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"Zero Shot Segmentation": models, code, and papers
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AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation

Apr 08, 2024
Jiannan Ge, Lingxi Xie, Hongtao Xie, Pandeng Li, Xiaopeng Zhang, Yongdong Zhang, Qi Tian

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Gaga: Group Any Gaussians via 3D-aware Memory Bank

Apr 11, 2024
Weijie Lyu, Xueting Li, Abhijit Kundu, Yi-Hsuan Tsai, Ming-Hsuan Yang

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Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image Segmentation

Apr 09, 2024
Sidra Aleem, Fangyijie Wang, Mayug Maniparambil, Eric Arazo, Julia Dietlmeier, Kathleen Curran, Noel E. O'Connor, Suzanne Little

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OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation

Mar 21, 2024
Kwanyoung Kim, Yujin Oh, Jong Chul Ye

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Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation

Apr 09, 2024
Zihao Wang, Yingyu Yang, Yuzhou Chen, Tingting Yuan, Maxime Sermesant, Herve Delingette, Ona Wu

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Language-Driven Visual Consensus for Zero-Shot Semantic Segmentation

Mar 13, 2024
Zicheng Zhang, Tong Zhang, Yi Zhu, Jianzhuang Liu, Xiaodan Liang, QiXiang Ye, Wei Ke

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MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation

Mar 29, 2024
Taha Koleilat, Hojat Asgariandehkordi, Hassan Rivaz, Yiming Xiao

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SAM-I-Am: Semantic Boosting for Zero-shot Atomic-Scale Electron Micrograph Segmentation

Apr 09, 2024
Waqwoya Abebe, Jan Strube, Luanzheng Guo, Nathan R. Tallent, Oceane Bel, Steven Spurgeon, Christina Doty, Ali Jannesari

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Learning Embeddings with Centroid Triplet Loss for Object Identification in Robotic Grasping

Apr 09, 2024
Anas Gouda, Max Schwarz, Christopher Reining, Sven Behnke, Alice Kirchheim

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Increasing SAM Zero-Shot Performance on Multimodal Medical Images Using GPT-4 Generated Descriptive Prompts Without Human Annotation

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Feb 24, 2024
Zekun Jiang, Dongjie Cheng, Ziyuan Qin, Jun Gao, Qicheng Lao, Kang Li, Le Zhang

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