Official PyTorch Implementation for the "What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-modal Models" paper (EMNLP Findings 2024).
☆20Sep 26, 2024Updated last year
Alternatives and similar repositories for Counterfactual-Inception
Users that are interested in Counterfactual-Inception are comparing it to the libraries listed below
Sorting:
- Official Implementation of CODE☆17Sep 26, 2024Updated last year
- [ICCV 2023] Official PyTorch Implementation for "Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial …☆31Oct 13, 2023Updated 2 years ago
- HallE-Control: Controlling Object Hallucination in LMMs☆31Apr 10, 2024Updated last year
- [OpenReview] Official PyTorch Implementation for "Towards Adversarial Robustness of Bayesian Neural Network through Hierarchical Variatio…☆23Feb 15, 2022Updated 4 years ago
- [CVPR 2023] Official PyTorch Implementation for "Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust N…☆45Jul 18, 2023Updated 2 years ago
- Official PyTorch Implementation Code for Developing Super Fast Adversarial Training with Distributed Data Parallel, Channel Last Memory F…☆33Mar 13, 2023Updated 2 years ago
- Modification to YOLO for improving Dynamic Real-Time Processing on Robotics Operating Systems for Autonomous Vehicle System☆21Feb 16, 2022Updated 4 years ago
- Cross-Self KV Cache Pruning for Efficient Vision-Language Inference☆10Dec 15, 2024Updated last year
- Robustly Converting Camera View from Normal View to Top View for Autonomous Vehicle System on Robotics Operating System (ROS)☆24Jan 29, 2020Updated 6 years ago
- Advanced Energy Control Management System (Advanced-ECMS) for Electrical Vehicle System using proposed Plus Version of Alternating Direct…☆29Feb 15, 2022Updated 4 years ago
- [NeurIPS 2021] Official PyTorch Implementation for "Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bott…☆49Mar 13, 2023Updated 2 years ago
- [CVPR 2022] Official PyTorch Implementation for "Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network"☆32Mar 13, 2023Updated 2 years ago
- Official resource for paper Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models (ACL 20…☆15Aug 12, 2024Updated last year
- An automatic MLLM hallucination detection framework☆19Sep 26, 2023Updated 2 years ago
- ☆57Nov 26, 2024Updated last year
- [NeurIPS 2024] TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration☆26Oct 17, 2024Updated last year
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆109Dec 4, 2024Updated last year
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆57Oct 28, 2024Updated last year
- ☆18Jun 10, 2025Updated 8 months ago
- a training-free approach to accelerate ViTs and VLMs by pruning redundant tokens based on similarity☆43May 24, 2025Updated 9 months ago
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆37Jan 8, 2025Updated last year
- [AAAI 2026] Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models☆38Jan 27, 2026Updated last month
- ☆11Jun 20, 2023Updated 2 years ago
- (ICLR 2026)Official repository of 'ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing’☆58Jan 26, 2026Updated last month
- SimX-OR: Extending Any Simulation Benchmark to Evaluate the Observational Robustness of VLA Models☆31Nov 4, 2025Updated 3 months ago
- [CVPR2025] Official code for Lost in Translation Found in Context☆23Jan 14, 2026Updated last month
- [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image feat…☆47Aug 21, 2024Updated last year
- Evaluation code and datasets for the ACL 2024 paper, VISTA: Visualized Text Embedding for Universal Multi-Modal Retrieval. The original c…☆46Nov 16, 2024Updated last year
- [EMNLP'25] A novel alignment framework that leverages image retrieval to mitigate hallucinations in Vision Language Models.☆50Aug 21, 2025Updated 6 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆107Aug 21, 2025Updated 6 months ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆97Jan 29, 2024Updated 2 years ago
- [ACL 2024 Findings] Official PyTorch Implementation code for realizing the technical part of CoLLaVO: Crayon Large Language and Vision mO…☆99Jun 28, 2024Updated last year
- Official source code for Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models☆12Dec 5, 2024Updated last year
- Using Tensorflow to do face_rank☆14Jan 23, 2018Updated 8 years ago
- 中医书籍文献等材料的高质量文本数据☆17Apr 22, 2025Updated 10 months ago
- ☆18Mar 2, 2025Updated last year
- A large-scale place image dataset with multi-faceted annotations. Multi-level place recognition.☆10Jul 15, 2020Updated 5 years ago
- Official source code for the paper "Tailored Design of Audio-Visual Speech Recognition Models using Branchformers"☆14Feb 24, 2025Updated last year
- Code for paper "Rethinking Text-based Protein Understanding: Retrieval or LLM?"☆18Oct 7, 2025Updated 4 months ago