应用 · neuroscience and cognitive science论文趋势 2023–2026

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。

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 107 篇，第 2 / 3 页

51. ICML 2024Minimizing $f$-Divergences by Interpolating Velocity Fields
52. ICML 2024Multiplicative Weights Update, Area Convexity and Random Coordinate Descent for Densest Subgraph Problems
53. ICML 2024Near-Optimal Regret in Linear MDPs with Aggregate Bandit Feedback
54. ICML 2024Neural Operators with Localized Integral and Differential Kernels
55. ICML 2024Neuro-Visualizer: A Novel Auto-Encoder-Based Loss Landscape Visualization Method With an Application in Knowledge-Guided Machine Learning
56. ICML 2024Noise-Adaptive Confidence Sets for Linear Bandits and Application to Bayesian Optimization
57. ICML 2024Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates
58. ICML 2024Not all distributional shifts are equal: Fine-grained robust conformal inference
59. ICML 2024On a Neural Implementation of Brenier's Polar Factorization
60. ICML 2024On the Asymptotic Distribution of the Minimum Empirical Risk
61. ICML 2024On the Universality of Volume-Preserving and Coupling-Based Normalizing Flows
62. ICML 2024Online Learning under Budget and ROI Constraints via Weak Adaptivity
63. ICML 2024Optimal Kernel Quantile Learning with Random Features
64. ICML 2024Position: $C^*$-Algebraic Machine Learning $-$ Moving in a New Direction
65. ICML 2024Position: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience
66. ICML 2024Position: Application-Driven Innovation in Machine Learning
67. ICML 2024Position: Beyond Personhood: Agency, Accountability, and the Limits of Anthropomorphic Ethical Analysis
68. ICML 2024Position: Insights from Survey Methodology can Improve Training Data
69. ICML 2024Position: Mission Critical – Satellite Data is a Distinct Modality in Machine Learning
70. ICML 2024Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI
71. ICML 2024Position: What Can Large Language Models Tell Us about Time Series Analysis
72. ICML 2024Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks
73. ICML 2024Predictive Coding beyond Correlations
74. ICML 2024Pruned Pivot: Correlation Clustering Algorithm for Dynamic, Parallel, and Local Computation Models
75. ICML 2024Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design
76. ICML 2024Quantum Theory and Application of Contextual Optimal Transport
77. ICML 2024Rapid Learning without Catastrophic Forgetting in the Morris Water Maze
78. ICML 2024Reference Neural Operators: Learning the Smooth Dependence of Solutions of PDEs on Geometric Deformations
79. ICML 2024Regression Learning with Limited Observations of Multivariate Outcomes and Features
80. ICML 2024REST: Efficient and Accelerated EEG Seizure Analysis through Residual State Updates
81. ICML 2024Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits
82. ICML 2024Revisiting Scalable Hessian Diagonal Approximations for Applications in Reinforcement Learning
83. ICML 2024Riemannian Accelerated Zeroth-order Algorithm: Improved Robustness and Lower Query Complexity
84. ICML 2024Riemannian coordinate descent algorithms on matrix manifolds
85. ICML 2024Self-cognitive Denoising in the Presence of Multiple Noisy Label Sources
86. ICML 2024Semantically-correlated memories in a dense associative model
87. ICML 2024SILVER: Single-loop variance reduction and application to federated learning
88. ICML 2024Simultaneous identification of models and parameters of scientific simulators
89. ICML 2024SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals
90. ICML 2024Solving Poisson Equations using Neural Walk-on-Spheres
91. ICML 2024Sparse Dimensionality Reduction Revisited
92. ICML 2024StackSight: Unveiling WebAssembly through Large Language Models and Neurosymbolic Chain-of-Thought Decompilation
93. ICML 2024Stationarity without mean reversion in improper Gaussian processes
94. ICML 2024Statistical Properties of Robust Satisficing
95. ICML 2024Subhomogeneous Deep Equilibrium Models
96. ICML 2024Supervised Matrix Factorization: Local Landscape Analysis and Applications
97. ICML 2024The Non-linear $F$-Design and Applications to Interactive Learning
98. ICML 2024The WMDP Benchmark: Measuring and Reducing Malicious Use with Unlearning
99. ICML 2024Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks
100. ICML 2024Turnstile $\ell_p$ leverage score sampling with applications

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。