Cover Image

Multi-Narrow Transformation as a Single-Model Ensemble: Boundary Conditions, Mechanisms, and Failure Modes

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hasegawa, Tatsuhito, Tanaka, Taisei
Format:	Preprint
Published:	2026
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Channel-Free Human Activity Recognition via Inductive-Bias-Aware Fusion Design for Heterogeneous IoT Sensor Environments
by: Hasegawa, Tatsuhito
Published: (2026)

Analytical Softmax Temperature Setting from Feature Dimensions for Model- and Domain-Robust Classification
by: Hasegawa, Tatsuhito, et al.
Published: (2025)

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition
by: Hasegawa, Tatsuhito, et al.
Published: (2022)

Bayesian Joint Model of Multi-Sensor and Failure Event Data for Multi-Mode Failure Prediction
by: Fard, Sina Aghaee Dabaghan, et al.
Published: (2025)

In Transformer We Trust? A Perspective on Transformer Architecture Failure Modes
by: Mondal, Trishit, et al.
Published: (2026)

Understanding the Failure Modes of Transformers through the Lens of Graph Neural Networks
by: Lee, Hunjae
Published: (2025)

SLO-Conditioned Action Routing for Retrieval-Augmented Generation: Objective Ablation and Failure Modes
by: Nunepalli, Bharath
Published: (2025)

Quantile Activation: Correcting a Failure Mode of ML Models
by: Challa, Aditya, et al.
Published: (2024)

Is BatchEnsemble a Single Model? On Calibration and Diversity of Efficient Ensembles
by: Zamyatin, Anton, et al.
Published: (2026)

PINNs Failure Modes are Overfitting
by: Andersen, Nigel T., et al.
Published: (2026)

Noisy Deep Ensemble: Accelerating Deep Ensemble Learning via Noise Injection
by: Sakai, Shunsuke, et al.
Published: (2025)

Conditional Equivalence of DPO and RLHF: Implicit Assumption, Failure Modes, and Provable Alignment
by: Yang, Zhiqin, et al.
Published: (2026)

Multiplicative Logit Adjustment Approximates Neural-Collapse-Aware Decision Boundary Adjustment
by: Hasegawa, Naoya, et al.
Published: (2024)

Gradient Variance Reveals Failure Modes in Flow-Based Generative Models
by: Reu, Teodora, et al.
Published: (2025)

Linear Mode Connectivity in Differentiable Tree Ensembles
by: Kanoh, Ryuichi, et al.
Published: (2024)

Hybrid Ensemble-Based Travel Mode Prediction
by: Golik, Paweł, et al.
Published: (2024)

Transforming Conditional Density Estimation Into a Single Nonparametric Regression Task
by: Reisach, Alexander G., et al.
Published: (2025)

Degradation Modeling and Prognostic Analysis Under Unknown Failure Modes
by: Fu, Ying, et al.
Published: (2024)

Failure Modes in Multi-Hop QA: The Weakest Link Effect and the Recognition Bottleneck
by: Zhang, Meiru, et al.
Published: (2026)

Failure Modes of Maximum Entropy RLHF
by: Çağatan, Ömer Veysel, et al.
Published: (2025)

Improving Trip Mode Choice Modeling Using Ensemble Synthesizer (ENSY)
by: Parsi, Amirhossein, et al.
Published: (2024)

A Simple Spectral Failure Mode for Graph Convolutional Networks
by: Priebe, Carey E., et al.
Published: (2020)

Revealing Interpretable Failure Modes of VLMs
by: Chaudhary, Isha, et al.
Published: (2026)

Failure Modes of LLMs for Causal Reasoning on Narratives
by: Yamin, Khurram, et al.
Published: (2024)

Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model
by: Zanger, Moritz A., et al.
Published: (2025)

Improving Rectified Flow with Boundary Conditions
by: Hu, Xixi, et al.
Published: (2025)

Narrowing the Focus: Learned Optimizers for Pretrained Models
by: Kristiansen, Gus, et al.
Published: (2024)

Extreme Low-Bit Inference in Reasoning Models: Failure Modes and Targeted Recovery
by: Alimaskina, Ekaterina, et al.
Published: (2026)

Discrete Modeling via Boundary Conditional Diffusion Processes
by: Gu, Yuxuan, et al.
Published: (2024)

SAE: Single Architecture Ensemble Neural Networks
by: Ferianc, Martin, et al.
Published: (2024)

Linear Mode Connectivity under Data Shifts for Deep Ensembles of Image Classifiers
by: Hepburn, C., et al.
Published: (2025)

Merging Language and Domain Specific Models: The Impact on Technical Vocabulary Acquisition
by: Rousset, Thibault, et al.
Published: (2025)

Accelerating Ensemble Error Bar Prediction with Single Models Fits
by: Agrawal, Vidit, et al.
Published: (2024)

Graph Diffusion Transformers for Multi-Conditional Molecular Generation
by: Liu, Gang, et al.
Published: (2024)

Generalized Linear Mode Connectivity for Transformers
by: Theus, Alexander, et al.
Published: (2025)

Understanding the Failure Modes of Out-of-Distribution Generalization
by: Nagarajan, Vaishnavh, et al.
Published: (2020)

Zero Collapse: A Failure Mode of Policy Gradient Methods in Discontinuous Reward Environments
by: Kumar, Nishant, et al.
Published: (2026)

Safer by Diffusion, Broken by Context: Diffusion LLM's Safety Blessing and Its Failure Mode
by: He, Zeyuan, et al.
Published: (2026)

Failure Modes of Time Series Interpretability Algorithms for Critical Care Applications and Potential Solutions
by: Yadav, Shashank, et al.
Published: (2025)

Constructive Disintegration and Conditional Modes
by: Da Costa, Nathaël, et al.
Published: (2025)