Search Results for author: Sharan Ranjit S

Found 3 papers, 3 papers with code

MIMIC: Masked Image Modeling with Image Correspondences

1 code implementation27 Jun 2023 Kalyani Marathe, Mahtab Bigverdi, Nishat Khan, Tuhin Kundu, Patrick Howe, Sharan Ranjit S, Anand Bhattad, Aniruddha Kembhavi, Linda G. Shapiro, Ranjay Krishna

We train multiple models with different masked image modeling objectives to showcase the following findings: Representations trained on our automatically generated MIMIC-3M outperform those learned from expensive crowdsourced datasets (ImageNet-1K) and those learned from synthetic environments (MULTIVIEW-HABITAT) on two dense geometric tasks: depth estimation on NYUv2 (1. 7%), and surface normals estimation on Taskonomy (2. 05%).

Depth Estimation Pose Estimation +3

AdANNS: A Framework for Adaptive Semantic Search

1 code implementation NeurIPS 2023 Aniket Rege, Aditya Kusupati, Sharan Ranjit S, Alan Fan, Qingqing Cao, Sham Kakade, Prateek Jain, Ali Farhadi

Finally, we demonstrate that AdANNS can enable inference-time adaptivity for compute-aware search on ANNS indices built non-adaptively on matryoshka representations.

Natural Questions Quantization +1

An Autoencoder Based Approach to Simulate Sports Games

1 code implementation16 Jul 2020 Ashwin Vaswani, Rijul Ganguly, Het Shah, Sharan Ranjit S, Shrey Pandit, Samruddhi Bothara

Which team would end their season on a high and which teams would fail to keep up with the pressure?

BIG-bench Machine Learning

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