Cover Image

Backbone-Equated Diffusion OOD via Sparse Internal Snapshots

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Rouzoumka, Yadang Alexis, Pinsolle, Jean, Terreaux, Eugénie, Morisseau, Christèle, Ovarlez, Jean-Philippe, Ren, Chengfang
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

GEPC: Group-Equivariant Posterior Consistency for Out-of-Distribution Detection in Diffusion Models
by: Rouzoumka, Yadang Alexis, et al.
Published: (2026)

Out-of-Distribution Radar Detection with Complex VAEs: Theory, Whitening, and ANMF Fusion
by: Rouzoumka, Yadang Alexis, et al.
Published: (2026)

DopplerGLRTNet for Radar Off-Grid Detection
by: Rouzoumka, Yadang Alexis, et al.
Published: (2026)

Support Vector Data Description for Radar Target Detection
by: Pinsolle, Jean, et al.
Published: (2026)

Out-of-Distribution Radar Detection in Compound Clutter and Thermal Noise through Variational Autoencoders
by: Rouzoumka, Y A, et al.
Published: (2025)

Latent-space metrics for Complex-Valued VAE out-of-distribution detection under radar clutter
by: Rouzoumka, Y. A., et al.
Published: (2025)

Efficient and Adaptive Human Activity Recognition via LLM Backbones
by: Bredikhin, Aleksandr, et al.
Published: (2026)

Generalized Discrete Diffusion from Snapshots
by: Zekri, Oussama, et al.
Published: (2026)

Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression
by: Mao, Yixiu, et al.
Published: (2024)

SaDiT: Efficient Protein Backbone Design via Latent Structural Tokenization and Diffusion Transformers
by: Mo, Shentong, et al.
Published: (2026)

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone
by: Singh, Vaibhav, et al.
Published: (2025)

Adaptive Policy Backbone via Shared Network
by: Park, Bumgeun, et al.
Published: (2025)

FLEX: A Backbone for Diffusion-Based Modeling of Spatio-temporal Physical Systems
by: Erichson, N. Benjamin, et al.
Published: (2025)

Mitigating the Likelihood Paradox in Flow-based OOD Detection via Entropy Manipulation
by: Kim, Donghwan, et al.
Published: (2026)

Distilled Protein Backbone Generation
by: Xie, Liyang, et al.
Published: (2025)

Adjusting Pretrained Backbones for Performativity
by: Demirel, Berker, et al.
Published: (2024)

Learning Individual Dynamics from Sparse Cross-Sectional Snapshots
by: Lagemann, Christian, et al.
Published: (2026)

Anomaly Detection and Generation with Diffusion Models: A Survey
by: Liu, Yang, et al.
Published: (2025)

Sparsely Supervised Diffusion
by: Zhao, Wenshuai, et al.
Published: (2026)

SparseDM: Toward Sparse Efficient Diffusion Models
by: Wang, Kafeng, et al.
Published: (2024)

RL Fine-Tuning Heals OOD Forgetting in SFT
by: Jin, Hangzhan, et al.
Published: (2025)

MahaVar: OOD Detection via Class-wise Mahalanobis Distance Variance under Neural Collapse
by: Kim, Donghwan, et al.
Published: (2026)

Breaking Agent Backbones: Evaluating the Security of Backbone LLMs in AI Agents
by: Bazinska, Julia, et al.
Published: (2025)

A Simple and Effective Method for Uncertainty Quantification and OOD Detection
by: Ma, Yaxin, et al.
Published: (2025)

Reliable OOD Virtual Screening with Extrapolatory Pseudo-Label Matching
by: Qu, Yunni, et al.
Published: (2024)

Algebraic Positional Encodings
by: Kogkalidis, Konstantinos, et al.
Published: (2023)

SnapE -- Training Snapshot Ensembles of Link Prediction Models
by: Shaban, Ali, et al.
Published: (2024)

Reinforcement Learning With Sparse-Executing Actions via Sparsity Regularization
by: Pang, Jing-Cheng, et al.
Published: (2021)

Merging Smarter, Generalizing Better: Enhancing Model Merging on OOD Data
by: Zhang, Bingjie, et al.
Published: (2025)

Offline RL with Smooth OOD Generalization in Convex Hull and its Neighborhood
by: Yao, Qingmao, et al.
Published: (2025)

Evidential Spectrum-Aware Contrastive Learning for OOD Detection in Dynamic Graphs
by: Sun, Nan, et al.
Published: (2025)

HASTE: Hardware-Aware Dynamic Sparse Training for Large Output Spaces
by: Ullah, Nasib, et al.
Published: (2026)

Variational OOD State Correction for Offline Reinforcement Learning
by: Jiang, Ke, et al.
Published: (2025)

SE(3)-Stochastic Flow Matching for Protein Backbone Generation
by: Bose, Avishek Joey, et al.
Published: (2023)

From Sparsity to Simplicity: Enabling Simpler Sequential Replacements via Sparse Attention Distillation
by: Ren, Yuxin, et al.
Published: (2026)

FedSDWC: Federated Synergistic Dual-Representation Weak Causal Learning for OOD
by: Huang, Zhenyuan, et al.
Published: (2025)

Don't Retrain, Align: Adapting Autoregressive LMs to Diffusion LMs via Representation Alignment
by: Peng, Fred Zhangzhi, et al.
Published: (2026)

EsaCL: Efficient Continual Learning of Sparse Models
by: Ren, Weijieying, et al.
Published: (2024)

It Ain't That Bad: Understanding the Mysterious Performance Drop in OOD Generalization for Generative Transformer Models
by: Xu, Xingcheng, et al.
Published: (2023)

VLBM: Variational Latent Basis Modeling for OOD Robust Multivariate Time Series Forecasting
by: Zhang, Xudong, et al.
Published: (2026)