Vinayak Gupta
9 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27) π Conference Polyglot Β· Silver
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Renaissance Researcher
(5)
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Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(5)
Learning Types Β· Machine Learning
(4)
Computer Vision
(3)
Data Science & Analytics
(3)
Analysis
(3)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Methods
(3)
Models
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Keywords
temporal point process
(3)
continuous time event sequence
(2)
neural radiance field
(2)
novel view synthesis
(2)
event sequence
(2)
curriculum learning
(1)
image restoration
(1)
3d reconstruction
(1)
time series
(1)
image reconstruction
(1)
locality sensitive hashing
(1)
time series forecasting
(1)
permutation learning
(1)
sequential dependency
(1)
variational inference
(1)
latent variable
(1)
generative model
(1)
question answering
(1)
missing data imputation
(1)
adversarial attack
(1)
Papers
Generalizable Sparse-View 3D Reconstruction from Unconstrained Images
CVPR 2026
Differentiable Adversarial Attacks for Marked Temporal Point Processes
AAAI 2025
GANESH: Generalizable NeRF for Lensless Imaging
WACV 2025
Are Language Models Actually Useful for Time Series Forecasting?
NeurIPS 2024
GAURA: Generalizable Approach for Unified Restoration and Rendering of Arbitrary Views
ECCV 2024
GSN: Generalisable Segmentation in Neural Radiance Field
AAAI 2024
Language Models Still Struggle to Zero-shot Reason about Time Series
EMNLP 2024
Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event Sequences
AAAI 2022
Learning Temporal Point Processes with Intermittent Observations
AISTATS 2021