[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 11 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
- [EMNLP 2024 Main] Official implementation of the paper "Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mech…☆15Oct 8, 2024Updated 2 years ago
- [ICML 2025] Official implementation of the paper "SkipGPT: Dynamic Layer Pruning Reinvented with Token Awareness and Module Decoupling". …☆21Nov 17, 2025Updated 10 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ACL 2025 Findings] Official implementation of the paper "Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning".☆23Feb 26, 2025Updated last year
- ☆18Feb 20, 2025Updated last year
- [BMVC 2024 Oral ✨] Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization☆20Sep 11, 2024Updated 2 years ago
- Large-scale VLM pre-training and finetuning on HPC. Designed and tested for MareNostrum 5 and JUPITER.☆25Oct 2, 2026Updated last week
- ☆12May 23, 2024Updated 2 years ago
- Official implementation of "VIRAL: Visual Representation Alignment for MLLMs".☆167Sep 21, 2025Updated last year
- This is the official repository for the paper "Modeling Human Gaze Behavior with Diffusion Models for Unified Scanpath Prediction". ICCV …☆29May 13, 2026Updated 5 months ago
- Repository of Streaming LLMs☆101Jul 26, 2026Updated 2 months ago
- [CVPR 2025 Highlight] Official implementation of HySAC, a hyperbolic safety-aware vision-language model for safer multimodal retrieval an…☆31Apr 8, 2025Updated last year
- 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.
- A PyTorch implementation replicating the core logic of FAE (Feature Auto-Encoder) from the paper "One Layer Is Enough: Adapting Pretraine…☆21Dec 20, 2025Updated 9 months ago
- The official implementation of the paper "MMFuser: Multimodal Multi-Layer Feature Fuser for Fine-Grained Vision-Language Understanding". …☆61Nov 5, 2024Updated last year
- 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☆40Sep 12, 2025Updated last year
- Official implementation of Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents (NeurIPS 2025)☆47Nov 24, 2025Updated 10 months ago
- [ICCV 2025] MissRAG: Addressing the Missing Modality Challenge in Multimodal Large Language Models☆26May 12, 2026Updated 5 months ago
- CVPR2024 highlight.☆13Oct 10, 2024Updated 2 years ago
- ☆29Apr 8, 2025Updated last year
- 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.
- [ECCV 2024] Official Release of SILC: Improving vision language pretraining with self-distillation☆48Oct 3, 2024Updated 2 years ago
- ☆20Sep 3, 2025Updated last year
- [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.☆390Jun 20, 2026Updated 3 months ago
- ☆25Dec 26, 2024Updated last year
- 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
- ☆18Jun 14, 2025Updated last year
- [CVPR2026 Findings] VHS: Verifier on Hidden States, an efficient inference-time scaling verification framework for DiT-based image genera…☆16Mar 25, 2026Updated 6 months ago
- 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.
- Vision-OPD is a regional-to-global on-policy self-distillation framework that transfers a model's own privileged crop-conditioned percept…☆335Sep 27, 2026Updated 2 weeks ago
- [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 7 months ago
- Fine-Grained Knowledge Fusion for Retrieval-Augmented Medical Visual Question☆11Jul 18, 2024Updated 2 years ago
- Official Code for the ICCV23 Paper: "LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse Retrieval…☆39Oct 14, 2023Updated 2 years ago
- [CVPR 2025] COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training☆43Mar 27, 2025Updated last year
- MemOCR: an OCR-driven visual memory agent.☆35May 17, 2026Updated 4 months ago