Jian Hu

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authored a paper 8 days ago

CoS: Chain-of-Shot Prompting for Long Video Understanding

Paper • 2502.06428 • Published 17 days ago • 10

upvoted a paper 15 days ago

CoS: Chain-of-Shot Prompting for Long Video Understanding

Paper • 2502.06428 • Published 17 days ago • 10

commented a paper 15 days ago

CoS: Chain-of-Shot Prompting for Long Video Understanding

Paper • 2502.06428 • Published 17 days ago • 10 •

2

authored a paper 24 days ago

INT: Instance-Specific Negative Mining for Task-Generic Promptable Segmentation

Paper • 2501.18753 • Published 27 days ago • 2

upvoted a paper 24 days ago

INT: Instance-Specific Negative Mining for Task-Generic Promptable Segmentation

Paper • 2501.18753 • Published 27 days ago • 2

commented a paper 24 days ago

INT: Instance-Specific Negative Mining for Task-Generic Promptable Segmentation

Paper • 2501.18753 • Published 27 days ago • 2 •

2

authored a paper 4 months ago

Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation

Paper • 2408.15205 • Published Aug 27, 2024 • 1

upvoted a paper 4 months ago

Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects

Paper • 2312.07374 • Published Dec 12, 2023 • 2

posted an update 4 months ago

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Is Hallucination Always Harmful? Unlike traditional approaches that view hallucinations as detrimental, our work in NeurIPS'24 proposes a novel perspective: hallucinations as intrinsic prior knowledge. Derived from the commonsense knowledge acquired during pre-training, these hallucinations are not merely noise but a source of task-relevant information. By leveraging hallucinations as a form of prior knowledge, we can effectively mine difficult samples without the need for customized prompts, streamlining tasks like camouflage sample detection and medical image segmentation.

Check out our paper for more insights and detailed methodologies:https://huggingface.co/papers/2408.15205

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upvoted a paper 4 months ago

Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation

Paper • 2408.15205 • Published Aug 27, 2024 • 1

authored a paper 12 months ago

Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects

Paper • 2312.07374 • Published Dec 12, 2023 • 2