Insights from the Algonauts 2025 Winners
Fuente:
arXiv
Saved in:
| Main Authors: | Scotti, Paul S., Tripathy, Mihir |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multimodal Recurrent Ensembles for Predicting Brain Responses to Naturalistic Movies (Algonauts 2025)
by: Eren, Semih, et al.
Published: (2025)
by: Eren, Semih, et al.
Published: (2025)
Predicting Brain Responses To Natural Movies With Multimodal LLMs
by: Villanueva, Cesar Kadir Torrico, et al.
Published: (2025)
by: Villanueva, Cesar Kadir Torrico, et al.
Published: (2025)
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data
by: Scotti, Paul S., et al.
Published: (2024)
by: Scotti, Paul S., et al.
Published: (2024)
MIRAGE: Robust multi-modal architectures translate fMRI-to-image models from vision to mental imagery
by: Kneeland, Reese, et al.
Published: (2026)
by: Kneeland, Reese, et al.
Published: (2026)
Scaling Vision Transformers for Functional MRI with Flat Maps
by: Lane, Connor, et al.
Published: (2025)
by: Lane, Connor, et al.
Published: (2025)
Stacked Regression using Off-the-shelf, Stimulus-tuned and Fine-tuned Neural Networks for Predicting fMRI Brain Responses to Movies (Algonauts 2025 Report)
by: Scholz, Robert, et al.
Published: (2025)
by: Scholz, Robert, et al.
Published: (2025)
Bitbox: Behavioral Imaging Toolbox for Computational Analysis of Behavior from Videos
by: Sariyanidi, Evangelos, et al.
Published: (2025)
by: Sariyanidi, Evangelos, et al.
Published: (2025)
Visual Image Reconstruction from Brain Activity via Latent Representation
by: Kamitani, Yukiyasu, et al.
Published: (2025)
by: Kamitani, Yukiyasu, et al.
Published: (2025)
Skeletonization of neuronal processes using Discrete Morse techniques from computational topology
by: Banerjee, Samik, et al.
Published: (2025)
by: Banerjee, Samik, et al.
Published: (2025)
Simple Models, Rich Representations: Visual Decoding from Primate Intracortical Neural Signals
by: Ciferri, Matteo, et al.
Published: (2026)
by: Ciferri, Matteo, et al.
Published: (2026)
Rest2Visual: Predicting Visually Evoked fMRI from Resting-State Scans
by: Zhou, Chuyang, et al.
Published: (2025)
by: Zhou, Chuyang, et al.
Published: (2025)
Primary visual cortex contributes to color constancy by predicting rather than discounting the illuminant: evidence from a computational study
by: Gao, Shaobing, et al.
Published: (2024)
by: Gao, Shaobing, et al.
Published: (2024)
Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment
by: Hu, Yang, et al.
Published: (2025)
by: Hu, Yang, et al.
Published: (2025)
Time Series Analysis of Spiking Neural Systems via Transfer Entropy and Directed Persistent Homology
by: Peek, Dylan, et al.
Published: (2025)
by: Peek, Dylan, et al.
Published: (2025)
Error correction in multiclass image classification of facial emotion on unbalanced samples
by: Lebedev, Andrey A., et al.
Published: (2025)
by: Lebedev, Andrey A., et al.
Published: (2025)
Model-Guided Microstimulation Steers Primate Visual Behavior
by: Mehrer, Johannes, et al.
Published: (2025)
by: Mehrer, Johannes, et al.
Published: (2025)
Stimulus Motion Perception Studies Imply Specific Neural Computations in Human Visual Stabilization
by: Arathorn, David W, et al.
Published: (2025)
by: Arathorn, David W, et al.
Published: (2025)
MAPS: Masked Attribution-based Probing of Strategies- A computational framework to align human and model explanations
by: Muzellec, Sabine, et al.
Published: (2025)
by: Muzellec, Sabine, et al.
Published: (2025)
Language learning shapes visual category-selectivity in deep neural networks
by: Lu, Zitong, et al.
Published: (2025)
by: Lu, Zitong, et al.
Published: (2025)
Animal behavioral analysis and neural encoding with transformer-based self-supervised pretraining
by: Wang, Yanchen, et al.
Published: (2025)
by: Wang, Yanchen, et al.
Published: (2025)
Hybrid Lie semi-group and cascade structures for the generalized Gaussian derivative model for visual receptive fields
by: Lindeberg, Tony
Published: (2025)
by: Lindeberg, Tony
Published: (2025)
A Multimodal Seq2Seq Transformer for Predicting Brain Responses to Naturalistic Stimuli
by: He, Qianyi, et al.
Published: (2025)
by: He, Qianyi, et al.
Published: (2025)
Sparse Autoencoders Bridge The Deep Learning Model and The Brain
by: Mao, Ziming, et al.
Published: (2025)
by: Mao, Ziming, et al.
Published: (2025)
BrainNetMLP: An Efficient and Effective Baseline for Functional Brain Network Classification
by: Hou, Jiacheng, et al.
Published: (2025)
by: Hou, Jiacheng, et al.
Published: (2025)
Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function
by: Grim, Anna, et al.
Published: (2025)
by: Grim, Anna, et al.
Published: (2025)
Explicitly Modeling Subcortical Vision with a Neuro-Inspired Front-End Improves CNN Robustness
by: Piper, Lucas, et al.
Published: (2025)
by: Piper, Lucas, et al.
Published: (2025)
Scalable Diffusion Transformer for Conditional 4D fMRI Synthesis
by: Seo, Jungwoo, et al.
Published: (2025)
by: Seo, Jungwoo, et al.
Published: (2025)
SLIM-Brain: A Data- and Training-Efficient Foundation Model for fMRI Data Analysis
by: Wang, Mo, et al.
Published: (2025)
by: Wang, Mo, et al.
Published: (2025)
A Few-Shot Metric Learning Method with Dual-Channel Attention for Cross-Modal Same-Neuron Identification
by: Li, Wenwei, et al.
Published: (2025)
by: Li, Wenwei, et al.
Published: (2025)
Simple 3D Pose Features Support Human and Machine Social Scene Understanding
by: Qin, Wenshuo, et al.
Published: (2025)
by: Qin, Wenshuo, et al.
Published: (2025)
Unraveling the geometry of visual relational reasoning
by: Shang, Jiaqi, et al.
Published: (2025)
by: Shang, Jiaqi, et al.
Published: (2025)
Predicting upcoming visual features during eye movements yields scene representations aligned with human visual cortex
by: Thorat, Sushrut, et al.
Published: (2025)
by: Thorat, Sushrut, et al.
Published: (2025)
Deciphering Functions of Neurons in Vision-Language Models
by: Xu, Jiaqi, et al.
Published: (2025)
by: Xu, Jiaqi, et al.
Published: (2025)
BOLDSimNet: Examining Brain Network Similarity between Task and Resting-State fMRI
by: Kim, Boseong, et al.
Published: (2025)
by: Kim, Boseong, et al.
Published: (2025)
CNeuroMod-THINGS, a densely-sampled fMRI dataset for visual neuroscience
by: St-Laurent, Marie, et al.
Published: (2025)
by: St-Laurent, Marie, et al.
Published: (2025)
Micro-DualNet: Dual-Path Spatio-Temporal Network for Micro-Action Recognition
by: Chappa, Naga VS Raviteja, et al.
Published: (2026)
by: Chappa, Naga VS Raviteja, et al.
Published: (2026)
Aligned with LLM: a new multi-modal training paradigm for encoding fMRI activity in visual cortex
by: Ma, Shuxiao, et al.
Published: (2024)
by: Ma, Shuxiao, et al.
Published: (2024)
Relationships between the degrees of freedom in the affine Gaussian derivative model for visual receptive fields and 2-D affine image transformations, with application to covariance properties of simple cells in the primary visual cortex
by: Lindeberg, Tony
Published: (2024)
by: Lindeberg, Tony
Published: (2024)
SIMON: Saliency-aware Integrative Multi-view Object-centric Neural Decoding
by: Lin, YuSheng, et al.
Published: (2026)
by: Lin, YuSheng, et al.
Published: (2026)
Revealing the core dimensions underlying representations in brains, behavior and AI
by: Mahner, Florian P., et al.
Published: (2026)
by: Mahner, Florian P., et al.
Published: (2026)
Similar Items
-
Multimodal Recurrent Ensembles for Predicting Brain Responses to Naturalistic Movies (Algonauts 2025)
by: Eren, Semih, et al.
Published: (2025) -
Predicting Brain Responses To Natural Movies With Multimodal LLMs
by: Villanueva, Cesar Kadir Torrico, et al.
Published: (2025) -
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data
by: Scotti, Paul S., et al.
Published: (2024) -
MIRAGE: Robust multi-modal architectures translate fMRI-to-image models from vision to mental imagery
by: Kneeland, Reese, et al.
Published: (2026) -
Scaling Vision Transformers for Functional MRI with Flat Maps
by: Lane, Connor, et al.
Published: (2025)