abhinav Mahajan, Abhikhya Tripathy, Sudeeksha Reddy Pala +3
Graphic design creation involves harmoniously assembling multimodal components such as images, text, logos, and other visual assets collected from diverse sources, into a visually-…
Wiggle and Go! System Identification for Zero-Shot Dynamic Rope Manipulation
Arthur Jakobsson, Abhinav Mahajan, Karthik Pullalarevu +6
Many robotic tasks are unforgiving; a single mistake in a dynamic throw can lead to unacceptable delays or unrecoverable failure. We introduce Wiggle and Go!, a two-stage framework…
Design-o-meter: Towards Evaluating and Refining Graphic Designs
Sahil Goyal, Abhinav Mahajan, Swasti Mishra +4
Graphic designs are an effective medium for visual communication. They range from greeting cards to corporate flyers and beyond. Off-late, machine learning techniques are able to g…