Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment
Fuente:
arXiv
Saved in:
| Main Authors: | Hu, Yang, Wang, Runchen, Zhao, Stephen Chong, Zhan, Xuhui, Kim, Do Hun, Wallace, Mark, Tovar, David A. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Shifting Attention to You: Personalized Brain-Inspired AI Models
by: Zhao, Stephen Chong, et al.
Published: (2025)
by: Zhao, Stephen Chong, et al.
Published: (2025)
Beyond Suboptimality: Resource-Rationality and Task Demands Shape the Complexity of Perceptual Representations
by: Lee, Andrew Jun, et al.
Published: (2025)
by: Lee, Andrew Jun, et al.
Published: (2025)
Towards a Vision-Language Episodic Memory Framework: Large-scale Pretrained Model-Augmented Hippocampal Attractor Dynamics
by: Li, Chong, et al.
Published: (2025)
by: Li, Chong, et al.
Published: (2025)
Neural Representational Consistency Emerges from Probabilistic Neural-Behavioral Representation Alignment
by: Zhu, Yu, et al.
Published: (2025)
by: Zhu, Yu, et al.
Published: (2025)
A Minimal Quantitative Model of Perceptual Suppression and Breakthrough in Visual Rivalry
by: Whyte, Christopher J., et al.
Published: (2025)
by: Whyte, Christopher J., et al.
Published: (2025)
A Feature-based Generalizable Prediction Model for Both Perceptual and Abstract Reasoning
by: Do, Quan, et al.
Published: (2024)
by: Do, Quan, et al.
Published: (2024)
Attractive and Repulsive Perceptual Biases Naturally Emerge in Generative Adversarial Inference
by: Jeon, Hyun-Jun, et al.
Published: (2025)
by: Jeon, Hyun-Jun, et al.
Published: (2025)
Mapping the Mind-Brain Duality to a Digital-Analog Perceptual Duality
by: Ahissar, Ehud, et al.
Published: (2024)
by: Ahissar, Ehud, et al.
Published: (2024)
The Representational Alignment Hypothesis: Evidence for and Consequences of Invariant Semantic Structure Across Embedding Modalities
by: Ramidi, Akhil, et al.
Published: (2026)
by: Ramidi, Akhil, et al.
Published: (2026)
Perceptual learning in contour detection transfer across changes in contour path and orientation
by: Ding, Yue, et al.
Published: (2024)
by: Ding, Yue, et al.
Published: (2024)
Perceptual multistability: a window for a multi-facet understanding of psychiatric disorders
by: Safavi, Shervin, et al.
Published: (2025)
by: Safavi, Shervin, et al.
Published: (2025)
Path to Intelligence: Measuring Similarity between Human Brain and Large Language Model Beyond Language Task
by: Ngo, Doai, et al.
Published: (2025)
by: Ngo, Doai, et al.
Published: (2025)
Training-Driven Representational Geometry Modularization Predicts Brain Alignment in Language Models
by: Liu, Yixuan, et al.
Published: (2026)
by: Liu, Yixuan, et al.
Published: (2026)
Improving Electroencephalogram-Based Deception Detection in Concealed Information Test under Low Stimulus Heterogeneity
by: Kim, Suhye, et al.
Published: (2025)
by: Kim, Suhye, et al.
Published: (2025)
Decoding Alignment without Encoding Alignment: A critique of similarity analysis in neuroscience
by: Bertram, Johannes, et al.
Published: (2026)
by: Bertram, Johannes, et al.
Published: (2026)
Alignment between Brains and AI: Evidence for Convergent Evolution across Modalities, Scales and Training Trajectories
by: Shen, Guobin, et al.
Published: (2025)
by: Shen, Guobin, et al.
Published: (2025)
Multi-dimensional Neural Decoding with Orthogonal Representations for Brain-Computer Interfaces
by: Tian, Kaixi, et al.
Published: (2025)
by: Tian, Kaixi, et al.
Published: (2025)
Promoting arm movement practice with a novel wheelchair armrest early after stroke: A randomized controlled trial
by: Kim, Sangjoon J., et al.
Published: (2025)
by: Kim, Sangjoon J., et al.
Published: (2025)
Integrating Cognitive Load and Embodied Cognition Theories Through Representations as Multi-Scale Attractors
by: Gibson, David C., et al.
Published: (2026)
by: Gibson, David C., et al.
Published: (2026)
Gyral-Sulcal-Net: An Integrated Network Representation of Brain Folding Patterns
by: Cao, Chao, et al.
Published: (2026)
by: Cao, Chao, et al.
Published: (2026)
Sex Differences in Hierarchical and Modular Organization of Functional Brain Networks: Insights from Hierarchical Entropy and Modularity Analysis
by: Chen, Wenyu, et al.
Published: (2024)
by: Chen, Wenyu, et al.
Published: (2024)
Representation learning in cerebellum-like structures
by: Rudelt, Lucas, et al.
Published: (2025)
by: Rudelt, Lucas, et al.
Published: (2025)
Estimating Neural Representation Alignment from Sparsely Sampled Inputs and Features
by: Chun, Chanwoo, et al.
Published: (2025)
by: Chun, Chanwoo, et al.
Published: (2025)
Causality as a Minimum Energy Principle
by: Chung, Moo K., et al.
Published: (2026)
by: Chung, Moo K., et al.
Published: (2026)
Beyond Object-Level Alignment: Do Brains and DNNs Preserve the Same Transformations?
by: Kamitani, Yukiyasu
Published: (2026)
by: Kamitani, Yukiyasu
Published: (2026)
Beyond Sight: Probing Alignment Between Image Models and Blind V1
by: Granley, Jacob, et al.
Published: (2024)
by: Granley, Jacob, et al.
Published: (2024)
Mouse vs. AI: A Neuroethological Benchmark for Visual Robustness and Neural Alignment
by: Schneider, Marius, et al.
Published: (2025)
by: Schneider, Marius, et al.
Published: (2025)
Audited calibration under regime shift as a computational test of support-structured broadcast
by: Walsh, Mark
Published: (2026)
by: Walsh, Mark
Published: (2026)
Phase Alignment Enhances Oscillatory Power in Neural Mass Models Optimized for Class Encoding
by: Pei, Alexander
Published: (2025)
by: Pei, Alexander
Published: (2025)
Vision as looking and seeing through a bottleneck
by: Zhaoping, Li
Published: (2026)
by: Zhaoping, Li
Published: (2026)
The Temporal Evolution of Modality-Independent Representations of Conceptual Categories
by: Dirani, Julien, et al.
Published: (2022)
by: Dirani, Julien, et al.
Published: (2022)
Readout Representation: Redefining Neural Codes by Input Recovery
by: Onoo, Shunsuke, et al.
Published: (2025)
by: Onoo, Shunsuke, et al.
Published: (2025)
Only Brains Align with Brains: Cross-Region Alignment Patterns Expose Limits of Normative Models
by: Höfling, Larissa, et al.
Published: (2026)
by: Höfling, Larissa, et al.
Published: (2026)
Full simulation on the dynamics of auditory synaptic fusion: Strong clustering of calcium channel might be the origin of the coherent release in the auditory hair cells
by: Yoo, Jaeyun, et al.
Published: (2025)
by: Yoo, Jaeyun, et al.
Published: (2025)
Variational Representational Similarity Analysis (vRSA) for M/EEG
by: Lepauvre, Alex, et al.
Published: (2025)
by: Lepauvre, Alex, et al.
Published: (2025)
Dyadic Neural Dynamics: Extending Representation Learning to Social Neuroscience
by: Glushanina, Maria, et al.
Published: (2025)
by: Glushanina, Maria, et al.
Published: (2025)
Actionable Neural Representations: Grid Cells from Minimal Constraints
by: Dorrell, William, et al.
Published: (2022)
by: Dorrell, William, et al.
Published: (2022)
Brain-inspired, interpretable, resonant recurrent neural networks
by: Kramer, Mark A.
Published: (2025)
by: Kramer, Mark A.
Published: (2025)
A generic model of consciousness
by: Hadley, Mark J.
Published: (2024)
by: Hadley, Mark J.
Published: (2024)
Active filtering: a predictive function of recurrent circuits of sensory cortex
by: Histed, Mark H.
Published: (2025)
by: Histed, Mark H.
Published: (2025)
Similar Items
-
Shifting Attention to You: Personalized Brain-Inspired AI Models
by: Zhao, Stephen Chong, et al.
Published: (2025) -
Beyond Suboptimality: Resource-Rationality and Task Demands Shape the Complexity of Perceptual Representations
by: Lee, Andrew Jun, et al.
Published: (2025) -
Towards a Vision-Language Episodic Memory Framework: Large-scale Pretrained Model-Augmented Hippocampal Attractor Dynamics
by: Li, Chong, et al.
Published: (2025) -
Neural Representational Consistency Emerges from Probabilistic Neural-Behavioral Representation Alignment
by: Zhu, Yu, et al.
Published: (2025) -
A Minimal Quantitative Model of Perceptual Suppression and Breakthrough in Visual Rivalry
by: Whyte, Christopher J., et al.
Published: (2025)