yejipark-m / ConVisLinks
[AAAI 2025] ConVis: Contrastive Decoding with Hallucination Visualization for Mitigating Hallucinations in Multimodal Large Language Models
☆18Updated 8 months ago
Alternatives and similar repositories for ConVis
Users that are interested in ConVis are comparing it to the libraries listed below
Sorting:
- [ECCV 2024] Official PyTorch implementation of "HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts"☆18Updated 6 months ago
- ☆24Updated 2 months ago
- Official pytorch implementation of "RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language…☆11Updated 5 months ago
- Official PyTorch implementation of Extract Free Dense Misalignment from CLIP (AAAI'25)☆21Updated last month
- Official Implementation of CODE☆15Updated 8 months ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆34Updated 10 months ago
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆56Updated 4 months ago
- Official implementation for CVPR'23 paper "BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning"☆110Updated last year
- [ICLR 2025] - Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion☆45Updated last month
- Awesome Vision-Language Compositionality, a comprehensive curation of research papers in literature.☆22Updated 3 months ago
- [ACL 2024] Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding☆10Updated 8 months ago
- Instruction Tuning in Continual Learning paradigm☆49Updated 4 months ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆87Updated 6 months ago
- [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…☆43Updated 5 months ago
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆56Updated 5 months ago
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆30Updated 3 months ago
- Official code of "Generating Instance-level Prompts for Rehearsal-free Continual Learning (ICCV 2023)"☆42Updated last year
- [ICLR'24] Official code for "C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion"☆16Updated 11 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆74Updated 11 months ago
- Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts…☆57Updated last year
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆78Updated 3 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆45Updated 10 months ago
- [ACL 2025 Findings] Official pytorch implementation of "Don't Miss the Forest for the Trees: Attentional Vision Calibration for Large Vis…☆16Updated 10 months ago
- PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"☆34Updated last year
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆30Updated 7 months ago
- Augmenting with Language-guided Image Augmentation (ALIA)☆77Updated last year
- ☆81Updated 2 months ago
- This is an official implementation of our work, Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on V…☆12Updated 4 months ago
- Distribution-Aware Prompt Tuning for Vision-Language Models (ICCV 2023)☆40Updated last year
- Official implementation of BPA (CVPR 2022)☆12Updated 2 years ago