Picture for Nikita Durasov

Nikita Durasov

Do you understand epistemic uncertainty? Think again! Rigorous frequentist epistemic uncertainty estimation in regression

Add code
Mar 17, 2025
Viaarxiv icon

D3DR: Lighting-Aware Object Insertion in Gaussian Splatting

Add code
Mar 09, 2025
Viaarxiv icon

Uncertainty Estimation for 3D Object Detection via Evidential Learning

Add code
Oct 31, 2024
Figure 1 for Uncertainty Estimation for 3D Object Detection via Evidential Learning
Figure 2 for Uncertainty Estimation for 3D Object Detection via Evidential Learning
Figure 3 for Uncertainty Estimation for 3D Object Detection via Evidential Learning
Figure 4 for Uncertainty Estimation for 3D Object Detection via Evidential Learning
Viaarxiv icon

IT$^3$: Idempotent Test-Time Training

Add code
Oct 05, 2024
Figure 1 for IT$^3$: Idempotent Test-Time Training
Figure 2 for IT$^3$: Idempotent Test-Time Training
Figure 3 for IT$^3$: Idempotent Test-Time Training
Figure 4 for IT$^3$: Idempotent Test-Time Training
Viaarxiv icon

MirrorCheck: Efficient Adversarial Defense for Vision-Language Models

Add code
Jun 13, 2024
Figure 1 for MirrorCheck: Efficient Adversarial Defense for Vision-Language Models
Figure 2 for MirrorCheck: Efficient Adversarial Defense for Vision-Language Models
Figure 3 for MirrorCheck: Efficient Adversarial Defense for Vision-Language Models
Figure 4 for MirrorCheck: Efficient Adversarial Defense for Vision-Language Models
Viaarxiv icon

Enabling Uncertainty Estimation in Iterative Neural Networks

Add code
Mar 25, 2024
Viaarxiv icon

ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference

Add code
Nov 21, 2022
Figure 1 for ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference
Figure 2 for ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference
Figure 3 for ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference
Figure 4 for ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference
Viaarxiv icon

PartAL: Efficient Partial Active Learning in Multi-Task Visual Settings

Add code
Nov 21, 2022
Figure 1 for PartAL: Efficient Partial Active Learning in Multi-Task Visual Settings
Figure 2 for PartAL: Efficient Partial Active Learning in Multi-Task Visual Settings
Figure 3 for PartAL: Efficient Partial Active Learning in Multi-Task Visual Settings
Figure 4 for PartAL: Efficient Partial Active Learning in Multi-Task Visual Settings
Viaarxiv icon

How to Boost Face Recognition with StyleGAN?

Add code
Oct 18, 2022
Figure 1 for How to Boost Face Recognition with StyleGAN?
Figure 2 for How to Boost Face Recognition with StyleGAN?
Figure 3 for How to Boost Face Recognition with StyleGAN?
Figure 4 for How to Boost Face Recognition with StyleGAN?
Viaarxiv icon

DEBOSH: Deep Bayesian Shape Optimization

Add code
Sep 28, 2021
Figure 1 for DEBOSH: Deep Bayesian Shape Optimization
Figure 2 for DEBOSH: Deep Bayesian Shape Optimization
Figure 3 for DEBOSH: Deep Bayesian Shape Optimization
Figure 4 for DEBOSH: Deep Bayesian Shape Optimization
Viaarxiv icon