[CVPR2025] Official implementation of the paper "Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices". (by Junyan Lin)
☆48Oct 29, 2025Updated 10 months ago
Alternatives and similar repositories for Layer_Select_Fuse_for_MLLM
Users that are interested in Layer_Select_Fuse_for_MLLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [EMNLP 2024 Main] Official implementation of the paper "To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimoda…☆16Dec 13, 2024Updated last year
- [EMNLP 2024 Main] Official implementation of the paper "The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Langua…☆13Nov 11, 2024Updated last year
- ☆14Nov 19, 2024Updated last year
- [ICML 2025] Official implementation of the paper "SkipGPT: Dynamic Layer Pruning Reinvented with Token Awareness and Module Decoupling". …☆21Nov 17, 2025Updated 9 months ago
- [ACL 2025 Findings] Official implementation of the paper "Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning".☆23Feb 26, 2025Updated last year
- 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.
- [BMVC 2024 Oral ✨] Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization☆20Sep 11, 2024Updated last year
- ☆12May 23, 2024Updated 2 years ago
- ☆18Jul 24, 2025Updated last year
- [CVPR25] CoLLM: A Large Language Model for Composed Image Retrieval☆29Mar 26, 2025Updated last year
- Repository of Streaming LLMs☆97Jul 26, 2026Updated last month
- [CVPR 2025 Highlight] Official implementation of HySAC, a hyperbolic safety-aware vision-language model for safer multimodal retrieval an…☆31Apr 8, 2025Updated last year
- ☆117Oct 21, 2025Updated 10 months ago
- A PyTorch implementation replicating the core logic of FAE (Feature Auto-Encoder) from the paper "One Layer Is Enough: Adapting Pretraine…☆21Dec 20, 2025Updated 8 months ago
- "Visual Prompt Selection for In-Context Learning Segmentation Framework"☆14Dec 13, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The official implementation of the paper "MMFuser: Multimodal Multi-Layer Feature Fuser for Fine-Grained Vision-Language Understanding". …☆61Nov 5, 2024Updated last year
- Matlab implementation of our TMM 2020 paper "Pixel-level Non-local Image Smoothing with Objective Evaluation"☆10Nov 24, 2020Updated 5 years ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆44Nov 1, 2024Updated last year
- ☆17Dec 1, 2023Updated 2 years ago
- [CVPR 2025] Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval☆38Sep 12, 2025Updated 11 months ago
- [CVPR'25] ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval☆16Jun 17, 2026Updated 2 months ago
- Official implementation of Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents (NeurIPS 2025)☆47Nov 24, 2025Updated 9 months ago
- [ICCV 2025] MissRAG: Addressing the Missing Modality Challenge in Multimodal Large Language Models☆26May 12, 2026Updated 3 months ago
- ☆26Jun 22, 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.
- ☆29Apr 8, 2025Updated last year
- [ECCV 2024] Official Release of SILC: Improving vision language pretraining with self-distillation☆48Oct 3, 2024Updated last year
- Multimodal Instruction Tuning with Conditional Mixture of LoRA (ACL 2024)☆32Aug 9, 2024Updated 2 years ago
- ☆20Sep 3, 2025Updated 11 months ago
- [ECCV24] VISA: Reasoning Video Object Segmentation via Large Language Model☆22Jul 20, 2024Updated 2 years ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆378Jun 20, 2026Updated 2 months ago
- TallyQA: Answering Complex Counting Questions dataset☆31Feb 19, 2024Updated 2 years ago
- RUArt: A Novel Text-Centered Solution for Text-Based Visual Question Answering☆10Nov 27, 2022Updated 3 years ago
- Vision-OPD is a regional-to-global on-policy self-distillation framework that transfers a model's own privileged crop-conditioned percept…☆300Jul 17, 2026Updated last month
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆17Jun 14, 2025Updated last year
- [ACL 2024] Code for the paper "ALaRM: Align Language Models via Hierarchical Rewards Modeling"☆25Mar 28, 2024Updated 2 years ago
- (ACL2025 Findings) Official code for the paper "STeCa: Step-level Trajectory Calibration for LLM Agent Learning"☆29Mar 2, 2026Updated 6 months ago
- [CVPR 2025] COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training☆42Mar 27, 2025Updated last year
- [CVPR 2025] Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering☆57Jul 14, 2025Updated last year
- SS-MAE: Spatial-Spectral Masked Auto-Encoder for Mulit-Source Remote Sensing Image Classification (IEEE TGRS 2023)☆59Mar 13, 2024Updated 2 years ago
- The official repository of the paper 'Towards a Multimodal Large Language Model with Pixel-Level Insight for Biomedicine'☆134Jul 7, 2026Updated last month