Litu Rout
9 papers · 2021–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(23)
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Unstoppable · Bronze
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Keyword Collector
(51)
Venues
Top co-authors
Research topics
Deep Learning
(8)
Models
(6)
Machine Learning
(5)
Optimization & Theory · Machine Learning
(5)
Computer Vision
(4)
Mathematics & Optimization
(3)
Processing
(3)
Artificial Intelligence
(2)
Bayesian & Probabilistic
(2)
Learning Types
(2)
Optimization
(2)
Optimization & Theory · Deep Learning
(2)
Natural Language Processing
(1)
Core AI
(1)
Core Methods
(1)
Keywords
image restoration
(2)
posterior sampling
(2)
generative model
(2)
optimal transport
(2)
gradient descent
(1)
image reconstruction
(1)
image generation
(1)
adaptive step size
(1)
sliced wasserstein distance
(1)
optimal control
(1)
inverse problem
(1)
probability measure
(1)
stochastic optimal control
(1)
convergence rate
(1)
diffusion model
(1)
image editing
(1)
non-convex optimization
(1)
linear inverse problem
(1)
generative modeling
(1)
wasserstein distance
(1)
Papers
Infilling Score: A Pretraining Data Detection Algorithm for Large Language Models
ICLR 2025
RB-Modulation: Training-Free Stylization using Reference-Based Modulation
ICLR 2025
Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations
ICLR 2025
Beyond First-Order Tweedie: Solving Inverse Problems using Latent Diffusion
CVPR 2024
Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD
COLT 2023
Hierarchical Sliced Wasserstein Distance
ICLR 2023
Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models
NeurIPS 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