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
753 papers, page 7 of 16
- ICML 2026Coarse-Grained Boltzmann Generators
- ICML 2026CoEvol-NO: State and Coordinate Co-Evolution with an Error-Driven Predictor-Corrector Paradigm for Neural Operator Transformer
- ICML 2026CoGe-GCD: Reframing Generalized Category Discovery with Compositional Generalization
- ICML 2026Cognitive Fatigue in Autoregressive Transformers: Formalization and Measurement
- ICML 2026Collapsed Effective Operators for Higher-order Structures
- ICML 2026Conditional KRR: Injecting Unpenalized Features into Kernel Methods with Applications to Kernel Thresholding
- ICML 2026Conditionally Site-Independent Neural Evolution of Antibody Sequences
- ICML 2026Constrained hybrid modelling to predict microbial dynamics and organic matter turnover in soil systems
- ICML 2026CONTEXTOR: Contextualized High-order Contrastive Learning
- ICML 2026Convergence of Two-Timescale Markovian Stochastic Approximations with Applications in Reinforcement Learning
- ICML 2026Convex Basins in Single-Index Model Loss Landscapes: Applications to Robust Recovery under Strong Adversarial Corruption
- ICML 2026Correspondence Cognitive Learning for Multi-Modal Object Re-Identification
- ICML 2026Coupled Cluster con MoLe: Molecular Orbital Learning for Neural Wavefunctions
- ICML 2026Credit Assignment via Neural Manifold Noise Correlation
- ICML 2026Cross-Subject Modeling for Widefield Calcium Imaging via Atlas-Aligned Spatiotemporal Tokenization
- ICML 2026CSG: Cognitive Structure Generation for Intelligent Education
- ICML 2026CVSearch: Empowering Multimodal LLMs with Cognitive Visual Search for High-Resolution Image Perception
- ICML 2026Darwinian Memory: A Training-Free Self-Regulating Memory System for GUI Agent Evolution
- ICML 2026DecAEvolve: Decompose, Adapt, and Evolve for Effective LLM-based Scientific Equation Discovery
- ICML 2026DecoderTCR: Compositional Pretraining and Entropy-Guided Decoding for TCR-pMHC Interactions
- ICML 2026Decoupling Universal Laws and Environmental Heterogeneity: A Physics-Inspired Framework for Robust Spatio-Temporal Forecasting
- ICML 2026Deep Coupling Learning for Solving PDEs
- ICML 2026DeepAnalyze: Agentic Large Language Models for Autonomous Data Science
- ICML 2026Demystifying When Pruning Works via Representation Hierarchies
- ICML 2026Derivative Informed Learning of Exchange-Correlation Functionals
- ICML 2026Discovering Differences in Strategic Behavior between Humans and LLMs
- ICML 2026DiscoverLLM: From Executing Intents to Discovering Them
- ICML 2026Discrete Diffusion Samplers and Bridges: Off-Policy Algorithms and Applications in Latent Spaces
- ICML 2026DISSOLVR: An Interpretable and Fast Framework for Aqueous and Organic Solubility Prediction
- ICML 2026Distributional Inverse Reinforcement Learning
- ICML 2026Do Neural Operators Forget Geometry? The Forgetting Hypothesis in Deep Operator Learning
- ICML 2026DualTimesField: Rethinking Time Series as Continuous-Time Trends and Events
- ICML 2026Dynamic Compression Flows for Neuroscience Data
- ICML 2026Dynamic Regret via Discounted-to-Dynamic Reduction with Applications to Curved Losses and Adam Optimizer
- ICML 2026Dynamics and Representation Structure of Local Approximations to Gradient-Based Learning in Linear Recurrent Neural Networks
- ICML 2026EduMirror: Modeling Educational Social Dynamics with Value-driven Multi-agent Simulation
- ICML 2026EEG-Based Multimodal Learning via Hyperbolic Mixture-of-Curvature Experts
- ICML 2026EEG-FM-Bench: A Comprehensive Benchmark for the Systematic Evaluation and Diagnostic Analyses of EEG Foundation Models
- ICML 2026Efficient Adaptive Testing via Gradient Path Matching Subset Selection for AI Education
- ICML 2026Efficient and Safe Molecular Assembly via Reinforcement Learning and Constraint Solving
- ICML 2026Efficient Equivariant High-Order Crystal Tensor Prediction via Cartesian Local-Environment Many-Body Coupling
- ICML 2026Efficient Prediction of SO(3)-Equivariant Hamiltonian Matrices via SO(2) Local Frames
- ICML 2026Efficiently Training Time-to-First-Spike Spiking Neural Networks from Scratch
- ICML 2026EmBrace: A Collective Knowledge Fusion Framework Toward Unified EEG Foundation Models
- ICML 2026Enhancing Neural Theorem Proving via High-Quality Proof Selection and Verifier Feedback
- ICML 2026EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings
- ICML 2026Equivariant Covariance Tensors: Guaranteed SPD Uncertainty for Tensor-Valued Geometric Learning
- ICML 2026Error Amplification Limits ANN-to-SNN Conversion in Continuous Control
- ICML 2026EvoC2F: Compiling Tool Orchestration for Efficient and Evolvable LLM Agents
- ICML 2026Excited Pfaffians: Generalized Neural Wave Functions Across Structure and State
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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