Multi-Scale Kernels Using Random Walks. - Ayan Sinha; Karthik Ramani (Comput. Graph. Forum, 2014)

A Collaborative Filtering Approach to Real-Time Hand Pose Estimation. - Chiho Choi; Ayan Sinha; Joon Hee Choi; Sujin Jang; Karthik Ramani (ICCV, 2015)

DeepHand: Robust Hand Pose Estimation by Completing a Matrix Imputed with Deep Features. - Ayan Sinha; Chiho Choi; Karthik Ramani (CVPR, 2016)

Deep Learning 3D Shape Surfaces Using Geometry Images. - Ayan Sinha; Jing Bai 004; Karthik Ramani (ECCV (6), 2016)

Deconvolving Feedback Loops in Recommender Systems. - Ayan Sinha; David F. Gleich; Karthik Ramani (NIPS, 2016)

SurfNet: Generating 3D Shape Surfaces Using Deep Residual Networks. - Ayan Sinha; Asim Unmesh; Qixing Huang; Karthik Ramani (CVPR, 2017)

Lensless computational imaging through deep learning. - Ayan Sinha; Justin Lee; Shuai Li; George Barbastathis (CoRR, 2017)

Gradient Adversarial Training of Neural Networks. - Ayan Sinha; Zhao Chen 006; Vijay Badrinarayanan; Andrew Rabinovich (CoRR, 2018)

Deep Learning 3D Shapes Using Alt-az Anisotropic 2-Sphere Convolution. - Min Liu 018; Fupin Yao; Chiho Choi; Ayan Sinha; Karthik Ramani (ICLR (Poster), 2019)

Efficient 2.5D Hand Pose Estimation via Auxiliary Multi-Task Training for Embedded Devices. - Prajwal Chidananda; Ayan Sinha; Adithya Rao; Douglas Lee; Andrew Rabinovich (CoRR, 2019)

Atlas: End-to-End 3D Scene Reconstruction from Posed Images. - Zak Murez; Tarrence van As; James Bartolozzi; Ayan Sinha; Vijay Badrinarayanan; Andrew Rabinovich (ECCV (7), 2020)

DELTAS: Depth Estimation by Learning Triangulation and Densification of Sparse Points. - Ayan Sinha; Zak Murez; James Bartolozzi; Vijay Badrinarayanan; Andrew Rabinovich (ECCV (21), 2020)

Depth Estimation by Learning Triangulation and Densification of Sparse Points for Multi-view Stereo. - Ayan Sinha; Zak Murez; James Bartolozzi; Vijay Badrinarayanan; Andrew Rabinovich (CoRR, 2020)