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Diving into Underwater: Segment Anything Model Guided Underwater Salient
  Instance Segmentation and A Large-scale Dataset

Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset

International Conference on Machine Learning (ICML), 2024
10 June 2024
Shijie Lian
Ziyi Zhang
Hua Li
Wenjie Li
Laurence Tianruo Yang
Sam Kwong
Runmin Cong
    VLM
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)Github (106★)

Papers citing "Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset"

19 / 19 papers shown
Exploring the Underwater World Segmentation without Extra Training
Exploring the Underwater World Segmentation without Extra Training
Bingyu Li
Tao Huo
Da Zhang
Zhiyuan Zhao
Junyu Gao
Xuelong Li
ObjDVOSVLM
282
5
0
11 Nov 2025
Empowering DINO Representations for Underwater Instance Segmentation via Aligner and Prompter
Empowering DINO Representations for Underwater Instance Segmentation via Aligner and Prompter
Z. Chen
Chen Zhang
Hao Fang
Runmin Cong
AI4CE
299
4
0
11 Nov 2025
NAUTILUS: A Large Multimodal Model for Underwater Scene Understanding
NAUTILUS: A Large Multimodal Model for Underwater Scene Understanding
Wei Xu
Cheng Wang
Dingkang Liang
Zongchuang Zhao
Xingyu Jiang
Peng Zhang
X. Bai
180
5
0
31 Oct 2025
Expose Camouflage in the Water: Underwater Camouflaged Instance Segmentation and Dataset
Expose Camouflage in the Water: Underwater Camouflaged Instance Segmentation and Dataset
C. Wang
Hua Li
Chongyi Li
Huazhong Liu
Xiongxin Tang
Sam Kwong
137
1
0
20 Oct 2025
MARIS: Marine Open-Vocabulary Instance Segmentation with Geometric Enhancement and Semantic Alignment
MARIS: Marine Open-Vocabulary Instance Segmentation with Geometric Enhancement and Semantic Alignment
Bingyu Li
Feiyu Wang
Da Zhang
Zhiyuan Zhao
Junyu Gao
Xuelong Li
VLM
239
5
0
17 Oct 2025
Prompt-based Adaptation in Large-scale Vision Models: A Survey
Prompt-based Adaptation in Large-scale Vision Models: A Survey
Xi Xiao
Yunbei Zhang
Lin Zhao
Y. Liu
Xiaoying Liao
...
Xue Lin
Min Xu
Qifan Wang
Tianyang Wang
Cheng Han
VPVLMVLM
293
8
0
15 Oct 2025
WaterFlow: Explicit Physics-Prior Rectified Flow for Underwater Saliency Mask Generation
WaterFlow: Explicit Physics-Prior Rectified Flow for Underwater Saliency Mask Generation
Runting Li
Shijie Lian
Hua Li
Yutong Li
Wenhui Wu
Sam Kwong
169
2
0
14 Oct 2025
SAMSOD: Rethinking SAM Optimization for RGB-T Salient Object Detection
SAMSOD: Rethinking SAM Optimization for RGB-T Salient Object Detection
Zhengyi Liu
Xinrui Wang
Xianyong Fang
Zhengzheng Tu
Linbo Wang
165
2
0
04 Oct 2025
Optical Ocean Recipes: Creating Realistic Datasets to Facilitate Underwater Vision Research
Optical Ocean Recipes: Creating Realistic Datasets to Facilitate Underwater Vision Research
Patricia Schöntag
D. Nakath
Judith Fischer
Rüdiger Röttgers
Kevin Koser
160
1
0
24 Sep 2025
MSC: A Marine Wildlife Video Dataset with Grounded Segmentation and Clip-Level Captioning
MSC: A Marine Wildlife Video Dataset with Grounded Segmentation and Clip-Level Captioning
Quang-Trung Truong
Yuk-Kwan Wong
Vo Hoang Kim Tuyen Dang
Rinaldi Gotama
D. Nguyen
Sai-Kit Yeung
VOS
432
0
0
06 Aug 2025
UIS-Mamba: Exploring Mamba for Underwater Instance Segmentation via Dynamic Tree Scan and Hidden State Weaken
UIS-Mamba: Exploring Mamba for Underwater Instance Segmentation via Dynamic Tree Scan and Hidden State Weaken
Runmin Cong
Zongji Yu
Hao Fang
Haoyan Sun
Sam Kwong
Mamba
161
7
0
01 Aug 2025
TD-TOG Dataset: Benchmarking Zero-Shot and One-Shot Task-Oriented Grasping for Object Generalization
TD-TOG Dataset: Benchmarking Zero-Shot and One-Shot Task-Oriented Grasping for Object Generalization
Valerija Holomjova
Jamie Grech
Dewei Yi
Bruno Yun
Andrew Starkey
Pascal Meißner
199
1
0
05 Jun 2025
Advancing Marine Research: UWSAM Framework and UIIS10K Dataset for Precise Underwater Instance Segmentation
Advancing Marine Research: UWSAM Framework and UIIS10K Dataset for Precise Underwater Instance Segmentation
Hua Li
Shijie Lian
Zhiyuan Li
Runmin Cong
Sam Kwong
Laurence Tianruo Yang
Weidong Zhang
Sam Kwong
VLM
538
1
0
21 May 2025
BARIS: Boundary-Aware Refinement with Environmental Degradation Priors for Robust Underwater Instance Segmentation
BARIS: Boundary-Aware Refinement with Environmental Degradation Priors for Robust Underwater Instance Segmentation
Pin-Chi Pan
Soo-Chang Pei
369
0
0
28 Apr 2025
Marine Saliency Segmenter: Object-Focused Conditional Diffusion with Region-Level Semantic Knowledge Distillation
Marine Saliency Segmenter: Object-Focused Conditional Diffusion with Region-Level Semantic Knowledge Distillation
Laibin Chang
Yunke Wang
JiaXing Huang
Longxiang Deng
Bo Du
Chang Xu
DiffM
697
1
0
03 Apr 2025
A Unified Image-Dense Annotation Generation Model for Underwater Scenes
A Unified Image-Dense Annotation Generation Model for Underwater ScenesComputer Vision and Pattern Recognition (CVPR), 2025
Hongkai Lin
Dingkang Liang
Zhenghao Qi
X. Bai
DiffM
460
3
0
27 Mar 2025
AUTV: Creating Underwater Video Datasets with Pixel-wise Annotations
AUTV: Creating Underwater Video Datasets with Pixel-wise Annotations
Quang-Trung Truong
Wong Yuk Kwan
Duc Thanh Nguyen
Binh-Son Hua
Sai-Kit Yeung
VGen
391
1
0
17 Mar 2025
MV-Adapter: Enhancing Underwater Instance Segmentation via Adaptive Channel Attention
MV-Adapter: Enhancing Underwater Instance Segmentation via Adaptive Channel Attention
Lianjun Liu
183
1
0
01 Nov 2024
Evaluation of Segment Anything Model 2: The Role of SAM2 in the
  Underwater Environment
Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment
Shijie Lian
Hua Li
VLM
288
13
0
06 Aug 2024
1
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