Vinayak Gupta
8 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (14) π Renaissance Researcher (7)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(28)
β
The Questioner
π
Trend Setter
Conferences
AAAI (3)
AISTATS (1)
ECCV (1)
EMNLP (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
temporal point process
(3)
neural radiance field
(2)
event sequence
(2)
continuous time event sequence
(2)
image restoration
(1)
attention mechanism
(1)
3d reconstruction
(1)
time series
(1)
variational inference
(1)
time series forecasting
(1)
locality-sensitive hashing
(1)
permutation learning
(1)
sequential dependency
(1)
empirical evaluation
(1)
latent variable
(1)
image reconstruction
(1)
generative model
(1)
missing data imputation
(1)
differentiable optimization
(1)
adversarial attack
(1)
Papers
GANESH: Generalizable NeRF for Lensless Imaging
WACV 2025
Differentiable Adversarial Attacks for Marked Temporal Point Processes
AAAI 2025
Are Language Models Actually Useful for Time Series Forecasting?
NIPS 2024
GSN: Generalisable Segmentation in Neural Radiance Field
AAAI 2024
GAURA: Generalizable Approach for Unified Restoration and Rendering of Arbitrary Views
ECCV 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