On Pitfalls of $\textit{RemOve-And-Retrain}$: Data Processing Inequality Perspective
Fuente:
arXiv
Saved in:
| Main Authors: | Song, Junhwa, Cha, Keumgang, Seo, Junghoon |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Billion-scale Foundation Model for Remote Sensing Images
by: Cha, Keumgang, et al.
Published: (2023)
by: Cha, Keumgang, et al.
Published: (2023)
Pushing the Limits of Vision-Language Models in Remote Sensing without Human Annotations
by: Cha, Keumgang, et al.
Published: (2024)
by: Cha, Keumgang, et al.
Published: (2024)
Geometric Remove-and-Retrain (GOAR): Coordinate-Invariant eXplainable AI Assessment
by: Park, Yong-Hyun, et al.
Published: (2024)
by: Park, Yong-Hyun, et al.
Published: (2024)
Understanding Model Calibration -- A gentle introduction and visual exploration of calibration and the expected calibration error (ECE)
by: Pavlovic, Maja
Published: (2025)
by: Pavlovic, Maja
Published: (2025)
Regularizing Attention Scores with Bootstrapping
by: Chung, Neo Christopher, et al.
Published: (2026)
by: Chung, Neo Christopher, et al.
Published: (2026)
ECG-IMN: Interpretable Mesomorphic Neural Networks for 12-Lead Electrocardiogram Interpretation
by: Thambawita, Vajira, et al.
Published: (2026)
by: Thambawita, Vajira, et al.
Published: (2026)
Attacking Bayes: On the Adversarial Robustness of Bayesian Neural Networks
by: Feng, Yunzhen, et al.
Published: (2024)
by: Feng, Yunzhen, et al.
Published: (2024)
Pitfalls of topology-aware image segmentation
by: Berger, Alexander H., et al.
Published: (2024)
by: Berger, Alexander H., et al.
Published: (2024)
Generative Synthetic Data for Causal Inference: Pitfalls, Remedies, and Opportunities
by: Xu, Yichen
Published: (2026)
by: Xu, Yichen
Published: (2026)
Overcoming Data Inequality across Domains with Semi-Supervised Domain Generalization
by: Park, Jinha, et al.
Published: (2024)
by: Park, Jinha, et al.
Published: (2024)
CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process
by: Chen, Guangyi, et al.
Published: (2024)
by: Chen, Guangyi, et al.
Published: (2024)
CausAdv: A Causal-based Framework for Detecting Adversarial Examples
by: Debbi, Hichem
Published: (2024)
by: Debbi, Hichem
Published: (2024)
Natural Counterfactuals With Necessary Backtracking
by: Hao, Guang-Yuan, et al.
Published: (2024)
by: Hao, Guang-Yuan, et al.
Published: (2024)
A Fourier Space Perspective on Diffusion Models
by: Falck, Fabian, et al.
Published: (2025)
by: Falck, Fabian, et al.
Published: (2025)
Improving Prototypical Visual Explanations with Reward Reweighing, Reselection, and Retraining
by: Li, Aaron J., et al.
Published: (2023)
by: Li, Aaron J., et al.
Published: (2023)
Align Your Tangent: Training Better Consistency Models via Manifold-Aligned Tangents
by: Kim, Beomsu, et al.
Published: (2025)
by: Kim, Beomsu, et al.
Published: (2025)
Hyperspherical Autoencoder for High-Fidelity Image Reconstruction and Generation
by: Chang, Hun, et al.
Published: (2026)
by: Chang, Hun, et al.
Published: (2026)
SoK: Pitfalls in Evaluating Black-Box Attacks
by: Suya, Fnu, et al.
Published: (2023)
by: Suya, Fnu, et al.
Published: (2023)
Hausdorff Distance Matching with Adaptive Query Denoising for Rotated Detection Transformer
by: Lee, Hakjin, et al.
Published: (2023)
by: Lee, Hakjin, et al.
Published: (2023)
Unraveling the Smoothness Properties of Diffusion Models: A Gaussian Mixture Perspective
by: Liang, Yingyu, et al.
Published: (2024)
by: Liang, Yingyu, et al.
Published: (2024)
Skrr: Skip and Re-use Text Encoder Layers for Memory Efficient Text-to-Image Generation
by: Seo, Hoigi, et al.
Published: (2025)
by: Seo, Hoigi, et al.
Published: (2025)
$\textit{Jump Your Steps}$: Optimizing Sampling Schedule of Discrete Diffusion Models
by: Park, Yong-Hyun, et al.
Published: (2024)
by: Park, Yong-Hyun, et al.
Published: (2024)
Edge-case Synthesis for Fisheye Object Detection: A Data-centric Perspective
by: Kim, Seunghyeon, et al.
Published: (2025)
by: Kim, Seunghyeon, et al.
Published: (2025)
Aligning Text to Image in Diffusion Models is Easier Than You Think
by: Lee, Jaa-Yeon, et al.
Published: (2025)
by: Lee, Jaa-Yeon, et al.
Published: (2025)
Registration-Free Monitoring of Unstructured Point Cloud Data via Intrinsic Geometrical Properties
by: Patalano, Mariafrancesca, et al.
Published: (2025)
by: Patalano, Mariafrancesca, et al.
Published: (2025)
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective
by: Li, Jeng-Lin, et al.
Published: (2024)
by: Li, Jeng-Lin, et al.
Published: (2024)
Unveiling the Pitfalls of Knowledge Editing for Large Language Models
by: Li, Zhoubo, et al.
Published: (2023)
by: Li, Zhoubo, et al.
Published: (2023)
ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments
by: Cha, Taehun, et al.
Published: (2024)
by: Cha, Taehun, et al.
Published: (2024)
Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling
by: Seo, Minhyuk, et al.
Published: (2024)
by: Seo, Minhyuk, et al.
Published: (2024)
A False Discovery Rate Control Method Using a Fully Connected Hidden Markov Random Field for Neuroimaging Data
by: Kim, Taehyo, et al.
Published: (2025)
by: Kim, Taehyo, et al.
Published: (2025)
The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective
by: Qin, Zhen, et al.
Published: (2024)
by: Qin, Zhen, et al.
Published: (2024)
X-AVDT: Audio-Visual Cross-Attention for Robust Deepfake Detection
by: Kim, Youngseo, et al.
Published: (2026)
by: Kim, Youngseo, et al.
Published: (2026)
Multimodal Alignment with Cross-Attentive GRUs for Fine-Grained Video Understanding
by: Kim, Namho, et al.
Published: (2025)
by: Kim, Namho, et al.
Published: (2025)
Multi-modal Machine Learning for Vehicle Rating Predictions Using Image, Text, and Parametric Data
by: Su, Hanqi, et al.
Published: (2023)
by: Su, Hanqi, et al.
Published: (2023)
SynRES: Towards Referring Expression Segmentation in the Wild via Synthetic Data
by: Kim, Dong-Hee, et al.
Published: (2025)
by: Kim, Dong-Hee, et al.
Published: (2025)
CVA: Context-aware Video-text Alignment for Video Temporal Grounding
by: Moon, Sungho, et al.
Published: (2026)
by: Moon, Sungho, et al.
Published: (2026)
TTA-DAME: Test-Time Adaptation with Domain Augmentation and Model Ensemble for Dynamic Driving Conditions
by: Jeon, Dongjae, et al.
Published: (2025)
by: Jeon, Dongjae, et al.
Published: (2025)
Efficient Long Video Tokenization via Coordinate-based Patch Reconstruction
by: Jang, Huiwon, et al.
Published: (2024)
by: Jang, Huiwon, et al.
Published: (2024)
Align Your Query: Representation Alignment for Multimodality Medical Object Detection
by: Seo, Ara, et al.
Published: (2025)
by: Seo, Ara, et al.
Published: (2025)
Continuous Video Process: Modeling Videos as Continuous Multi-Dimensional Processes for Video Prediction
by: Shrivastava, Gaurav, et al.
Published: (2024)
by: Shrivastava, Gaurav, et al.
Published: (2024)
Similar Items
-
A Billion-scale Foundation Model for Remote Sensing Images
by: Cha, Keumgang, et al.
Published: (2023) -
Pushing the Limits of Vision-Language Models in Remote Sensing without Human Annotations
by: Cha, Keumgang, et al.
Published: (2024) -
Geometric Remove-and-Retrain (GOAR): Coordinate-Invariant eXplainable AI Assessment
by: Park, Yong-Hyun, et al.
Published: (2024) -
Understanding Model Calibration -- A gentle introduction and visual exploration of calibration and the expected calibration error (ECE)
by: Pavlovic, Maja
Published: (2025) -
Regularizing Attention Scores with Bootstrapping
by: Chung, Neo Christopher, et al.
Published: (2026)