[ICCV 2025] Official repository of "Mitigating Object Hallucinations via Sentence-Level Early Intervention".
☆32Jul 2, 2026Updated 2 months ago
Alternatives and similar repositories for SENTINEL
Users that are interested in SENTINEL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR 2025 (Oral)] Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key☆113Jan 9, 2026Updated 7 months ago
- [ACL 2025] Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence☆21Jun 10, 2025Updated last year
- Code for paper: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models☆63Dec 18, 2024Updated last year
- Official PyTorch implementation of "LPOI: Listwise Preference Optimization for Vision Language Models" (ACL 2025 Main)☆16Jun 19, 2026Updated 2 months ago
- ☆15Aug 20, 2026Updated 2 weeks ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆25May 7, 2025Updated last year
- [ICLR 2025] Data-Augmented Phrase-Level Alignment for Mitigating Object Hallucination☆21Jan 27, 2025Updated last year
- [AAAI 2025] ConVis: Contrastive Decoding with Hallucination Visualization for Mitigating Hallucinations in Multimodal Large Language Mode…☆25Sep 26, 2024Updated last year
- [ACL 2024] Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding☆18Nov 10, 2025Updated 9 months ago
- The code for the paper "Efficient Self-Supervised Video Hashing with Selective State Spaces" (AAAI'25).☆24Aug 2, 2025Updated last year
- [ICLR 2025] This repo is the official implementation of our paper "Learning Fine-Grained Representations through Textual Token Disentangl…☆23Jul 28, 2025Updated last year
- [AAAI 2025] Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback☆36Dec 16, 2025Updated 8 months ago
- [CVPR 2025] VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification☆50Mar 24, 2025Updated last year
- Code and data for paper "Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation".☆25Oct 22, 2025Updated 10 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [ICCV 2025] Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning☆63May 11, 2026Updated 3 months ago
- Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video Retrieval -- AAAI2025☆22May 8, 2026Updated 3 months ago
- [ICLR 26] Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow☆46Oct 3, 2025Updated 11 months ago
- ☆19Jun 6, 2025Updated last year
- [CVPR25 Highlight] A ChatGPT-Prompted Visual hallucination Evaluation Dataset, featuring over 100,000 data samples and four advanced eval…☆32Apr 16, 2025Updated last year
- [ICCV'23] UATVR: Uncertainty-Adaptive Text-Video Retrieval☆13Nov 5, 2023Updated 2 years ago
- [ACL 2025 Findings] Official pytorch implementation of "Don't Miss the Forest for the Trees: Attentional Vision Calibration for Large Vis…☆25Jul 21, 2024Updated 2 years ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆328Aug 28, 2026Updated last week
- Agentic Keyframe Search for Video Question Answering☆18Jun 30, 2026Updated 2 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official resource for paper Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models (ACL 20…☆18Aug 12, 2024Updated 2 years ago
- Visual Delta Generator with Large Multi-modal Model for Semi-supervised Composed Image Retrieval - CVPR2024☆21May 30, 2024Updated 2 years ago
- ☆16Aug 28, 2024Updated 2 years ago
- Learning An Effective Transformer for Remote Sensing Satellite Image Dehazing☆13Sep 25, 2023Updated 2 years ago
- PyTorch implementation for Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining (TIP 2024)☆22Mar 25, 2024Updated 2 years ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆69Jul 16, 2024Updated 2 years ago
- [AAAI 2024] GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval☆21May 10, 2024Updated 2 years ago
- The code implementation for UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings (ICLR 2026).☆71Feb 25, 2026Updated 6 months ago
- [CVPR 2025] DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval☆22Jun 23, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 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
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆51Jul 7, 2025Updated last year
- [ICLR 2026 Oral] 🎉Hallucination Begins Where Saliency Drops☆69Feb 12, 2026Updated 6 months ago
- ☆19Jul 28, 2025Updated last year
- Official codes of "Sketch-in-Latents: Eliciting Unified Reasoning in MLLMs"☆17Feb 15, 2026Updated 6 months ago
- ☆33Apr 18, 2025Updated last year