Research
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An SAM Fine-Tuning Framework With Frequency-Domain Interactive LoRA for Remote Sensing Change Detection
Abstract: Achieving high-accuracy remote sensing change detection (RSCD) algorithms requires high-quality semantic feature extraction from remote sensing images (RSIs). Due to its powerful general-purpose feature extraction capability, the Segment...
Publication · February 04, 2026
DFFormer: Capturing Dynamic Frequency Features to Locate Image Manipulation through Adaptive Frequency Transformer and Prototype Learning
Abstract: The proliferation of modern image editing tools has raised concerns about image manipulation, particularly regarding the potential to mislead the public and compromise privacy and security. Consequently, detecting and localizing tampered...
Publication · February 04, 2026
Image Manipulation Localization Using Dual-Shallow Feature Pyramid Fusion and Boundary Contextual Incoherence Enhancement
Abstract: This paper proposes a novel end-to-end network for Image Manipulation Localization (IML) comprising three modules: feature fusion, encoder, and decoder. To address the limitations of current DNN-based IML algorithms in accessing global f...
Publication · February 04, 2026
Towards an Active Inference Account of Deep Meditative Deconstruction
Publication · February 03, 2026
Early life stress rewires aggression circuits to produce life-long violent behavior
Stressful experiences early in life can leave a lasting mark on the brain, altering how it processes threat, emotion, and social cues. In some individuals, these changes give rise to persistent irritability and maladaptive aggression that endure l...
Project · February 03, 2026
Familiarity gates socially transmitted aggression via the medial amygdala
Publication · February 03, 2026
Systems Physiology & Phenotyping Core
Contacts:
Yibing Nong, MD, PhD, Director of Systems Physiology & Phenotyping Core
[email protected]
Kenneth Brittian, Manager of Systems Physiology & Phenotyping Core
The Core provides rigorously standardized in vivo surgical and physiol...
Project · February 03, 2026
Varieties of Anti-Establishment Appeals: Valence, Ideology, and Support for Outsiders
Abstract
Outsider candidates who criticize political elites have surged globally. While most studies treat anti-elite rhetoric as a “thin” ideology, I examine variation in its content. I distinguish between two types of anti-establishment appeals...
Publication · February 03, 2026
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