Applications · neuroscience and cognitive science papers, 2023–2026

Key findings

• Applications · neuroscience and cognitive science went from 183 papers in 2023 to 753 in 2026, roughly 4.1x in three years.
• NeurIPS publishes the most Applications · neuroscience and cognitive science work: 824 papers from 2023 to 2026, 41% of the four-venue total.
• The fastest-growing overlap is with Diffusion Models: papers tagged with both rose from 4 in 2023 to 44 in 2026.
• Among the 10 topics under Application Domains, it ranks #4 by 2026 paper count; the fastest grower in the group, Applications · health medicine, is up 61x versus 4.1x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
• ICML 2026(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML Transformations
• ICLR 2026A Biologically Plausible Dense Associative Memory with Exponential Capacity
• CVPR 2026Globscope Toward a Global View of the Loss Landscape
• NeurIPS 2025$\mu$PC: Scaling Predictive Coding to 100+ Layer Networks
• ICML 2025Can Biologically Plausible Temporal Credit Assignment Rules Match BPTT for Neural Similarity? E-prop as an Example
• ICLR 2025A Computational Framework for Modeling Emergence of Color Vision in the Human Brain
• CVPR 2025Blurred LiDAR for Sharper 3D: Robust Handheld 3D Scanning with Diffuse LiDAR and RGB
• NeurIPS 2024$\textit{NeuroPath}$: A Neural Pathway Transformer for Joining the Dots of Human Connectomes
• ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
• ICLR 2024A Cognitive Model for Learning Abstract Relational Structures from Memory-based Decision-Making Tasks
• CVPR 2024Efficient Detection of Long Consistent Cycles and its Application to Distributed Synchronization
• NeurIPS 2023Adaptive whitening with fast gain modulation and slow synaptic plasticity
• ICML 2023Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations
• ICLR 2023A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
• CVPR 20233D Line Mapping Revisited
• NeurIPS 2026$\mathrm{Bounded\mbox{-}RS}$: A Bounded Evaluation Protocol and Testbed for Representational Systematicity
• ICML 2026A hitchhiker's guide to Poisson gradient estimation
• ICLR 2026A Brain Graph Foundation Model: Pre-Training and Prompt-Tuning across Broad Atlases and Disorders
• CVPR 2026LASAR Towards Spatio-temporal Reasoning with Latent Cognitive Map

All Applications · neuroscience and cognitive science papers

29 papers, page 1 of 1

1. CVPR 20243DToonify: Creating Your High-Fidelity 3D Stylized Avatar Easily from 2D Portrait Images
2. CVPR 2024A Subspace-Constrained Tyler's Estimator and its Applications to Structure from Motion
3. CVPR 2024BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning
4. CVPR 2024BodyMAP - Jointly Predicting Body Mesh and 3D Applied Pressure Map for People in Bed
5. CVPR 2024Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion?
6. CVPR 2024CoSeR: Bridging Image and Language for Cognitive Super-Resolution
7. CVPR 2024DIEM: Decomposition-Integration Enhancing Multimodal Insights
8. CVPR 2024DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting
9. CVPR 2024Efficient Detection of Long Consistent Cycles and its Application to Distributed Synchronization
10. CVPR 2024F3Loc: Fusion and Filtering for Floorplan Localization
11. CVPR 2024Finsler-Laplace-Beltrami Operators with Application to Shape Analysis
12. CVPR 2024Garment Recovery with Shape and Deformation Priors
13. CVPR 2024HiPose: Hierarchical Binary Surface Encoding and Correspondence Pruning for RGB-D 6DoF Object Pose Estimation
14. CVPR 2024How to Train Neural Field Representations: A Comprehensive Study and Benchmark
15. CVPR 2024Interactive Continual Learning: Fast and Slow Thinking
16. CVPR 2024Latency Correction for Event-guided Deblurring and Frame Interpolation
17. CVPR 2024Learning to Navigate Efficiently and Precisely in Real Environments
18. CVPR 2024LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images
19. CVPR 2024Makeup Prior Models for 3D Facial Makeup Estimation and Applications
20. CVPR 2024MeshPose: Unifying DensePose and 3D Body Mesh Reconstruction
21. CVPR 2024MindBridge: A Cross-Subject Brain Decoding Framework
22. CVPR 2024Neural 3D Strokes: Creating Stylized 3D Scenes with Vectorized 3D Strokes
23. CVPR 2024Neural Fields as Distributions: Signal Processing Beyond Euclidean Space
24. CVPR 2024One-dimensional Adapter to Rule Them All: Concepts Diffusion Models and Erasing Applications
25. CVPR 2024ParamISP: Learned Forward and Inverse ISPs using Camera Parameters
26. CVPR 2024Permutation Equivariance of Transformers and Its Applications
27. CVPR 2024SD2Event:Self-supervised Learning of Dynamic Detectors and Contextual Descriptors for Event Cameras
28. CVPR 2024SPIN: Simultaneous Perception Interaction and Navigation
29. CVPR 2024VMINer: Versatile Multi-view Inverse Rendering with Near- and Far-field Light Sources

FAQ

How many Applications · neuroscience and cognitive science papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

2,033 in total: 183 in 2023, 424 in 2024, 673 in 2025, 753 in 2026.

How many Applications · neuroscience and cognitive science papers are at NeurIPS 2026?

NeurIPS 2026 has 227 Applications · neuroscience and cognitive science papers, versus 342 the year before.

How many Applications · neuroscience and cognitive science papers are at ICLR 2026?

ICLR 2026 has 229 Applications · neuroscience and cognitive science papers, versus 151 the year before.

How many Applications · neuroscience and cognitive science papers are at ICML 2026?

ICML 2026 has 263 Applications · neuroscience and cognitive science papers, versus 157 the year before.

How many Applications · neuroscience and cognitive science papers are at CVPR 2026?

CVPR 2026 has 34 Applications · neuroscience and cognitive science papers, versus 23 the year before.

Which conference publishes the most Applications · neuroscience and cognitive science papers?

NeurIPS, with 824 papers from 2023 to 2026.