Ayan Sinha

19 papers A* 3Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
DispatchQA: A Benchmark for Small Function Calling Language Models in E-Commerce Applications.
EMNLP (Industry Track)
Joachim Daiber, Victor Maricato, Ayan Sinha, Andrew Rabinovich
2025 J jnl
GraphMatch: Fusing Language and Graph Representations in a Dynamic Two-Sided Work Marketplace.
CoRR
Mikolaj Sacha, Hammad Jafri, Mattie Terzolo, Ayan Sinha, Andrew Rabinovich
2025 J jnl
UpBench: A Dynamically Evolving Real-World Labor-Market Agentic Benchmark Framework Built for Human-Centric AI.
CoRR
Darvin Yi, Teng Liu, Mattie Terzolo, Lance Hasson, Ayan Sinha, Pablo Mendes, Andrew Rabinovich
2020 — conf
Atlas: End-to-End 3D Scene Reconstruction from Posed Images.
ECCV (7)
Zak Murez, Tarrence van As, James Bartolozzi, Ayan Sinha, Vijay Badrinarayanan, Andrew Rabinovich
2020 J jnl
Atlas: End-to-End 3D Scene Reconstruction from Posed Images.
CoRR
Zak Murez, Tarrence van As, James Bartolozzi, Ayan Sinha, Vijay Badrinarayanan, Andrew Rabinovich
2020 — conf
DELTAS: Depth Estimation by Learning Triangulation and Densification of Sparse Points.
ECCV (21)
Ayan Sinha, Zak Murez, James Bartolozzi, Vijay Badrinarayanan, Andrew Rabinovich
2020 J jnl
Depth Estimation by Learning Triangulation and Densification of Sparse Points for Multi-view Stereo.
CoRR
Ayan Sinha, Zak Murez, James Bartolozzi, Vijay Badrinarayanan, Andrew Rabinovich
2019 — conf
Deep Learning 3D Shapes Using Alt-az Anisotropic 2-Sphere Convolution.
ICLR (Poster)
Min Liu, Fupin Yao, Chiho Choi, Ayan Sinha, Karthik Ramani
2019 J jnl
Efficient 2.5D Hand Pose Estimation via Auxiliary Multi-Task Training for Embedded Devices.
CoRR
Prajwal Chidananda, Ayan Sinha, Adithya Rao, Douglas Lee, Andrew Rabinovich
2018 J jnl
Gradient Adversarial Training of Neural Networks.
CoRR
Ayan Sinha, Zhao Chen, Vijay Badrinarayanan, Andrew Rabinovich
2017 J jnl
Deconvolving Feedback Loops in Recommender Systems.
CoRR
Ayan Sinha, David F. Gleich, Karthik Ramani
2017 J jnl
Lensless computational imaging through deep learning.
CoRR
Ayan Sinha, Justin Lee, Shuai Li, George Barbastathis
2017 A* conf
SurfNet: Generating 3D Shape Surfaces Using Deep Residual Networks.
CVPR
Ayan Sinha, Asim Unmesh, Qixing Huang, Karthik Ramani
2017 J jnl
SurfNet: Generating 3D shape surfaces using deep residual networks.
CoRR
Ayan Sinha, Asim Unmesh, Qixing Huang, Karthik Ramani
2016 — conf
Deconvolving Feedback Loops in Recommender Systems.
NIPS
Ayan Sinha, David F. Gleich, Karthik Ramani
2016 — conf
Deep Learning 3D Shape Surfaces Using Geometry Images.
ECCV (6)
Ayan Sinha, Jing Bai, Karthik Ramani
2016 A* conf
DeepHand: Robust Hand Pose Estimation by Completing a Matrix Imputed with Deep Features.
CVPR
Ayan Sinha, Chiho Choi, Karthik Ramani
2015 A* conf
A Collaborative Filtering Approach to Real-Time Hand Pose Estimation.
ICCV
Chiho Choi, Ayan Sinha, Joon Hee Choi, Sujin Jang, Karthik Ramani
2014 J jnl
Multi-Scale Kernels Using Random Walks.
Comput. Graph. Forum
Ayan Sinha, Karthik Ramani