Diffusion-based Data Augmentation and Knowledge Distillation with Generated Soft Labels Solving Data Scarcity Problems of SAR Oil Spill Segmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Moon, Jaeho, Yun, Jeonghwan, Kim, Jaehyun, Lee, Jaehyup, Kim, Munchurl |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
C-DiffSET: Leveraging Latent Diffusion for SAR-to-EO Image Translation with Confidence-Guided Reliable Object Generation
by: Do, Jeonghyeok, et al.
Published: (2024)
by: Do, Jeonghyeok, et al.
Published: (2024)
PropFly: Learning to Propagate via On-the-Fly Supervision from Pre-trained Video Diffusion Models
by: Seo, Wonyong, et al.
Published: (2026)
by: Seo, Wonyong, et al.
Published: (2026)
ABBSPO: Adaptive Bounding Box Scaling and Symmetric Prior based Orientation Prediction for Detecting Aerial Image Objects
by: Lee, Woojin, et al.
Published: (2025)
by: Lee, Woojin, et al.
Published: (2025)
U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening
by: Kim, Sungpyo, et al.
Published: (2024)
by: Kim, Sungpyo, et al.
Published: (2024)
Enhancing Cross Domain SAR Oil Spill Segmentation via Morphological Region Perturbation and Synthetic Label-to-SAR Generation
by: Juarez, Andre, et al.
Published: (2025)
by: Juarez, Andre, et al.
Published: (2025)
AirSplat: Alignment and Rating for Robust Feed-Forward 3D Gaussian Splatting
by: Bui, Minh-Quan Viet, et al.
Published: (2026)
by: Bui, Minh-Quan Viet, et al.
Published: (2026)
PAN-Crafter: Learning Modality-Consistent Alignment for PAN-Sharpening
by: Do, Jeonghyeok, et al.
Published: (2025)
by: Do, Jeonghyeok, et al.
Published: (2025)
OilSAM2: Memory-Augmented SAM2 for Scalable SAR Oil Spill Detection
by: Chen, Shuaiyu, et al.
Published: (2026)
by: Chen, Shuaiyu, et al.
Published: (2026)
WebSpline: Structure-Informed Splines for Real-Time 3D Gaussians from Monocular Videos
by: Park, Jongmin, et al.
Published: (2026)
by: Park, Jongmin, et al.
Published: (2026)
SoftEDA: Rethinking Rule-Based Data Augmentation with Soft Labels
by: Choi, Juhwan, et al.
Published: (2024)
by: Choi, Juhwan, et al.
Published: (2024)
Beyond Segmentation: An Oil Spill Change Detection Framework Using Synthetic SAR Imagery
by: Lai, Chenyang, et al.
Published: (2026)
by: Lai, Chenyang, et al.
Published: (2026)
Bridging the Skeleton-Text Modality Gap: Diffusion-Powered Modality Alignment for Zero-shot Skeleton-based Action Recognition
by: Do, Jeonghyeok, et al.
Published: (2024)
by: Do, Jeonghyeok, et al.
Published: (2024)
TransPL: VQ-Code Transition Matrices for Pseudo-Labeling of Time Series Unsupervised Domain Adaptation
by: Kim, Jaeho, et al.
Published: (2025)
by: Kim, Jaeho, et al.
Published: (2025)
Aligning Extraction and Generation for Robust Retrieval-Augmented Generation
by: Song, Hwanjun, et al.
Published: (2025)
by: Song, Hwanjun, et al.
Published: (2025)
Compositional Oil Spill Detection Based on Object Detector and Adapted Segment Anything Model from SAR Images
by: Wu, Wenhui, et al.
Published: (2024)
by: Wu, Wenhui, et al.
Published: (2024)
Soft Segmented Randomization: Enhancing Domain Generalization in SAR-ATR for Synthetic-to-Measured
by: Kim, Minjun, et al.
Published: (2024)
by: Kim, Minjun, et al.
Published: (2024)
Diffusion-Based Offline RL for Improved Decision-Making in Augmented ARC Task
by: Kim, Yunho, et al.
Published: (2024)
by: Kim, Yunho, et al.
Published: (2024)
LabelDistill: Label-guided Cross-modal Knowledge Distillation for Camera-based 3D Object Detection
by: Kim, Sanmin, et al.
Published: (2024)
by: Kim, Sanmin, et al.
Published: (2024)
SAR-Based Marine Oil Spill Detection Using the DeepSegFusion Architecture
by: Yata, Pavan Kumar, et al.
Published: (2026)
by: Yata, Pavan Kumar, et al.
Published: (2026)
Oil Spill Drone: A Dataset of Drone-Captured, Segmented RGB Images for Oil Spill Detection in Port Environments
by: De Kerf, T., et al.
Published: (2024)
by: De Kerf, T., et al.
Published: (2024)
Stereo-Matching Knowledge Distilled Monocular Depth Estimation Filtered by Multiple Disparity Consistency
by: Ka, Woonghyun, et al.
Published: (2024)
by: Ka, Woonghyun, et al.
Published: (2024)
In Search of a Data Transformation That Accelerates Neural Field Training
by: Seo, Junwon, et al.
Published: (2023)
by: Seo, Junwon, et al.
Published: (2023)
From Street to Orbit: Training-Free Cross-View Retrieval via Location Semantics and LLM Guidance
by: Min, Jeongho, et al.
Published: (2025)
by: Min, Jeongho, et al.
Published: (2025)
InterRVOS: Interaction-aware Referring Video Object Segmentation
by: Jin, Woojeong, et al.
Published: (2025)
by: Jin, Woojeong, et al.
Published: (2025)
Hybrid Neural Representations for Spherical Data
by: Kim, Hyomin, et al.
Published: (2024)
by: Kim, Hyomin, et al.
Published: (2024)
MoBGS: Motion Deblurring Dynamic 3D Gaussian Splatting for Blurry Monocular Video
by: Bui, Minh-Quan Viet, et al.
Published: (2025)
by: Bui, Minh-Quan Viet, et al.
Published: (2025)
EcoSplat: Efficiency-controllable Feed-forward 3D Gaussian Splatting from Multi-view Images
by: Park, Jongmin, et al.
Published: (2025)
by: Park, Jongmin, et al.
Published: (2025)
SplineGS: Robust Motion-Adaptive Spline for Real-Time Dynamic 3D Gaussians from Monocular Video
by: Park, Jongmin, et al.
Published: (2024)
by: Park, Jongmin, et al.
Published: (2024)
Oil Spill Segmentation using Deep Encoder-Decoder models
by: Satyanarayana, Abhishek Ramanathapura, et al.
Published: (2023)
by: Satyanarayana, Abhishek Ramanathapura, et al.
Published: (2023)
Let Multimodal Embedders Learn When to Augment Query via Adaptive Query Augmentation
by: Kim, Wongyu, et al.
Published: (2025)
by: Kim, Wongyu, et al.
Published: (2025)
SkateFormer: Skeletal-Temporal Transformer for Human Action Recognition
by: Do, Jeonghyeok, et al.
Published: (2024)
by: Do, Jeonghyeok, et al.
Published: (2024)
One Look is Enough: Seamless Patchwise Refinement for Zero-Shot Monocular Depth Estimation on High-Resolution Images
by: Kwon, Byeongjun, et al.
Published: (2025)
by: Kwon, Byeongjun, et al.
Published: (2025)
The Role of Masking for Efficient Supervised Knowledge Distillation of Vision Transformers
by: Son, Seungwoo, et al.
Published: (2023)
by: Son, Seungwoo, et al.
Published: (2023)
AudioBERT: Audio Knowledge Augmented Language Model
by: Ok, Hyunjong, et al.
Published: (2024)
by: Ok, Hyunjong, et al.
Published: (2024)
COMPASS: High-Efficiency Deep Image Compression with Arbitrary-scale Spatial Scalability
by: Park, Jongmin, et al.
Published: (2023)
by: Park, Jongmin, et al.
Published: (2023)
MotionGrounder: Grounded Multi-Object Motion Transfer via Diffusion Transformer
by: Teodoro, Samuel, et al.
Published: (2026)
by: Teodoro, Samuel, et al.
Published: (2026)
Decoder-Free Distillation for Quantized Image Restoration
by: Sharif, S. M. A., et al.
Published: (2026)
by: Sharif, S. M. A., et al.
Published: (2026)
Oil Spill Cleanup in the Marine Environment: How to Use Current Technology to Restore Oil Spills
by: Ali Kadhim Sallal
Published: (2026)
by: Ali Kadhim Sallal
Published: (2026)
FLea: Addressing Data Scarcity and Label Skew in Federated Learning via Privacy-preserving Feature Augmentation
by: Xia, Tong, et al.
Published: (2023)
by: Xia, Tong, et al.
Published: (2023)
FLea: Addressing Data Scarcity and Label Skew in Federated Learning via Privacy-preserving Feature Augmentation
by: Xia, Tong, et al.
Published: (2024)
by: Xia, Tong, et al.
Published: (2024)
Similar Items
-
C-DiffSET: Leveraging Latent Diffusion for SAR-to-EO Image Translation with Confidence-Guided Reliable Object Generation
by: Do, Jeonghyeok, et al.
Published: (2024) -
PropFly: Learning to Propagate via On-the-Fly Supervision from Pre-trained Video Diffusion Models
by: Seo, Wonyong, et al.
Published: (2026) -
ABBSPO: Adaptive Bounding Box Scaling and Symmetric Prior based Orientation Prediction for Detecting Aerial Image Objects
by: Lee, Woojin, et al.
Published: (2025) -
U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening
by: Kim, Sungpyo, et al.
Published: (2024) -
Enhancing Cross Domain SAR Oil Spill Segmentation via Morphological Region Perturbation and Synthetic Label-to-SAR Generation
by: Juarez, Andre, et al.
Published: (2025)