| Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality | Oct 7, 2024 | Causal Inferencecounterfactual | CodeCode Available | 2 | 5 |
| Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding | Nov 28, 2023 | HallucinationObject | CodeCode Available | 2 | 5 |
| Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases | Jun 19, 2024 | 8kHallucination | CodeCode Available | 2 | 5 |
| Gemini Goes to Med School: Exploring the Capabilities of Multimodal Large Language Models on Medical Challenge Problems & Hallucinations | Feb 10, 2024 | DiagnosticHallucination | CodeCode Available | 1 | 5 |
| Deep Learning-based Face Super-Resolution: A Survey | Jan 11, 2021 | Deep LearningFace Hallucination | CodeCode Available | 1 | 5 |
| Deficiency-Aware Masked Transformer for Video Inpainting | Jul 17, 2023 | HallucinationImage Inpainting | CodeCode Available | 1 | 5 |
| Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception | Apr 29, 2025 | counterfactualHallucination | CodeCode Available | 1 | 5 |
| Adversarial Feature Hallucination Networks for Few-Shot Learning | Mar 30, 2020 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| DEEM: Diffusion Models Serve as the Eyes of Large Language Models for Image Perception | May 24, 2024 | Hallucination | CodeCode Available | 1 | 5 |
| PAINT: Paying Attention to INformed Tokens to Mitigate Hallucination in Large Vision-Language Model | Jan 21, 2025 | HallucinationImage Captioning | CodeCode Available | 1 | 5 |
