Uncertainty Quantification in Continual Open-World Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Rios, Amanda S., Ndiour, Ibrahima J., Datta, Parual, Sydir, Jaroslaw, Tickoo, Omesh, Ahuja, Nilesh |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CUAL: Continual Uncertainty-aware Active Learner
by: Rios, Amanda, et al.
Published: (2024)
by: Rios, Amanda, et al.
Published: (2024)
CONCLAD: COntinuous Novel CLAss Detector
by: Rios, Amanda, et al.
Published: (2024)
by: Rios, Amanda, et al.
Published: (2024)
OpenFake: An Open Dataset and Platform Toward Real-World Deepfake Detection
by: Livernoche, Victor, et al.
Published: (2025)
by: Livernoche, Victor, et al.
Published: (2025)
Towards Open World Detection: A Survey
by: Bulzan, Andrei-Stefan, et al.
Published: (2025)
by: Bulzan, Andrei-Stefan, et al.
Published: (2025)
Fruit Classification System with Deep Learning and Neural Architecture Search
by: Dewi, Christine, et al.
Published: (2024)
by: Dewi, Christine, et al.
Published: (2024)
SynCo: Synthetic Hard Negatives for Contrastive Visual Representation Learning
by: Giakoumoglou, Nikolaos, et al.
Published: (2024)
by: Giakoumoglou, Nikolaos, et al.
Published: (2024)
Long Tail Image Generation Through Feature Space Augmentation and Iterated Learning
by: Elberg, Rafael, et al.
Published: (2024)
by: Elberg, Rafael, et al.
Published: (2024)
Manual Labelling Artificially Inflates Deep Learning-Based Segmentation Performance on RGB Images of Closed Canopy: Validation Using TLS
by: Allen, Matthew J., et al.
Published: (2025)
by: Allen, Matthew J., et al.
Published: (2025)
Learnings from Scaling Visual Tokenizers for Reconstruction and Generation
by: Hansen-Estruch, Philippe, et al.
Published: (2025)
by: Hansen-Estruch, Philippe, et al.
Published: (2025)
Human-Centric Anomaly Detection in Surveillance Videos Using YOLO-World and Spatio-Temporal Deep Learning
by: Naeen, Mohammad Ali Etemadi, et al.
Published: (2025)
by: Naeen, Mohammad Ali Etemadi, et al.
Published: (2025)
Few and Fewer: Learning Better from Few Examples Using Fewer Base Classes
by: Lafargue, Raphael, et al.
Published: (2024)
by: Lafargue, Raphael, et al.
Published: (2024)
Intracoronary Optical Coherence Tomography Image Processing and Vessel Classification Using Machine Learning
by: Lahchim, Amal, et al.
Published: (2026)
by: Lahchim, Amal, et al.
Published: (2026)
Methods and strategies for improving the novel view synthesis quality of neural radiation field
by: Fang, Shun, et al.
Published: (2024)
by: Fang, Shun, et al.
Published: (2024)
NOCTIS: Novel Object Cyclic Threshold based Instance Segmentation
by: Gandyra, Max, et al.
Published: (2025)
by: Gandyra, Max, et al.
Published: (2025)
SoccerNet-v3D: Leveraging Sports Broadcast Replays for 3D Scene Understanding
by: Gutiérrez-Pérez, Marc, et al.
Published: (2025)
by: Gutiérrez-Pérez, Marc, et al.
Published: (2025)
PnLCalib: Sports Field Registration via Points and Lines Optimization
by: Gutiérrez-Pérez, Marc, et al.
Published: (2024)
by: Gutiérrez-Pérez, Marc, et al.
Published: (2024)
Composite Data Augmentations for Synthetic Image Detection Against Real-World Perturbations
by: Amarantidou, Efthymia, et al.
Published: (2025)
by: Amarantidou, Efthymia, et al.
Published: (2025)
A Computer Vision Pipeline for Iterative Bullet Hole Tracking in Rifle Zeroing
by: Belcher, Robert M., et al.
Published: (2026)
by: Belcher, Robert M., et al.
Published: (2026)
Detection Transformers Under the Knife: A Neuroscience-Inspired Approach to Ablations
by: Hütten, Nils, et al.
Published: (2025)
by: Hütten, Nils, et al.
Published: (2025)
Obtaining Favorable Layouts for Multiple Object Generation
by: Battash, Barak, et al.
Published: (2024)
by: Battash, Barak, et al.
Published: (2024)
VQ4DiT: Efficient Post-Training Vector Quantization for Diffusion Transformers
by: Deng, Juncan, et al.
Published: (2024)
by: Deng, Juncan, et al.
Published: (2024)
Less is More: Data-Efficient Adaptation for Controllable Text-to-Video Generation
by: Cheng, Shihan, et al.
Published: (2025)
by: Cheng, Shihan, et al.
Published: (2025)
UGOD: Uncertainty-Guided Differentiable Opacity and Soft Dropout for Enhanced Sparse-View 3DGS
by: Guo, Zhihao, et al.
Published: (2025)
by: Guo, Zhihao, et al.
Published: (2025)
Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification
by: Pachetti, Eva, et al.
Published: (2024)
by: Pachetti, Eva, et al.
Published: (2024)
CANSURF: An ASV-View Can Dataset and Benchmark for Detection and Tracking of Surface-Level Debris
by: Aljundi, Zaid, et al.
Published: (2026)
by: Aljundi, Zaid, et al.
Published: (2026)
Uncertainty-Guided Face Matting for Occlusion-Aware Face Transformation
by: Cho, Hyebin, et al.
Published: (2025)
by: Cho, Hyebin, et al.
Published: (2025)
M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and Multispectral Data
by: Allen, Matthew J, et al.
Published: (2024)
by: Allen, Matthew J, et al.
Published: (2024)
RSTeller: Scaling Up Visual Language Modeling in Remote Sensing with Rich Linguistic Semantics from Openly Available Data and Large Language Models
by: Ge, Junyao, et al.
Published: (2024)
by: Ge, Junyao, et al.
Published: (2024)
RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety
by: Dumitriu, Andrei, et al.
Published: (2025)
by: Dumitriu, Andrei, et al.
Published: (2025)
Rip Current Segmentation: A Novel Benchmark and YOLOv8 Baseline Results
by: Dumitriu, Andrei, et al.
Published: (2025)
by: Dumitriu, Andrei, et al.
Published: (2025)
Microsurgical Instrument Segmentation for Robot-Assisted Surgery
by: Jeong, Tae Kyeong, et al.
Published: (2025)
by: Jeong, Tae Kyeong, et al.
Published: (2025)
RealHD: A High-Quality Dataset for Robust Detection of State-of-the-Art AI-Generated Images
by: Yu, Hanzhe, et al.
Published: (2026)
by: Yu, Hanzhe, et al.
Published: (2026)
I Can't Believe TTA Is Not Better: When Test-Time Augmentation Hurts Medical Image Classification
by: Medeiros, Daniel Nobrega
Published: (2026)
by: Medeiros, Daniel Nobrega
Published: (2026)
A Novel Global Context-aware Deep Neural Network for Enhanced Brain Tumor Segmentation using Magnetic Resonance Images
by: Mukherjee, Sourjya, et al.
Published: (2026)
by: Mukherjee, Sourjya, et al.
Published: (2026)
Grounding Synthetic Data Generation With Vision and Language Models
by: Çağlar, Ümit Mert, et al.
Published: (2026)
by: Çağlar, Ümit Mert, et al.
Published: (2026)
Efficient Temporally-Aware DeepFake Detection using H.264 Motion Vectors
by: Grönquist, Peter, et al.
Published: (2023)
by: Grönquist, Peter, et al.
Published: (2023)
Autoregressive Omni-Aware Outpainting for Open-Vocabulary 360-Degree Image Generation
by: Lu, Zhuqiang, et al.
Published: (2023)
by: Lu, Zhuqiang, et al.
Published: (2023)
Parameterizing Dataset Distillation via Gaussian Splatting
by: Jiang, Chenyang, et al.
Published: (2025)
by: Jiang, Chenyang, et al.
Published: (2025)
Intrinsic Image Fusion for Multi-View 3D Material Reconstruction
by: Kocsis, Peter, et al.
Published: (2025)
by: Kocsis, Peter, et al.
Published: (2025)
JotlasNet: Joint Tensor Low-Rank and Attention-based Sparse Unrolling Network for Accelerating Dynamic MRI
by: Zhang, Yinghao, et al.
Published: (2025)
by: Zhang, Yinghao, et al.
Published: (2025)
Similar Items
-
CUAL: Continual Uncertainty-aware Active Learner
by: Rios, Amanda, et al.
Published: (2024) -
CONCLAD: COntinuous Novel CLAss Detector
by: Rios, Amanda, et al.
Published: (2024) -
OpenFake: An Open Dataset and Platform Toward Real-World Deepfake Detection
by: Livernoche, Victor, et al.
Published: (2025) -
Towards Open World Detection: A Survey
by: Bulzan, Andrei-Stefan, et al.
Published: (2025) -
Fruit Classification System with Deep Learning and Neural Architecture Search
by: Dewi, Christine, et al.
Published: (2024)