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
673 papers, page 7 of 14
- ICML 2025RULEBREAKERS: Challenging LLMs at the Crossroads between Formal Logic and Human-like Reasoning
- ICML 2025Safety-Polarized and Prioritized Reinforcement Learning
- ICML 2025Scaling Laws for Task-Optimized Models of the Primate Visual Ventral Stream
- ICML 2025SCENT: Robust Spatiotemporal Learning for Continuous Scientific Data via Scalable Conditioned Neural Fields
- ICML 2025Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning
- ICML 2025Separating Knowledge and Perception with Procedural Data
- ICML 2025Socialized Coevolution: Advancing a Better World through Cross-Task Collaboration
- ICML 2025Sparse Autoencoders for Hypothesis Generation
- ICML 2025Speculative Prefill: Turbocharging TTFT with Lightweight and Training-Free Token Importance Estimation
- ICML 2025SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and $\mathcal{O}(T)$ Complexity
- ICML 2025StealthInk: A Multi-bit and Stealthy Watermark for Large Language Models
- ICML 2025Steering Protein Language Models
- ICML 2025Sub-Sequential Physics-Informed Learning with State Space Model
- ICML 2025SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation
- ICML 2025Synthesizing Images on Perceptual Boundaries of ANNs for Uncovering and Manipulating Human Perceptual Variability
- ICML 2025TAROT: Targeted Data Selection via Optimal Transport
- ICML 2025Temporal Misalignment in ANN-SNN Conversion and its Mitigation via Probabilistic Spiking Neurons
- ICML 2025Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation
- ICML 2025Testing the Limits of Fine-Tuning for Improving Visual Cognition in Vision Language Models
- ICML 2025The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning
- ICML 2025The dark side of the forces: assessing non-conservative force models for atomistic machine learning
- ICML 2025Think Twice, Act Once: A Co-Evolution Framework of LLM and RL for Large-Scale Decision Making
- ICML 2025TraceGrad: a Framework Learning Expressive SO(3)-equivariant Non-linear Representations for Electronic-Structure Hamiltonian Prediction
- ICML 2025TS-SNN: Temporal Shift Module for Spiking Neural Networks
- ICML 2025TTFSFormer: A TTFS-based Lossless Conversion of Spiking Transformer
- ICML 2025Unified Analysis of Continuous Weak Features Learning with Applications to Learning from Missing Data
- ICML 2025UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation
- ICML 2025Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning
- ICML 2025What can large language models do for sustainable food?
- ICML 2025Whitened CLIP as a Likelihood Surrogate of Images and Captions
- ICML 2025WyckoffDiff -- A Generative Diffusion Model for Crystal Symmetry
- NeurIPS 2025$\mu$PC: Scaling Predictive Coding to 100+ Layer Networks
- NeurIPS 2025$i$MIND: Insightful Multi-subject Invariant Neural Decoding
- NeurIPS 20253D Gaussian Splatting based Scene-independent Relocalization with Unidirectional and Bidirectional Feature Fusion
- NeurIPS 20253D Interaction Geometric Pre-training for Molecular Relational Learning
- NeurIPS 2025A data and task-constrained mechanistic model of the mouse outer retina shows robustness to contrast variations
- NeurIPS 2025A Dynamic Learning Strategy for Dempster-Shafer Theory with Applications in Classification and Enhancement
- NeurIPS 2025A Generalist Intracortical Motor Decoder
- NeurIPS 2025A Generalized Bisimulation Metric of State Similarity between Markov Decision Processes: From Theoretical Propositions to Applications
- NeurIPS 2025A Multimodal BiMamba Network with Test-Time Adaptation for Emotion Recognition Based on Physiological Signals
- NeurIPS 2025A Partition Cover Approach to Tokenization
- NeurIPS 2025A Plug-and-Play Query Synthesis Active Learning Framework for Neural PDE Solvers
- NeurIPS 2025A Principled Approach to Randomized Selection under Uncertainty: Applications to Peer Review and Grant Funding
- NeurIPS 2025A Scalable, Causal, and Energy Efficient Framework for Neural Decoding with Spiking Neural Networks
- NeurIPS 2025Absorb and Converge: Provable Convergence Guarantee for Absorbing Discrete Diffusion Models
- NeurIPS 2025Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings
- NeurIPS 2025Acceleration via silver step-size on Riemannian manifolds with applications to Wasserstein space
- NeurIPS 2025Activity Pruning for Efficient Spiking Neural Networks
- NeurIPS 2025Adaptive Fission: Post-training Encoding for Low-latency Spike Neural Networks
- NeurIPS 2025Adaptive Gradient Masking for Balancing ID and MLLM-based Representations in Recommendation
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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