Litu Rout
9 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (15) π Renaissance Researcher (5) π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
π₯
Unstoppable
(5)
Conferences
ICLR (5)
AAAI (1)
COLT (1)
CVPR (1)
NIPS (1)
Top co-authors
Keywords
posterior sampling
(2)
image restoration
(1)
image reconstruction
(1)
gradient descent
(1)
convergence rate
(1)
inverse problem
(1)
linear inverse problem
(1)
adaptive step size
(1)
latent diffusion
(1)
latent diffusion model
(1)
provable guarantee
(1)
pattern formation
(1)
adversarial interaction
(1)
turing instability
(1)
reaction-diffusion model
(1)
gradient descent convergence
(1)
non-homogeneous pattern
(1)
second-order approximation
(1)
sample recovery
(1)
non-convex optimization
(1)
Papers
Infilling Score: A Pretraining Data Detection Algorithm for Large Language Models
ICLR 2025
Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations
ICLR 2025
RB-Modulation: Training-Free Stylization using Reference-Based Modulation
ICLR 2025
Beyond First-Order Tweedie: Solving Inverse Problems using Latent Diffusion
CVPR 2024
Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models
NIPS 2023
Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD
COLT 2023
Hierarchical Sliced Wasserstein Distance
ICLR 2023
Generative Modeling with Optimal Transport Maps
ICLR 2022
Why Adversarial Interaction Creates Non-Homogeneous Patterns: A Pseudo-Reaction-Diffusion Model for Turing Instability
AAAI 2021