Ayan Sinha
8 papers · 2015–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird
π
Keyword Champion
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Research topics
Deep Learning
(4)
Computer Vision
(3)
Machine Learning
(3)
Analysis
(3)
Architectures
(3)
Data Science & Analytics
(2)
Applications Β· Data Science & Analytics
(2)
Core Methods
(2)
Learning Types
(2)
Models
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications Β· Natural Language Processing
(1)
Core AI
(1)
Keywords
collaborative filtering
(2)
hand pose estimation
(2)
convolutional neural network
(2)
information retrieval
(1)
nearest neighbor
(1)
nearest neighbor search
(1)
matrix completion
(1)
shape reconstruction
(1)
feedback loop
(1)
model fine-tuning
(1)
3d pose
(1)
recommender system
(1)
query understanding
(1)
user preference
(1)
function calling
(1)
small language model
(1)
search relevance
(1)
deep residual network
(1)
geometric feature
(1)
shape retrieval
(1)
Papers
DispatchQA: A Benchmark for Small Function Calling Language Models in E-Commerce Applications
EMNLP 2025
Atlas: End-to-End 3D Scene Reconstruction from Posed Images
ECCV 2020
DELTAS: Depth Estimation by Learning Triangulation And densification of Sparse points
ECCV 2020
Deep Learning 3D Shapes Using Alt-az Anisotropic 2-Sphere Convolution
ICLR 2019
SurfNet: Generating 3D Shape Surfaces Using Deep Residual Networks
CVPR 2017
Deconvolving Feedback Loops in Recommender Systems
NeurIPS 2016
DeepHand: Robust Hand Pose Estimation by Completing a Matrix Imputed With Deep Features
CVPR 2016
A Collaborative Filtering Approach to Real-Time Hand Pose Estimation
ICCV 2015