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Jiachen Zou

3 accepted papers

2025

Synthesizing Images on Perceptual Boundaries of ANNs for Uncovering and Manipulating Human Perceptual Variability

ICML 2025poster

Human decision-making in cognitive tasks and daily life exhibits considerable variability, shaped by factors such as task difficulty, individual preferences, and personal experiences. Understanding this variability across individuals is essential for uncovering the perceptual and decision-making me…

Cited by 0SourcePDFScholar
2024

CoCoG: Controllable Visual Stimuli Generation Based on Human Concept Representations

IJCAI 2024poster

A central question for cognitive science is to understand how humans process visual scenes, i.e, to uncover human low-dimensional concept representation space from high-dimensional visual stimuli. Generating visual stimuli with controlling concepts is the key. However, there are currently no generat…

2024

Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion

NeurIPS 2024poster

How to decode human vision through neural signals has attracted a long-standing interest in neuroscience and machine learning. Modern contrastive learning and generative models improved the performance of visual decoding and reconstruction based on functional Magnetic Resonance Imaging (fMRI). Howev…