Threshold-Consistent Margin Loss for Open-World Deep Metric Learning
Fuente:
arXiv
Guardado en:
| Autores principales: | Zhang, Qin, Xu, Linghan, Tang, Qingming, Fang, Jun, Wu, Ying Nian, Tighe, Joe, Xing, Yifan |
|---|---|
| Formato: | Preprint |
| Publicado: |
2023
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Learning for Transductive Threshold Calibration in Open-World Recognition
por: Zhang, Qin, et al.
Publicado: (2023)
por: Zhang, Qin, et al.
Publicado: (2023)
Open-World Dynamic Prompt and Continual Visual Representation Learning
por: Kim, Youngeun, et al.
Publicado: (2024)
por: Kim, Youngeun, et al.
Publicado: (2024)
DAAL: Density-Aware Adaptive Line Margin Loss for Multi-Modal Deep Metric Learning
por: Gebrerufael, Hadush Hailu, et al.
Publicado: (2024)
por: Gebrerufael, Hadush Hailu, et al.
Publicado: (2024)
Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection
por: Yu, Zhipeng, et al.
Publicado: (2025)
por: Yu, Zhipeng, et al.
Publicado: (2025)
Hawk: Learning to Understand Open-World Video Anomalies
por: Tang, Jiaqi, et al.
Publicado: (2024)
por: Tang, Jiaqi, et al.
Publicado: (2024)
Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection
por: Li, Feiran, et al.
Publicado: (2024)
por: Li, Feiran, et al.
Publicado: (2024)
Anti-Collapse Loss for Deep Metric Learning Based on Coding Rate Metric
por: Jiang, Xiruo, et al.
Publicado: (2024)
por: Jiang, Xiruo, et al.
Publicado: (2024)
Ground-V: Teaching VLMs to Ground Complex Instructions in Pixels
por: Zong, Yongshuo, et al.
Publicado: (2025)
por: Zong, Yongshuo, et al.
Publicado: (2025)
Open-Set Vein Biometric Recognition with Deep Metric Learning
por: Pilarek, Paweł, et al.
Publicado: (2026)
por: Pilarek, Paweł, et al.
Publicado: (2026)
Loss Functions and Metrics in Deep Learning
por: Terven, Juan, et al.
Publicado: (2023)
por: Terven, Juan, et al.
Publicado: (2023)
v-CLR: View-Consistent Learning for Open-World Instance Segmentation
por: Zhang, Chang-Bin, et al.
Publicado: (2025)
por: Zhang, Chang-Bin, et al.
Publicado: (2025)
Open-Vocabulary Scene Text Recognition via Pseudo-Image Labeling and Margin Loss
por: Ren, Xuhua, et al.
Publicado: (2024)
por: Ren, Xuhua, et al.
Publicado: (2024)
World Consistency Score: A Unified Metric for Video Generation Quality
por: Rakheja, Akshat, et al.
Publicado: (2025)
por: Rakheja, Akshat, et al.
Publicado: (2025)
Decorrelating Structure via Adapters Makes Ensemble Learning Practical for Semi-supervised Learning
por: Wu, Jiaqi, et al.
Publicado: (2024)
por: Wu, Jiaqi, et al.
Publicado: (2024)
Collaborative Temporal Consistency Learning for Point-supervised Natural Language Video Localization
por: Tao, Zhuo, et al.
Publicado: (2025)
por: Tao, Zhuo, et al.
Publicado: (2025)
ExpFace: Exponential Angular Margin Loss for Deep Face Recognition
por: Zheng, Jinhui, et al.
Publicado: (2025)
por: Zheng, Jinhui, et al.
Publicado: (2025)
WorldMem: Long-term Consistent World Simulation with Memory
por: Xiao, Zeqi, et al.
Publicado: (2025)
por: Xiao, Zeqi, et al.
Publicado: (2025)
SDVPT: Semantic-Driven Visual Prompt Tuning for Open-World Object Counting
por: Zhao, Yiming, et al.
Publicado: (2025)
por: Zhao, Yiming, et al.
Publicado: (2025)
VisRef: Visual Refocusing while Thinking Improves Test-Time Scaling in Multi-Modal Large Reasoning Models
por: Ghosal, Soumya Suvra, et al.
Publicado: (2026)
por: Ghosal, Soumya Suvra, et al.
Publicado: (2026)
Deep Reversible Consistency Learning for Cross-modal Retrieval
por: Pu, Ruitao, et al.
Publicado: (2025)
por: Pu, Ruitao, et al.
Publicado: (2025)
A Unified Perspective for Loss-Oriented Imbalanced Learning via Localization
por: Wang, Zitai, et al.
Publicado: (2023)
por: Wang, Zitai, et al.
Publicado: (2023)
GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors
por: Xu, Tian-Xing, et al.
Publicado: (2025)
por: Xu, Tian-Xing, et al.
Publicado: (2025)
PD-Loss: Proxy-Decidability for Efficient Metric Learning
por: Silva, Pedro, et al.
Publicado: (2025)
por: Silva, Pedro, et al.
Publicado: (2025)
Deep Active Learning in the Open World
por: Xie, Tian, et al.
Publicado: (2024)
por: Xie, Tian, et al.
Publicado: (2024)
World-Consistent Data Generation for Vision-and-Language Navigation
por: Zhong, Yu, et al.
Publicado: (2024)
por: Zhong, Yu, et al.
Publicado: (2024)
Mind the Way You Select Negative Texts: Pursuing the Distance Consistency in OOD Detection with VLMs
por: Xu, Zhikang, et al.
Publicado: (2026)
por: Xu, Zhikang, et al.
Publicado: (2026)
Towards Open-World Referring Expression Comprehension: A Benchmark with Training-free Multi-task Consistency Checker
por: Wu, Zongjian, et al.
Publicado: (2026)
por: Wu, Zongjian, et al.
Publicado: (2026)
CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss
por: Pitawela, Dileepa, et al.
Publicado: (2025)
por: Pitawela, Dileepa, et al.
Publicado: (2025)
Learning Geodesics of Geometric Shape Deformations From Images
por: Wu, Nian, et al.
Publicado: (2024)
por: Wu, Nian, et al.
Publicado: (2024)
MTA-Agent: An Open Recipe for Multimodal Deep Search Agents
por: Peng, Xiangyu, et al.
Publicado: (2026)
por: Peng, Xiangyu, et al.
Publicado: (2026)
Consistency Beyond Contrast: Enhancing Open-Vocabulary Object Detection Robustness via Contextual Consistency Learning
por: Li, Bozhao, et al.
Publicado: (2026)
por: Li, Bozhao, et al.
Publicado: (2026)
OwMatch: Conditional Self-Labeling with Consistency for Open-World Semi-Supervised Learning
por: Niu, Shengjie, et al.
Publicado: (2024)
por: Niu, Shengjie, et al.
Publicado: (2024)
Margin-Consistent Deep Subtyping of Invasive Lung Adenocarcinoma via Perturbation Fidelity in Whole-Slide Image Analysis
por: Rad, Meghdad Sabouri, et al.
Publicado: (2026)
por: Rad, Meghdad Sabouri, et al.
Publicado: (2026)
Multimodal Learning To Improve Cardiac Late Mechanical Activation Detection From Cine MR Images
por: Xing, Jiarui, et al.
Publicado: (2024)
por: Xing, Jiarui, et al.
Publicado: (2024)
Geometry-Aware Rotary Position Embedding for Consistent Video World Model
por: Xiang, Chendong, et al.
Publicado: (2026)
por: Xiang, Chendong, et al.
Publicado: (2026)
AstraNav-World: World Model for Foresight Control and Consistency
por: Chen, Jintao, et al.
Publicado: (2025)
por: Chen, Jintao, et al.
Publicado: (2025)
MetricDepth: Enhancing Monocular Depth Estimation with Deep Metric Learning
por: Liu, Chunpu, et al.
Publicado: (2024)
por: Liu, Chunpu, et al.
Publicado: (2024)
Uncertainty-aware Long-tailed Weights Model the Utility of Pseudo-labels for Semi-supervised Learning
por: Wu, Jiaqi, et al.
Publicado: (2025)
por: Wu, Jiaqi, et al.
Publicado: (2025)
Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers
por: Ngnawé, Jonas, et al.
Publicado: (2024)
por: Ngnawé, Jonas, et al.
Publicado: (2024)
Loss it right: Euclidean and Riemannian Metrics in Learning-based Visual Odometry
por: Álvarez-Tuñón, Olaya, et al.
Publicado: (2023)
por: Álvarez-Tuñón, Olaya, et al.
Publicado: (2023)
Ejemplares similares
-
Learning for Transductive Threshold Calibration in Open-World Recognition
por: Zhang, Qin, et al.
Publicado: (2023) -
Open-World Dynamic Prompt and Continual Visual Representation Learning
por: Kim, Youngeun, et al.
Publicado: (2024) -
DAAL: Density-Aware Adaptive Line Margin Loss for Multi-Modal Deep Metric Learning
por: Gebrerufael, Hadush Hailu, et al.
Publicado: (2024) -
Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection
por: Yu, Zhipeng, et al.
Publicado: (2025) -
Hawk: Learning to Understand Open-World Video Anomalies
por: Tang, Jiaqi, et al.
Publicado: (2024)