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Evidence record 17345 · automatically gathered

CogVis: Must Open-Vocabulary Change Detection Perceive the Scene Anew for Every Query?

Earth-surface monitoring requires change detection models capable of recognizing arbitrary semantic categories. Open-Vocabulary Change Detection (OVCD) addresses this need. However, existing methods often entangle temporal perception, semantic discrimination, and region verification, causing unstable results and redundant computation. Inspired by human visual change perception, we propose CogVis, a cognitive memory-guided framework that reformulates OVCD as a perception-memory-verification parad

Record details

Published: 6 August 2026
Source: arXiv cs.AI
Category: Research
Topics: Bias & fairness
Retrieved: 7 August 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

Shared topic: Bias & fairness

Poli-Bias: Understanding and Measuring Large Language Model Biases in International Political Conflicts

arXiv cs.AI · 6 August 2026

Shared topic: Bias & fairness

Depth-Guided Video Object Counting in Crowded Scenes

arXiv cs.AI · 6 August 2026

Shared topic: Bias & fairness

Bias Analysis of L2 Speaking Assessment Systems Using Concept Activation Vectors

arXiv · 6 August 2026

Shared topic: Bias & fairness

Challenges in Evaluating Explanation Methods for Static and Evolving Data

arXiv cs.AI · 6 August 2026

Shared topic: Bias & fairness

Fairis: Fairness-Aware Aggregation with Provable Influence Containment against Fairness Poisoning Attacks in Collaborative Machine Learning

arXiv cs.CR (AI security) · 6 August 2026

Shared topic: Bias & fairness

Conditional Cognitive Biases in LLMs: How Biased User Turns Modulate In-Context Reasoning

arXiv cs.CY · 7 August 2026

How to cite this record

ethics.ai (6 August 2026), “CogVis: Must Open-Vocabulary Change Detection Perceive the Scene Anew for Every Query?,” evidence record 17345, https://ethics.ai/record/17345 (originally published by arXiv cs.AI).

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