Applications · neuroscience and cognitive science papers, 2023–2026
Application area: neuroscience_and_cognitive_science
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 2,033 papers are tagged with this topic.
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.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 66 | 44 | 49 | 24 | 183 |
| 2024 | 189 | 99 | 107 | 29 | 424 |
| 2025 | 342 | 151 | 157 | 23 | 673 |
| 2026 | 227 | 229 | 263 | 34 | 753 |
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
2,033 papers, page 30 of 41
- CVPR 2024ParamISP: Learned Forward and Inverse ISPs using Camera Parameters
- CVPR 2024Permutation Equivariance of Transformers and Its Applications
- CVPR 2024SD2Event:Self-supervised Learning of Dynamic Detectors and Contextual Descriptors for Event Cameras
- CVPR 2024SPIN: Simultaneous Perception Interaction and Navigation
- CVPR 2024VMINer: Versatile Multi-view Inverse Rendering with Near- and Far-field Light Sources
- ICLR 2024A Cognitive Model for Learning Abstract Relational Structures from Memory-based Decision-Making Tasks
- ICLR 2024A differentiable brain simulator bridging brain simulation and brain-inspired computing
- ICLR 2024A Framework for Inference Inspired by Human Memory Mechanisms
- ICLR 2024A Lie Group Approach to Riemannian Batch Normalization
- ICLR 2024A Plug-and-Play Image Registration Network
- ICLR 2024A Progressive Training Framework for Spiking Neural Networks with Learnable Multi-hierarchical Model
- ICLR 2024A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
- ICLR 2024A Unified and General Framework for Continual Learning
- ICLR 2024Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanism
- ICLR 2024An operator preconditioning perspective on training in physics-informed machine learning
- ICLR 2024Automatic Functional Differentiation in JAX
- ICLR 2024Bayesian Bi-clustering of Neural Spiking Activity with Latent Structures
- ICLR 2024Brain decoding: toward real-time reconstruction of visual perception
- ICLR 2024BrainLM: A foundation model for brain activity recordings
- ICLR 2024BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity
- ICLR 2024CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images
- ICLR 2024CellPLM: Pre-training of Cell Language Model Beyond Single Cells
- ICLR 2024CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding
- ICLR 2024COCO-Periph: Bridging the Gap Between Human and Machine Perception in the Periphery
- ICLR 2024Complete and Efficient Graph Transformers for Crystal Material Property Prediction
- ICLR 2024Complex priors and flexible inference in recurrent circuits with dendritic nonlinearities
- ICLR 2024Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks
- ICLR 2024Critical Learning Periods Emerge Even in Deep Linear Networks
- ICLR 2024Crystalformer: Infinitely Connected Attention for Periodic Structure Encoding
- ICLR 2024Decoding Natural Images from EEG for Object Recognition
- ICLR 2024Deep Geodesic Canonical Correlation Analysis for Covariance-Based Neuroimaging Data
- ICLR 2024Defining Expertise: Applications to Treatment Effect Estimation
- ICLR 2024Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction
- ICLR 2024DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genomes
- ICLR 2024Emergent Communication with Conversational Repair
- ICLR 2024Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks
- ICLR 2024Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
- ICLR 2024Epitopological learning and Cannistraci-Hebb network shape intelligence brain-inspired theory for ultra-sparse advantage in deep learning
- ICLR 2024Estimating Shape Distances on Neural Representations with Limited Samples
- ICLR 2024Evaluating Representation Learning on the Protein Structure Universe
- ICLR 2024Exploring Effective Stimulus Encoding via Vision System Modeling for Visual Prostheses
- ICLR 2024Fast and unified path gradient estimators for normalizing flows
- ICLR 2024Fine-Tuned Language Models Generate Stable Inorganic Materials as Text
- ICLR 2024FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning
- ICLR 2024Forward Learning with Top-Down Feedback: Empirical and Analytical Characterization
- ICLR 2024How connectivity structure shapes rich and lazy learning in neural circuits
- ICLR 2024Implicit Gaussian process representation of vector fields over arbitrary latent manifolds
- ICLR 2024In-Context Learning Dynamics with Random Binary Sequences
- ICLR 2024Intriguing Properties of Generative Classifiers
- ICLR 2024Invariance-based Learning of Latent Dynamics
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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.
More in Application Domains
- Applications · chemistry physics and earth sciences 3,316
- Applications · computer vision 2,538
- Applications · speech and audio 1,722
- Applications · human computer interaction 1,027
- Applications · robotics 393
- Applications · health medicine 350
- Applications · security 28
- Applications · economics 19
- Applications · education 4