Enhanced Model Robustness to Input Corruptions by Per-corruption Adaptation of Normalization Statistics
Fuente:
arXiv
Saved in:
| Main Authors: | Camuffo, Elena, Michieli, Umberto, Milani, Simone, Moon, Jijoong, Ozay, Mete |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FFT-based Selection and Optimization of Statistics for Robust Recognition of Severely Corrupted Images
by: Camuffo, Elena, et al.
Published: (2024)
by: Camuffo, Elena, et al.
Published: (2024)
MOCHA: Multi-modal Objects-aware Cross-arcHitecture Alignment
by: Camuffo, Elena, et al.
Published: (2025)
by: Camuffo, Elena, et al.
Published: (2025)
Object-conditioned Bag of Instances for Few-Shot Personalized Instance Recognition
by: Michieli, Umberto, et al.
Published: (2024)
by: Michieli, Umberto, et al.
Published: (2024)
Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection
by: Barbato, Francesco, et al.
Published: (2024)
by: Barbato, Francesco, et al.
Published: (2024)
Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation
by: Camuffo, Elena, et al.
Published: (2023)
by: Camuffo, Elena, et al.
Published: (2023)
Controllable Forgetting Mechanism for Few-Shot Class-Incremental Learning
by: Paramonov, Kirill, et al.
Published: (2025)
by: Paramonov, Kirill, et al.
Published: (2025)
Swiss DINO: Efficient and Versatile Vision Framework for On-device Personal Object Search
by: Paramonov, Kirill, et al.
Published: (2024)
by: Paramonov, Kirill, et al.
Published: (2024)
A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation
by: Barbato, Francesco, et al.
Published: (2024)
by: Barbato, Francesco, et al.
Published: (2024)
Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data
by: Camuffo, Elena, et al.
Published: (2023)
by: Camuffo, Elena, et al.
Published: (2023)
Feature-Space Generative Models for One-Shot Class-Incremental Learning
by: Foster, Jack, et al.
Published: (2026)
by: Foster, Jack, et al.
Published: (2026)
Deep Neural Network Models Trained With A Fixed Random Classifier Transfer Better Across Domains
by: Ali, Hafiz Tiomoko, et al.
Published: (2024)
by: Ali, Hafiz Tiomoko, et al.
Published: (2024)
LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation
by: Shenaj, Donald, et al.
Published: (2024)
by: Shenaj, Donald, et al.
Published: (2024)
DreamCache: Finetuning-Free Lightweight Personalized Image Generation via Feature Caching
by: Aiello, Emanuele, et al.
Published: (2024)
by: Aiello, Emanuele, et al.
Published: (2024)
Continual Road-Scene Semantic Segmentation via Feature-Aligned Symmetric Multi-Modal Network
by: Barbato, Francesco, et al.
Published: (2023)
by: Barbato, Francesco, et al.
Published: (2023)
MemLoRA: Distilling Expert Adapters for On-Device Memory Systems
by: Bini, Massimo, et al.
Published: (2025)
by: Bini, Massimo, et al.
Published: (2025)
SAGE: Semantic-Driven Adaptive Gaussian Splatting in Extended Reality
by: Schiavo, Chiara, et al.
Published: (2025)
by: Schiavo, Chiara, et al.
Published: (2025)
Split&Splat: Zero-Shot Panoptic Segmentation via Explicit Instance Modeling and 3D Gaussian Splatting
by: Monchieri, Leonardo, et al.
Published: (2026)
by: Monchieri, Leonardo, et al.
Published: (2026)
Continual Error Correction on Low-Resource Devices
by: Paramonov, Kirill, et al.
Published: (2025)
by: Paramonov, Kirill, et al.
Published: (2025)
HOP to the Next Tasks and Domains for Continual Learning in NLP
by: Michieli, Umberto, et al.
Published: (2024)
by: Michieli, Umberto, et al.
Published: (2024)
Efficient Compositional Multi-tasking for On-device Large Language Models
by: Bohdal, Ondrej, et al.
Published: (2025)
by: Bohdal, Ondrej, et al.
Published: (2025)
Mem-MLP: Real-Time 3D Human Motion Generation from Sparse Inputs
by: Mutlu, Sinan, et al.
Published: (2025)
by: Mutlu, Sinan, et al.
Published: (2025)
Efficient 3D Full-Body Motion Generation from Sparse Tracking Inputs with Temporal Windows
by: Angelis, Georgios Fotios, et al.
Published: (2025)
by: Angelis, Georgios Fotios, et al.
Published: (2025)
Improving Robustness of Vision-Language-Action Models by Restoring Corrupted Visual Inputs
by: Orjuela, Daniel Yezid Guarnizo, et al.
Published: (2026)
by: Orjuela, Daniel Yezid Guarnizo, et al.
Published: (2026)
A Model for Every User and Budget: Label-Free and Personalized Mixed-Precision Quantization
by: Fish, Edward, et al.
Published: (2023)
by: Fish, Edward, et al.
Published: (2023)
Data-driven Clustering and Merging of Adapters for On-device Large Language Models
by: Bohdal, Ondrej, et al.
Published: (2026)
by: Bohdal, Ondrej, et al.
Published: (2026)
FedPromo: Federated Lightweight Proxy Models at the Edge Bring New Domains to Foundation Models
by: Caligiuri, Matteo, et al.
Published: (2025)
by: Caligiuri, Matteo, et al.
Published: (2025)
Geometrically Consistent Multi-View Scene Generation from Freehand Sketches
by: Bourouis, Ahmed, et al.
Published: (2026)
by: Bourouis, Ahmed, et al.
Published: (2026)
SB-BEVFusion: Enhancing the Robustness against Sensor Malfunction and Corruptions
by: Essl, Markus, et al.
Published: (2026)
by: Essl, Markus, et al.
Published: (2026)
Analysing the Robustness of Vision-Language-Models to Common Corruptions
by: Usama, Muhammad, et al.
Published: (2025)
by: Usama, Muhammad, et al.
Published: (2025)
Enhancing the Rate-Distortion-Perception Flexibility of Learned Image Codecs with Conditional Diffusion Decoders
by: Mari, Daniele, et al.
Published: (2024)
by: Mari, Daniele, et al.
Published: (2024)
Common Corruptions for Enhancing and Evaluating Robustness in Air-to-Air Visual Object Detection
by: Arsenos, Anastasios, et al.
Published: (2024)
by: Arsenos, Anastasios, et al.
Published: (2024)
Channel-Selective Normalization for Label-Shift Robust Test-Time Adaptation
by: Vianna, Pedro, et al.
Published: (2024)
by: Vianna, Pedro, et al.
Published: (2024)
Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation
by: Oh, Yeongtak, et al.
Published: (2024)
by: Oh, Yeongtak, et al.
Published: (2024)
Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions
by: Zeng, Runhao, et al.
Published: (2024)
by: Zeng, Runhao, et al.
Published: (2024)
A Survey on the Robustness of Computer Vision Models against Common Corruptions
by: Wang, Shunxin, et al.
Published: (2023)
by: Wang, Shunxin, et al.
Published: (2023)
RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation
by: Liu, Chang, et al.
Published: (2023)
by: Liu, Chang, et al.
Published: (2023)
Monocular Per-Object Distance Estimation with Masked Object Modeling
by: Panariello, Aniello, et al.
Published: (2024)
by: Panariello, Aniello, et al.
Published: (2024)
Benchmarking the Robustness of UAV Tracking Against Common Corruptions
by: Liu, Xiaoqiong, et al.
Published: (2024)
by: Liu, Xiaoqiong, et al.
Published: (2024)
Uniformity First: Uniformity-aware Test-time Adaptation of Vision-language Models against Image Corruption
by: Adachi, Kazuki, et al.
Published: (2025)
by: Adachi, Kazuki, et al.
Published: (2025)
Efficient and Accurate Scene Text Recognition with Cascaded-Transformers
by: Ozkan, Savas, et al.
Published: (2025)
by: Ozkan, Savas, et al.
Published: (2025)
Similar Items
-
FFT-based Selection and Optimization of Statistics for Robust Recognition of Severely Corrupted Images
by: Camuffo, Elena, et al.
Published: (2024) -
MOCHA: Multi-modal Objects-aware Cross-arcHitecture Alignment
by: Camuffo, Elena, et al.
Published: (2025) -
Object-conditioned Bag of Instances for Few-Shot Personalized Instance Recognition
by: Michieli, Umberto, et al.
Published: (2024) -
Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection
by: Barbato, Francesco, et al.
Published: (2024) -
Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation
by: Camuffo, Elena, et al.
Published: (2023)