Image de couverture de livre

Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAI

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Kim, Won Jun, Chung, Hyungjin, Kim, Jaemin, Lee, Sangmin, Sim, Byeongsu, Ye, Jong Chul
Format:	Preprint
Publié:	2024
Sujets:	Computer Vision and Pattern Recognition Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Improving Diffusion Models for Inverse Problems using Manifold Constraints
par: Chung, Hyungjin, et autres
Publié: (2022)

CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models
par: Chung, Hyungjin, et autres
Publié: (2024)

Deep Diffusion Image Prior for Efficient OOD Adaptation in 3D Inverse Problems
par: Chung, Hyungjin, et autres
Publié: (2024)

ACDC: Autoregressive Coherent Multimodal Generation using Diffusion Correction
par: Chung, Hyungjin, et autres
Publié: (2024)

Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems
par: Chung, Hyungjin, et autres
Publié: (2023)

Amortized Posterior Sampling with Diffusion Prior Distillation
par: Mammadov, Abbas, et autres
Publié: (2024)

Free$^2$Guide: Training-Free Text-to-Video Alignment using Image LVLM
par: Kim, Jaemin, et autres
Publié: (2024)

Regularization by Texts for Latent Diffusion Inverse Solvers
par: Kim, Jeongsol, et autres
Publié: (2023)

Contrastive CFG: Improving CFG in Diffusion Models by Contrasting Positive and Negative Concepts
par: Chang, Jinho, et autres
Publié: (2024)

Diffusion Posterior Sampling for General Noisy Inverse Problems
par: Chung, Hyungjin, et autres
Publié: (2022)

Accelerating Video Inverse Problem Solvers with Autoregressive Diffusion Models
par: Kwon, Taesung, et autres
Publié: (2026)

Align Your Query: Representation Alignment for Multimodality Medical Object Detection
par: Seo, Ara, et autres
Publié: (2025)

InverseCrafter: Efficient Video ReCapture as a Latent Domain Inverse Problem
par: Hong, Yeobin, et autres
Publié: (2025)

Generalized Consistency Trajectory Models for Image Manipulation
par: Kim, Beomsu, et autres
Publié: (2024)

Gradient-Free Noise Optimization for Reward Alignment in Generative Models
par: Kim, Jeongsol, et autres
Publié: (2026)

Training-Free Reward-Guided Image Editing via Trajectory Optimal Control
par: Chang, Jinho, et autres
Publié: (2025)

ContextMRI: Enhancing Compressed Sensing MRI through Metadata Conditioning
par: Chung, Hyungjin, et autres
Publié: (2025)

CapeLLM: Support-Free Category-Agnostic Pose Estimation with Multimodal Large Language Models
par: Kim, Junho, et autres
Publié: (2024)

Reward Score Matching: Unifying Reward-based Fine-tuning for Flow and Diffusion Models
par: Lee, Jeongjae, et autres
Publié: (2026)

Boost-and-Skip: A Simple Guidance-Free Diffusion for Minority Generation
par: Um, Soobin, et autres
Publié: (2025)

ReDirector: Creating Any-Length Video Retakes with Rotary Camera Encoding
par: Park, Byeongjun, et autres
Publié: (2025)

DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image Manipulation
par: Kim, Jeongsol, et autres
Publié: (2024)

Optical-Flow Guided Prompt Optimization for Coherent Video Generation
par: Nam, Hyelin, et autres
Publié: (2024)

Align Your Tangent: Training Better Consistency Models via Manifold-Aligned Tangents
par: Kim, Beomsu, et autres
Publié: (2025)

Defining Neural Network Architecture through Polytope Structures of Dataset
par: Lee, Sangmin, et autres
Publié: (2024)

Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models
par: Chung, Hyungjin, et autres
Publié: (2022)

InvFusion: Bridging Supervised and Zero-shot Diffusion for Inverse Problems
par: Elata, Noam, et autres
Publié: (2025)

Latent Schrodinger Bridge: Prompting Latent Diffusion for Fast Unpaired Image-to-Image Translation
par: Kim, Jeongsol, et autres
Publié: (2024)

LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation
par: Lee, Suhyeon, et autres
Publié: (2023)

Steerable Conditional Diffusion for Out-of-Distribution Adaptation in Medical Image Reconstruction
par: Barbano, Riccardo, et autres
Publié: (2023)

DMD-augmented Unpaired Neural Schrödinger Bridge for Ultra-Low Field MRI Enhancement
par: Kim, Youngmin, et autres
Publié: (2026)

Generalizable Holographic Reconstruction via Amplitude-Only Diffusion Priors
par: Kim, Jeongsol, et autres
Publié: (2025)

PromptLoop: Plug-and-Play Prompt Refinement via Latent Feedback for Diffusion Model Alignment
par: Lee, Suhyeon, et autres
Publié: (2025)

Aligning Text to Image in Diffusion Models is Easier Than You Think
par: Lee, Jaa-Yeon, et autres
Publié: (2025)

VideoGuide: Improving Video Diffusion Models without Training Through a Teacher's Guide
par: Lee, Dohun, et autres
Publié: (2024)

A Survey on Diffusion Models for Inverse Problems
par: Daras, Giannis, et autres
Publié: (2024)

CRePE: Curved Ray Expectation Positional Encoding for Unified-Camera-Controlled Video Generation
par: Jin, Seonghyun, et autres
Publié: (2026)

FlowAlign: Trajectory-Regularized, Inversion-Free Flow-based Image Editing
par: Kim, Jeongsol, et autres
Publié: (2025)

Don't Play Favorites: Minority Guidance for Diffusion Models
par: Um, Soobin, et autres
Publié: (2023)

Chain-of-Zoom: Extreme Super-Resolution via Scale Autoregression and Preference Alignment
par: Kim, Bryan Sangwoo, et autres
Publié: (2025)