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LijunZhang01 avatar

LijunZhang01/Octopus

0
View on GitHub↗
33 stars·3 forks·Python·14 views

Octopus

This repository contains the official pytorch implementation of the CVPR2025 paper: "Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding".

Features

  • Mitigation Methods - Alleviates hallucination through dynamic contrastive decoding.

Star history

Star history chart for lijunzhang01/octopusStar history chart for lijunzhang01/octopus

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

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Projects sharing features with Octopus

These projects share indexed features with Octopus. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • anonymousanoy/foheAnonymousanoy avatar

    Anonymousanoy/FOHE

    11View on GitHub↗

    In Stage 1, the Keyword Extraction Prompt instructs ChatGPT to generate verbs, nouns, and adjectives (highlighted in brown) from the original caption. In Stage 2, the Caption Generation Prompt guides ChatGPT to generate a rewritten caption. By iteratively applying this prompt, multiple rewritten…

    Python
    View on GitHub↗11
  • billchan226/halcBillChan226 avatar

    BillChan226/HALC

    114View on GitHub↗

    ICML 2024 Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"

    Pythonhallucinationslarge-language-modelslvlms
    View on GitHub↗114
  • bradyfu/woodpeckerBradyFU avatar

    BradyFU/Woodpecker

    650View on GitHub↗

    ✨✨Woodpecker: Hallucination Correction for Multimodal Large Language Models

    Python
    View on GitHub↗650
  • 1zhou-wang/memvr1zhou-Wang avatar

    1zhou-Wang/MemVR

    173View on GitHub↗

    ICML 2025 Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models'.

    Python
    View on GitHub↗173
Compare all 30 related projects→

Frequently asked questions

What does lijunzhang01/octopus do?

This repository contains the official pytorch implementation of the CVPR2025 paper: "Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding".

What are the main features of lijunzhang01/octopus?

The main features of lijunzhang01/octopus are: Mitigation Methods.

Which projects share features with lijunzhang01/octopus?

Projects with overlapping indexed features include: anonymousanoy/fohe — In Stage 1, the Keyword Extraction Prompt instructs ChatGPT to generate verbs, nouns, and adjectives (highlighted in… billchan226/halc — [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding". bradyfu/woodpecker — ✨✨Woodpecker: Hallucination Correction for Multimodal Large Language Models. damo-nlp-sg/vcd — [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive… fatemehpesaran310/lpoi — Official PyTorch implementation of "LPOI: Listwise Preference Optimization for Vision Language Models", (ACL 2025 Main). 1zhou-wang/memvr — [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for…