Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding (CVPR 2025 Oral)
β43Nov 28, 2025Updated 11 months ago
Alternatives and similar repositories for FarSight
Users that are interested in FarSight are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- β40Mar 26, 2025Updated last year
- [EMNLP 2025 Oral] π Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMsβ14Dec 10, 2025Updated 10 months ago
- Video Benchmark Suite: Rapid Evaluation of Video Foundation Modelsβ17Jan 10, 2025Updated last year
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attentionβ71Jul 16, 2024Updated 2 years ago
- [ICLR 2026 Oral] πHallucination Begins Where Saliency Dropsβ69Feb 12, 2026Updated 8 months ago
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steeringβ119Nov 23, 2024Updated last year
- This is the repositoary for our paper published at ICML24.β11Jun 11, 2025Updated last year
- Intervening Anchor Token: Decoding Strategy in Alleviating Hallucinations for MLLMsβ164Mar 12, 2025Updated last year
- The official repo for the DanQing dataset.β39Mar 25, 2026Updated 7 months ago
- [ICML 2025] CoMemo: LVLMs Need Image Context with Image Memoryβ14Jun 18, 2025Updated last year
- Code for paper: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Modelsβ62Dec 18, 2024Updated last year
- β18Aug 20, 2026Updated 2 months ago
- Efficient Semantic Fine-grained Prior Generation and Refinement Decoder Based on SAM for Improved Multi-organ Segmentationβ23Mar 26, 2025Updated last year
- [CVPR 2026 Highlight] Thinking in Uncertainty: Mitigating Hallucinations in MLRMs with Latent Entropy-Aware Decodingβ114Apr 9, 2026Updated 6 months ago
- Managed Kubernetes at scale on DigitalOcean β’ AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation inβ¦β176Sep 25, 2025Updated last year
- β24Jan 12, 2024Updated 2 years ago
- VHTestβ16Oct 31, 2024Updated last year
- This repo contains the code for the paper "Understanding and Mitigating Hallucinations in Large Vision-Language Models via Modular Attribβ¦β41Jul 14, 2025Updated last year
- Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligenceβ404Jun 20, 2026Updated 4 months ago
- β13Mar 2, 2025Updated last year
- MLLM hallucination, LVLM, LLM, Hallucination Mitigation, Training-free hallucination mitigationβ37Oct 22, 2026Updated last week
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigationβ148Sep 11, 2025Updated last year
- β89Jul 28, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Margin-based Vision Transformerβ72Apr 7, 2026Updated 6 months ago
- β15Dec 11, 2024Updated last year
- Awesome Multimodal Agentβ111Sep 15, 2026Updated last month
- [ICLR 26] CoTA++: Understanding the Repeat Curse in dMLLMs from an Information Flow Perspectiveβ40Updated this week
- Official resource for paper Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models (ACL 20β¦β19Aug 12, 2024Updated 2 years ago
- This repository contains the official code for our paper: Thinking Before Looking: Improving Multimodal LLM Reasoning via Mitigating Visuβ¦β25Nov 15, 2024Updated last year
- [ACL 2024] Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decodingβ19Nov 10, 2025Updated 11 months ago
- [CVPR'26] VisPlay: Self-Evolving Vision-Language Modelsβ80Feb 25, 2026Updated 8 months ago
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attentionβ69Aug 30, 2025Updated last year
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ICRA 26] C^2ROPE: Causal Continuous Rotary Positional Encoding for 3D Large Multimodal-Models Reasoningβ28Feb 13, 2026Updated 8 months ago
- [ICLR 2026] AdaBlock-dLLM: Semantic-Aware Diffusion LLM Inference via Adaptive Block Sizeβ17Jan 28, 2026Updated 9 months ago
- SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation (AAAI24)β25Jul 2, 2024Updated 2 years ago
- Revisiting Visual Token Pruning for Vision-Language Model Accelerationβ11Jul 31, 2025Updated last year
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Modelsβ53Jul 7, 2025Updated last year
- Automated detection of exudates from fundus images plays an important role in diabetic retinopathy (DR) screening and evaluation, for whiβ¦β11Dec 11, 2020Updated 5 years ago
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMsβ25May 7, 2025Updated last year