应用 · neuroscience and cognitive science论文趋势 2023–2026
应用方向：neuroscience_and_cognitive_science
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 2,033 篇被归入该主题的论文。
主要结论
- 应用 · neuroscience and cognitive science论文从 2023 年的 183 篇增长到 2026 年的 753 篇，三年间扩大到约 4.1 倍。
- NeurIPS 是发应用 · neuroscience and cognitive science论文最多的会议，2023–2026 年共 824 篇，占四个会议总量的 41%。
- 交叉方向里涨得最快的是扩散模型：同时属于两个主题的论文从 2023 年的 4 篇增至 2026 年的 44 篇。
- 在「应用领域」的 10 个主题里，它的 2026 年论文数排第 4；同组增长最快的应用 · health medicine是 61 倍，应用 · neuroscience and cognitive science是 4.1 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 66 | 44 | 49 | 24 | 183 |
| 2024 | 189 | 99 | 107 | 29 | 424 |
| 2025 | 342 | 151 | 157 | 23 | 673 |
| 2026 | 227 | 229 | 263 | 34 | 753 |
代表论文
按年份和会议均匀挑选，方便快速看到每一届的样貌
- 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
全部应用 · neuroscience and cognitive science论文
共 673 篇，第 5 / 14 页
- ICML 2025Contextual Linear Bandits with Delay as Payoff
- ICML 2025Contour Integration Underlies Human-Like Vision
- ICML 2025CoPINN: Cognitive Physics-Informed Neural Networks
- ICML 2025Core Knowledge Deficits in Multi-Modal Language Models
- ICML 2025CVE-Bench: A Benchmark for AI Agents’ Ability to Exploit Real-World Web Application Vulnerabilities
- ICML 2025Deep Neural Cellular Potts Models
- ICML 2025Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines
- ICML 2025Dendritic Localized Learning: Toward Biologically Plausible Algorithm
- ICML 2025Diagonal Symmetrization of Neural Network Solvers for the Many-Electron Schrödinger Equation
- ICML 2025Differential Coding for Training-Free ANN-to-SNN Conversion
- ICML 2025Discovering Symbolic Cognitive Models from Human and Animal Behavior
- ICML 2025Discrete and Continuous Difference of Submodular Minimization
- ICML 2025DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications
- ICML 2025Dynamical Modeling of Behaviorally Relevant Spatiotemporal Patterns in Neural Imaging Data
- ICML 2025Dynamical phases of short-term memory mechanisms in RNNs
- ICML 2025E-LDA: Toward Interpretable LDA Topic Models with Strong Guarantees in Logarithmic Parallel Time
- ICML 2025EEG-Language Pretraining for Highly Label-Efficient Clinical Phenotyping
- ICML 2025Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity
- ICML 2025Efficient ANN-SNN Conversion with Error Compensation Learning
- ICML 2025Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving
- ICML 2025Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation
- ICML 2025Faster Global Minimum Cut with Predictions
- ICML 2025Feature Learning beyond the Lazy-Rich Dichotomy: Insights from Representational Geometry
- ICML 2025Finding Wasserstein Ball Center: Efficient Algorithm and The Applications in Fairness
- ICML 2025Fixing the Double Penalty in Data-Driven Weather Forecasting Through a Modified Spherical Harmonic Loss Function
- ICML 2025Flow Matching for Few-Trial Neural Adaptation with Stable Latent Dynamics
- ICML 2025Flow-field inference from neural data using deep recurrent networks
- ICML 2025From Black Boxes to Transparent Minds: Evaluating and Enhancing the Theory of Mind in Multimodal Large Language Models
- ICML 2025Fundamental Bias in Inverting Random Sampling Matrices with Application to Sub-sampled Newton
- ICML 2025Galileo: Learning Global & Local Features of Many Remote Sensing Modalities
- ICML 2025Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction
- ICML 2025Generating Hypotheses of Dynamic Causal Graphs in Neuroscience: Leveraging Generative Factor Models of Observed Time Series
- ICML 2025Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates
- ICML 2025Graph Minimum Factor Distance and Its Application to Large-Scale Graph Data Clustering
- ICML 2025Habitizing Diffusion Planning for Efficient and Effective Decision Making
- ICML 2025HEAP: Hyper Extended A-PDHG Operator for Constrained High-dim PDEs
- ICML 2025Heterogeneous Sufficient Dimension Reduction and Subspace Clustering
- ICML 2025How Compositional Generalization and Creativity Improve as Diffusion Models are Trained
- ICML 2025Human Cognition-Inspired Hierarchical Fuzzy Learning Machine
- ICML 2025Human-Aligned Image Models Improve Visual Decoding from the Brain
- ICML 2025Hybrid Spiking Vision Transformer for Object Detection with Event Cameras
- ICML 2025Identifying Neural Dynamics Using Interventional State Space Models
- ICML 2025Implicit Riemannian Optimism with Applications to Min-Max Problems
- ICML 2025Improved Regret Analysis in Gaussian Process Bandits: Optimality for Noiseless Reward, RKHS norm, and Non-Stationary Variance
- ICML 2025Invariant Deep Uplift Modeling for Incentive Assignment in Online Marketing via Probability of Necessity and Sufficiency
- ICML 2025Inverse problems with experiment-guided AlphaFold
- ICML 2025Inverse Reinforcement Learning with Switching Rewards and History Dependency for Characterizing Animal Behaviors
- ICML 2025Latent Mamba Operator for Partial Differential Equations
- ICML 2025Learn Singularly Perturbed Solutions via Homotopy Dynamics
- ICML 2025Learning curves theory for hierarchically compositional data with power-law distributed features
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用 paperlist 查应用 · neuroscience and cognitive science在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？
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常见问题
- 2023–2026 年四大会议一共有多少篇应用 · neuroscience and cognitive science论文？
- 共 2,033 篇，按年份分别是 2023 年 183 篇、2024 年 424 篇、2025 年 673 篇、2026 年 753 篇。
- NeurIPS 2026 有多少篇应用 · neuroscience and cognitive science论文？
- NeurIPS 2026 有 227 篇应用 · neuroscience and cognitive science论文，上一届是 342 篇。
- ICLR 2026 有多少篇应用 · neuroscience and cognitive science论文？
- ICLR 2026 有 229 篇应用 · neuroscience and cognitive science论文，上一届是 151 篇。
- ICML 2026 有多少篇应用 · neuroscience and cognitive science论文？
- ICML 2026 有 263 篇应用 · neuroscience and cognitive science论文，上一届是 157 篇。
- CVPR 2026 有多少篇应用 · neuroscience and cognitive science论文？
- CVPR 2026 有 34 篇应用 · neuroscience and cognitive science论文，上一届是 23 篇。
- 哪个会议的应用 · neuroscience and cognitive science论文最多？
- NeurIPS，2023–2026 年共 824 篇。