hongruijia / SymDPOLinks
We have developed Symbol Demonstration Direct Preference Optimization (SymDPO) and validating its effectiveness across multiple benchmarks.
☆21Updated 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☆53Updated 5 months ago
- ☆10Updated last year
- ☆14Updated last year
- ☆24Updated 11 months ago
- A curated list of Awesome Personalized Large Multimodal Models resources☆49Updated last week
- ☆154Updated 10 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆182Updated 3 months ago
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆145Updated last year
- EMNLP2023 - InfoSeek: A New VQA Benchmark focus on Visual Info-Seeking Questions☆25Updated last year
- 本项目主要是2025届浙江大学软件学院夏令营(AI营)的考核项目☆11Updated 10 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆84Updated last year
- This is a repository contains the implementation of our NeurIPS'24 paper "Temporal Sentence Grounding with Relevance Feedback in Videos"☆11Updated 4 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆156Updated last year
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆69Updated 3 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆127Updated 4 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆58Updated last year
- ☆26Updated 5 months ago
- VQACL: A Novel Visual Question Answering Continual Learning Setting (CVPR'23)☆43Updated last year
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆84Updated last year
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆107Updated 3 weeks ago
- ☆68Updated 2 years ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆106Updated last year
- ☆10Updated 8 months ago
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆99Updated last year
- [ICLR 2025] Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality☆60Updated 6 months ago
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆172Updated 2 years ago
- Multimodal Instruction Tuning with Conditional Mixture of LoRA (ACL 2024)☆31Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆98Updated last year
- Papers of "A Survey on Large Multi-Modal Models from the Perspective of Input-Output Space Extension"☆15Updated last year
- [SIGIR 2024] - Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval☆44Updated last year