mc-lan / Awesome-MLLM-SegmentationLinks
A curated list of publications on image and video segmentation leveraging Multimodal Large Language Models (MLLMs), highlighting state-of-the-art methods, innovative applications, and key advancements in the field.
☆72Updated last week
Alternatives and similar repositories for Awesome-MLLM-Segmentation
Users that are interested in Awesome-MLLM-Segmentation are comparing it to the libraries listed below
Sorting:
- [ICLR2025] Text4Seg: Reimagining Image Segmentation as Text Generation☆97Updated 2 months ago
- This repo holds the official code and data for "Unveiling Parts Beyond Objects: Towards Finer-Granularity Referring Expression Segmentati…☆70Updated last year
- ☆58Updated 9 months ago
- Official implement of ICML2024 Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation☆49Updated 9 months ago
- Project Page for "Multi-Task Dense Prediction via Mixture of Low-Rank Experts"☆77Updated 5 months ago
- [CVPR 2024] The repository contains the official implementation of "Open-Vocabulary Segmentation with Semantic-Assisted Calibration"☆72Updated 8 months ago
- Official implementation of SCLIP: Rethinking Self-Attention for Dense Vision-Language Inference☆156Updated 7 months ago
- The official PyTorch implementation of the CVPR 2023 paper "Contrastive Grouping with Transformer for Referring Image Segmentation".☆49Updated last year
- Official PyTorch Code for "ATPrompt: Textual Prompt Learning with Embedded Attributes"☆37Updated 5 months ago
- [CVPR2024] GSVA: Generalized Segmentation via Multimodal Large Language Models☆133Updated 8 months ago
- [ICLR2024 Spotlight] Code Release of CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction☆188Updated last year
- Project for "HyperSeg: Towards Universal Visual Segmentation with Large Language Model".☆143Updated 5 months ago
- ☆26Updated 10 months ago
- [CVPR2025] Code Release of F-LMM: Grounding Frozen Large Multimodal Models☆91Updated last week
- [AAAI 2024] TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP Without Training☆91Updated last year
- ☆55Updated 8 months ago
- cliptrase☆36Updated 9 months ago
- CVPR2024: Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models☆73Updated 11 months ago
- [ICCV-2023] The official code of Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation☆124Updated 4 months ago
- [NeurIPS'24] A Simple Image Segmentation Framework via In-Context Examples☆53Updated 7 months ago
- [ECCV24] VISA: Reasoning Video Object Segmentation via Large Language Model☆175Updated 10 months ago
- CVPR2024☆79Updated 2 months ago
- [CVPR2024] Official Pytorch Implementation of SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation.☆171Updated last year
- [ECCV' 24] CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection☆24Updated 8 months ago
- ☆41Updated 3 months ago
- Code release for "Weakly Supervised Open-Vocabulary Object Detection", AAAI2024☆35Updated 8 months ago
- Official repo for our ICML 23 paper: "Multi-Modal Classifiers for Open-Vocabulary Object Detection"☆92Updated last year
- [ECCV2024] ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation☆90Updated 2 months ago
- [ICCV 2023] Official code release of our paper "Referring Image Segmentation Using Text Supervision"☆69Updated 7 months ago
- Official implementation of "InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models"☆38Updated 3 months ago