hongruijia / SymDPOLinks
We have developed Symbol Demonstration Direct Preference Optimization (SymDPO) and validating its effectiveness across multiple benchmarks.
☆20Updated last year
Alternatives and similar repositories for SymDPO
Users that are interested in SymDPO are comparing it to the libraries listed below
Sorting:
- [CVPR 2025] Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering☆51Updated 4 months ago
- ☆10Updated last year
- ☆14Updated 11 months ago
- ☆150Updated 9 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆121Updated 2 months ago
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆142Updated last year
- ☆23Updated 10 months ago
- EMNLP2023 - InfoSeek: A New VQA Benchmark focus on Visual Info-Seeking Questions☆25Updated last year
- A curated list of Awesome Personalized Large Multimodal Models resources☆47Updated 2 months ago
- M-HalDetect Dataset Release☆25Updated 2 years ago
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and contin…☆87Updated last year
- ☆24Updated 4 months ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆98Updated last year
- [CVPR 2025] CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answeri…☆43Updated 5 months ago
- ☆35Updated 3 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆345Updated last year
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆82Updated 9 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆150Updated last year
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆102Updated 11 months ago
- ✨A curated list of papers on the uncertainty in multi-modal large language model (MLLM).☆55Updated 7 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆50Updated 4 months ago
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆98Updated last year
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆199Updated 4 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆98Updated last year
- [SIGIR 2024] - Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval☆43Updated last year
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆169Updated 2 months ago
- Code for Retrieval-Augmented Perception （ICML 2025)☆60Updated 3 months ago
- [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆74Updated 2 months ago
- [TMLR 25] SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆142Updated last month
- [CVPR 2025] LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant☆172Updated 4 months ago