Agastya Kalra
6 papers · 2018–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
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Venues
Top co-authors
Research topics
Computer Vision
(4)
Analysis
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Bayesian & Probabilistic · Machine Learning
(2)
Core Methods
(2)
Application Areas · Machine Learning
(1)
Application Areas · Deep Learning
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
structure learning
(2)
industrial robotics
(2)
sum-product network
(2)
object detection
(2)
data augmentation
(1)
expectation maximization
(1)
instance segmentation
(1)
exact inference
(1)
object segmentation
(1)
tractable inference
(1)
parameter learning
(1)
graphical model
(1)
gaussian mixture model
(1)
probabilistic graphical model
(1)
foundation model
(1)
rotation augmentation
(1)
feed-forward network
(1)
bounding box
(1)
high dynamic range
(1)
rotation invariance
(1)
Papers
3D-Object Perception Transformer (3PT)
CVPR 2026
Towards Co-Evaluation of Cameras HDR and Algorithms for Industrial-Grade 6DoF Pose Estimation
CVPR 2024
Towards Rotation Invariance in Object Detection
ICCV 2021
Deep Polarization Cues for Transparent Object Segmentation
CVPR 2020
An Empirical Study of Methods for SPN Learning and Inference
PGM 2018
Online Structure Learning for Feed-Forward and Recurrent Sum-Product Networks
NeurIPS 2018