Lan Mengcheng

Awesome-MLLM-Segmentation. 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.

Text4Seg. [ICLR2025] Text4Seg: Reimagining Image Segmentation as Text Generation

ProxyCLIP. [ECCV2024] ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation

ClearCLIP. [ECCV2024] ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference

SmooSeg. [NeurIPS 2023] SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation

SP-TCL. [TIP 2024] Learning to Discover Knowledge: A Weakly-Supervised Partial Domain Adaptation Approach

DLAD. Dual-Level Adaptive and Discriminative Knowledge Transfer for Cross-Domain Recognition

MvCSD. Multiview Consensus Structure Discovery

GMCSC. Generalized Multi-view Collaborative Subspace Clustering

CKET. Coupled Knowledge Transfer for Visual Data Recognition