Diagnosing Shortcut-Induced Rigidity in Continual Learning: The Einstellung Rigidity Index (ERI)
Fuente:
arXiv
Saved in:
| Main Authors: | Gu, Kai, Shi, Weishi |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
RigidFormer: Learning Rigid Dynamics using Transformers
by: Dou, Zhiyang, et al.
Published: (2026)
by: Dou, Zhiyang, et al.
Published: (2026)
On the Foundations of Shortcut Learning
by: Hermann, Katherine L., et al.
Published: (2023)
by: Hermann, Katherine L., et al.
Published: (2023)
Learning to Generate Rigid Body Interactions with Video Diffusion Models
by: Romero, David, et al.
Published: (2025)
by: Romero, David, et al.
Published: (2025)
Shortcut Learning Susceptibility in Vision Classifiers
by: Suhail, Pirzada, et al.
Published: (2025)
by: Suhail, Pirzada, et al.
Published: (2025)
Learning Action-Conditional and Object-Centric Gaussian Splatting World Models for Rigid Objects
by: Kreber, Jens U., et al.
Published: (2026)
by: Kreber, Jens U., et al.
Published: (2026)
Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers
by: Kuhn, Lukas, et al.
Published: (2025)
by: Kuhn, Lukas, et al.
Published: (2025)
An XAI-based Analysis of Shortcut Learning in Neural Networks
by: Le, Phuong Quynh, et al.
Published: (2025)
by: Le, Phuong Quynh, et al.
Published: (2025)
Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging
by: Müller, Sarah, et al.
Published: (2024)
by: Müller, Sarah, et al.
Published: (2024)
Rigid Single-Slice-in-Volume registration via rotation-equivariant 2D/3D feature matching
by: Brandstätter, Stefan, et al.
Published: (2024)
by: Brandstätter, Stefan, et al.
Published: (2024)
ClearGCD: Mitigating Shortcut Learning For Robust Generalized Category Discovery
by: Lyu, Kailin, et al.
Published: (2025)
by: Lyu, Kailin, et al.
Published: (2025)
Be Persistent: Towards a Unified Solution for Mitigating Shortcuts in Deep Learning
by: Dolatabadi, Hadi M., et al.
Published: (2024)
by: Dolatabadi, Hadi M., et al.
Published: (2024)
Navigate Beyond Shortcuts: Debiased Learning through the Lens of Neural Collapse
by: Wang, Yining, et al.
Published: (2024)
by: Wang, Yining, et al.
Published: (2024)
PhysGen: Rigid-Body Physics-Grounded Image-to-Video Generation
by: Liu, Shaowei, et al.
Published: (2024)
by: Liu, Shaowei, et al.
Published: (2024)
Learning to Think in Physics: Breaking Shortcut Learning in Scientific Diffusion via Representation Alignment
by: Jia, Haozhe, et al.
Published: (2026)
by: Jia, Haozhe, et al.
Published: (2026)
One Step Diffusion via Shortcut Models
by: Frans, Kevin, et al.
Published: (2024)
by: Frans, Kevin, et al.
Published: (2024)
D-NPC: Dynamic Neural Point Clouds for Non-Rigid View Synthesis from Monocular Video
by: Kappel, Moritz, et al.
Published: (2024)
by: Kappel, Moritz, et al.
Published: (2024)
Mitigating Shortcut Learning via Feature Disentanglement in Medical Imaging: A Benchmark Study
by: Müller, Sarah, et al.
Published: (2026)
by: Müller, Sarah, et al.
Published: (2026)
Disentangling Content from Style to Overcome Shortcut Learning: A Hybrid Generative-Discriminative Learning Framework
by: Fu, Siming, et al.
Published: (2025)
by: Fu, Siming, et al.
Published: (2025)
Disentanglement and Assessment of Shortcuts in Ophthalmological Retinal Imaging Exams
by: Fernandes, Leonor, et al.
Published: (2025)
by: Fernandes, Leonor, et al.
Published: (2025)
On the Design of One-step Diffusion via Shortcutting Flow Paths
by: Lin, Haitao, et al.
Published: (2025)
by: Lin, Haitao, et al.
Published: (2025)
Shortcut Invariance: Targeted Jacobian Regularization in Disentangled Latent Space
by: Pal, Shivam, et al.
Published: (2025)
by: Pal, Shivam, et al.
Published: (2025)
Mitigating Shortcut Learning with Diffusion Counterfactuals and Diverse Ensembles
by: Scimeca, Luca, et al.
Published: (2023)
by: Scimeca, Luca, et al.
Published: (2023)
Shortcut Learning in Medical Image Segmentation
by: Lin, Manxi, et al.
Published: (2024)
by: Lin, Manxi, et al.
Published: (2024)
Learning to Predict 3D Rotational Dynamics from Images of a Rigid Body with Unknown Mass Distribution
by: Mason, Justice, et al.
Published: (2023)
by: Mason, Justice, et al.
Published: (2023)
Domain-Aware Continual Zero-Shot Learning
by: Yi, Kai, et al.
Published: (2021)
by: Yi, Kai, et al.
Published: (2021)
Shortcutting Pre-trained Flow Matching Diffusion Models is Almost Free Lunch
by: Cai, Xu, et al.
Published: (2025)
by: Cai, Xu, et al.
Published: (2025)
High-Order Matching for One-Step Shortcut Diffusion Models
by: Chen, Bo, et al.
Published: (2025)
by: Chen, Bo, et al.
Published: (2025)
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts
by: Dou, Hongkun, et al.
Published: (2025)
by: Dou, Hongkun, et al.
Published: (2025)
ODE$_t$(ODE$_l$): Shortcutting the Time and the Length in Diffusion and Flow Models for Faster Sampling
by: Gudovskiy, Denis, et al.
Published: (2025)
by: Gudovskiy, Denis, et al.
Published: (2025)
Beyond Rigid: Benchmarking Non-Rigid Video Editing
by: Qu, Bingzheng, et al.
Published: (2026)
by: Qu, Bingzheng, et al.
Published: (2026)
A Shortcut-aware Video-QA Benchmark for Physical Understanding via Minimal Video Pairs
by: Krojer, Benno, et al.
Published: (2025)
by: Krojer, Benno, et al.
Published: (2025)
Why Prototypes Collapse: Diagnosing and Preventing Partial Collapse in Prototypical Self-Supervised Learning
by: Arteaga, Gabriel Y., et al.
Published: (2025)
by: Arteaga, Gabriel Y., et al.
Published: (2025)
Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning
by: Duan, Yue, et al.
Published: (2025)
by: Duan, Yue, et al.
Published: (2025)
Densely Distilling Cumulative Knowledge for Continual Learning
by: Shi, Zenglin, et al.
Published: (2024)
by: Shi, Zenglin, et al.
Published: (2024)
GACL: Exemplar-Free Generalized Analytic Continual Learning
by: Zhuang, Huiping, et al.
Published: (2024)
by: Zhuang, Huiping, et al.
Published: (2024)
Learning Single Index Models with Diffusion Priors
by: Tang, Anqi, et al.
Published: (2025)
by: Tang, Anqi, et al.
Published: (2025)
Continuous Subspace Optimization for Continual Learning
by: Cheng, Quan, et al.
Published: (2025)
by: Cheng, Quan, et al.
Published: (2025)
Synthetic Designed Experiments for Diagnosing Vision Model Failure
by: Sarkar, Krisanu
Published: (2026)
by: Sarkar, Krisanu
Published: (2026)
Mitigating Instance Entanglement in Instance-Dependent Partial Label Learning
by: Zhao, Rui, et al.
Published: (2026)
by: Zhao, Rui, et al.
Published: (2026)
Taking Shortcuts for Categorical VQA Using Super Neurons
by: Musacchio, Pierre, et al.
Published: (2026)
by: Musacchio, Pierre, et al.
Published: (2026)
Similar Items
-
RigidFormer: Learning Rigid Dynamics using Transformers
by: Dou, Zhiyang, et al.
Published: (2026) -
On the Foundations of Shortcut Learning
by: Hermann, Katherine L., et al.
Published: (2023) -
Learning to Generate Rigid Body Interactions with Video Diffusion Models
by: Romero, David, et al.
Published: (2025) -
Shortcut Learning Susceptibility in Vision Classifiers
by: Suhail, Pirzada, et al.
Published: (2025) -
Learning Action-Conditional and Object-Centric Gaussian Splatting World Models for Rigid Objects
by: Kreber, Jens U., et al.
Published: (2026)