Copertina

Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Gao, Zhitong, Li, Bingnan, Salzmann, Mathieu, He, Xuming
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

MILD: Modeling the Instance Learning Dynamics for Learning with Noisy Labels
di: Hu, Chuanyang, et al.
Pubblicazione: (2023)

OMH: Structured Sparsity via Optimally Matched Hierarchy for Unsupervised Semantic Segmentation
di: Ozaydin, Baran, et al.
Pubblicazione: (2024)

Fast and Flexible Robustness Certificates for Semantic Segmentation
di: Massena, Thomas, et al.
Pubblicazione: (2025)

LocPoseNet: Robust Location Prior for Unseen Object Pose Estimation
di: Zhao, Chen, et al.
Pubblicazione: (2022)

CLEAR: Causal Learning Framework For Robust Histopathology Tumor Detection Under Out-Of-Distribution Shifts
di: Thi, Kieu-Anh Truong, et al.
Pubblicazione: (2025)

Satellite Image Time Series Semantic Change Detection: Novel Architecture and Analysis of Domain Shift
di: Vincent, Elliot, et al.
Pubblicazione: (2024)

GigaPose: Fast and Robust Novel Object Pose Estimation via One Correspondence
di: Nguyen, Van Nguyen, et al.
Pubblicazione: (2023)

Part-Aware Open-Vocabulary 3D Affordance Grounding via Prototypical Semantic and Geometric Alignment
di: Gou, Dongqiang, et al.
Pubblicazione: (2026)

Confidence-Calibrating Regularization for Robust Brain MRI Segmentation Under Domain Shift
di: Khan, Behraj, et al.
Pubblicazione: (2025)

Unsupervised Source-Free Ranking of Biomedical Segmentation Models Under Distribution Shift
di: Talks, Joshua, et al.
Pubblicazione: (2025)

EIFNet: Leveraging Event-Image Fusion for Robust Semantic Segmentation
di: Li, Zhijiang, et al.
Pubblicazione: (2025)

Towards Robust Pseudo-Label Learning in Semantic Segmentation: An Encoding Perspective
di: Li, Wangkai, et al.
Pubblicazione: (2025)

Robust Distribution Alignment for Industrial Anomaly Detection under Distribution Shift
di: Liao, Jingyi, et al.
Pubblicazione: (2025)

JANUS: Anatomy-Conditioned Gating for Robust CT Triage Under Distribution Shift
di: Dahal, Lavsen, et al.
Pubblicazione: (2026)

SINDER: Repairing the Singular Defects of DINOv2
di: Wang, Haoqi, et al.
Pubblicazione: (2024)

Exploiting Inherent Class Label: Towards Robust Scribble Supervised Semantic Segmentation
di: Zhang, Xinliang, et al.
Pubblicazione: (2025)

MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation
di: Liao, Chenfei, et al.
Pubblicazione: (2025)

On the Robustness of Human-Object Interaction Detection against Distribution Shift
di: Xie, Chi, et al.
Pubblicazione: (2025)

UniD-Shift: Towards Unified Semantic Segmentation via Interpretable Share-Private Multimodal Decomposition
di: Zhang, Shuai, et al.
Pubblicazione: (2026)

All Seeds Are Not Equal: Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds
di: Li, Shuangqi, et al.
Pubblicazione: (2024)

DSGG: Dense Relation Transformer for an End-to-end Scene Graph Generation
di: Hayder, Zeeshan, et al.
Pubblicazione: (2024)

CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation
di: Zhang, Xuming, et al.
Pubblicazione: (2024)

Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality Robustness
di: Liao, Chenfei, et al.
Pubblicazione: (2025)

Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation
di: Pan, Zhiyi, et al.
Pubblicazione: (2024)

Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning
di: Li, Rongjie, et al.
Pubblicazione: (2024)

OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation
di: Zhong, Ding, et al.
Pubblicazione: (2025)

Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation
di: Zhang, Xuming, et al.
Pubblicazione: (2024)

Mitigating Background Shift in Class-Incremental Semantic Segmentation
di: Park, Gilhan, et al.
Pubblicazione: (2024)

Mitigating Distributional Shift in Semantic Segmentation via Uncertainty Estimation from Unlabelled Data
di: Williams, David S. W., et al.
Pubblicazione: (2024)

QDFormer: Towards Robust Audiovisual Segmentation in Complex Environments with Quantization-based Semantic Decomposition
di: Li, Xiang, et al.
Pubblicazione: (2023)

Efficient Semantic Segmentation via Lightweight Multiple-Information Interaction Network
di: Qiu, Yangyang, et al.
Pubblicazione: (2024)

Denoise and Align: Towards Source-Free UDA for Robust Panoramic Semantic Segmentation
di: Chang, Yaowen, et al.
Pubblicazione: (2026)

OpenMaterial: A Large-scale Dataset of Complex Materials for 3D Reconstruction
di: Dang, Zheng, et al.
Pubblicazione: (2024)

CLOAF: CoLlisiOn-Aware Human Flow
di: Davydov, Andrey, et al.
Pubblicazione: (2024)

HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields
di: Qi, Haozhe, et al.
Pubblicazione: (2024)

Adaptive Multi-step Refinement Network for Robust Point Cloud Registration
di: Chen, Zhi, et al.
Pubblicazione: (2023)

DSI2I: Dense Style for Unpaired Image-to-Image Translation
di: Ozaydin, Baran, et al.
Pubblicazione: (2022)

FastPose-ViT: A Vision Transformer for Real-Time Spacecraft Pose Estimation
di: Ancey, Pierre, et al.
Pubblicazione: (2025)

Filter or Compensate: Towards Invariant Representation from Distribution Shift for Anomaly Detection
di: Chen, Zining, et al.
Pubblicazione: (2024)

Towards Distribution-Shift Uncertainty Estimation for Inverse Problems with Generative Priors
di: Kim, Namhoon, et al.
Pubblicazione: (2025)