Generalized Decoupled Learning for Enhancing Open-Vocabulary Dense Perception

arXiv:2508.11256 · cs.CV, cs.AI · Submitted 2025-08-15 · Read on arXiv

cs.CV, cs.AI

Submitted: 2025-08-15

Updated: 2026-10-25

Terminology

• Consistency — 2× in this paper · explained in 3 episodes
• Instance Segmentation — 2× in this paper · explained in 3 episodes
• 6D Object Pose Estimation — 1× in this paper · explained in 1 episode
• Decoupled Learning — 1× in this paper · explained in 2 episodes
• Decoupling — 1× in this paper · explained in 2 episodes
• Diffusion Model — 1× in this paper · explained in 10 episodes
• Diffusion Models — 1× in this paper · explained in 9 episodes
• Foundation Model — 1× in this paper · explained in 3 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes
• Vision Foundation Models — 1× in this paper · explained in 2 episodes
• Vision-Language Models (VLMs) — 1× in this paper · explained in 7 episodes
• Vision-language models — 1× in this paper · explained in 2 episodes

Related papers

• Loss Knows Best: Detecting Annotation Errors in Videos via Loss Trajectories
• AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories
• Benchmarking the Robustness of Foundation Models for Mammography under Domain Shift
• MambaX-Net: Dual-Input Mamba-Enhanced Cross-Attention Network for Longitudinal MRI Segmentation
• TeleOCR: Navigating Document Parsing Across Digital and Camera-Captured Documents
• A Survey on Efficient Vision-Language-Action Models