[CVPR 2025 (Oral)] Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key
☆108Jan 9, 2026Updated 3 months ago
Alternatives and similar repositories for OPA-DPO
Users that are interested in OPA-DPO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2024] DMBP: Diffusion Model-Based Predictor for Robust Offline Reinforcement Learning against State Observations Perturbations.☆17May 24, 2024Updated last year
- [ICLR 2026] Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs☆42May 20, 2025Updated 11 months ago
- [ICLR 2025] SiMHand: Mining Similar Hands for Large-Scale 3D Hand Pose Pre-training☆41Apr 4, 2025Updated last year
- Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images☆18Jun 4, 2025Updated 10 months ago
- [ICLR 2025 Spotlight] Official PyTorch Implementation of "What Makes a Good Diffusion Planner for Decision Making?"☆81Apr 20, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICLR 2025] Data-Augmented Phrase-Level Alignment for Mitigating Object Hallucination☆20Jan 27, 2025Updated last year
- ☆13Mar 5, 2024Updated 2 years ago
- 🔎Official code for our paper: "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation".☆52Mar 18, 2025Updated last year
- The official repos of "Knowledge Bridger: Towards Training-Free Missing Modality Completion"☆22Jun 30, 2025Updated 9 months ago
- [ICML 2025] Official code of "DAMA: Data- and Model-aware Alignment of Multi-modal LLMs"☆16May 24, 2025Updated 10 months ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆163Jan 15, 2024Updated 2 years ago
- [ICLR 2024 Spotlight] Code for ICLR 2024 paper "Towards Robust Offline Reinforcement Learning under Diverse Data Corruption"☆20Nov 25, 2024Updated last year
- ☆16Apr 14, 2026Updated last week
- code of IJCAI submission "Soft Hindsight Experience Replay"☆13Mar 23, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆141Sep 11, 2025Updated 7 months ago
- ☆31Apr 9, 2026Updated last week
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆69May 31, 2024Updated last year
- [ICME 2025 Oral] Official implementation of "GlanceVAD: Exploring Glance Supervision for Label-efficient Video Anomaly Detection"☆34Mar 23, 2025Updated last year
- Course information for CS598-Topics in LLM Agents(25'Spring) under the direction of Prof. Jiaxuan You ( jiaxuan@illinois.edu ).☆65Apr 29, 2025Updated 11 months ago
- AutoHallusion Codebase (EMNLP 2024)☆22Dec 6, 2024Updated last year
- Official Implementation for paper "Pretraining A Large Language Model using Distributed GPUs: A Memory-Efficient Decentralized Paradigm"☆23Mar 18, 2026Updated last month
- ☆39Mar 19, 2026Updated last month
- ☆18Jan 3, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆25Aug 21, 2024Updated last year
- Consistency Conditioned Memory Augmented Dynamic Diagnosis Model for Medical Visual Question Answering☆16Jan 12, 2024Updated 2 years ago
- Multigranularity Contrastive cross-modal collaborative Generation (MCG) model for Video QA☆12Dec 13, 2023Updated 2 years ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆93Apr 30, 2024Updated last year
- Adapter-Enhanced Hierarchical Cross-Modal Pre-training for Lightweight Medical Report Generation☆15Jan 25, 2025Updated last year
- A simple and effective feature extractor for untrimmed videos☆13Sep 1, 2022Updated 3 years ago
- ☆63Jan 30, 2026Updated 2 months ago
- Codebase for VidHal: Benchmarking Hallucinations in Vision LLMs☆14Apr 19, 2025Updated last year
- ☆32Apr 18, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [NeurIPS 2025] Official repository for “FlowCut: Rethinking Redundancy via Information Flow for Efficient Vision-Language Models”☆30Dec 9, 2025Updated 4 months ago
- [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…☆336Oct 14, 2025Updated 6 months ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆112Dec 4, 2024Updated last year
- Preference Learning for LLaVA☆59Nov 9, 2024Updated last year
- Nonebot 2 and Chiyuki(Mai-bot) based on the second creation of the multifunctional Bot. 基于Nonebot 2和Chiyuki(Mai-Bot)二创的多功能音游Bot,主服务项为舞萌DX…☆10Jan 10, 2023Updated 3 years ago
- [EMNLP'25] A novel alignment framework that leverages image retrieval to mitigate hallucinations in Vision Language Models.☆50Aug 21, 2025Updated 8 months ago
- Code for paper: Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection☆58Mar 13, 2025Updated last year