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 2,033 篇，第 40 / 41 页
- ICML 2023Partial Optimality in Cubic Correlation Clustering
- ICML 2023Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation
- ICML 2023Quantum 3D Graph Learning with Applications to Molecule Embedding
- ICML 2023Rotation and Translation Invariant Representation Learning with Implicit Neural Representations
- ICML 2023Sampling random graph homomorphisms and applications to network data analysis
- ICML 2023Sampling-based Nyström Approximation and Kernel Quadrature
- ICML 2023Simplifying Momentum-based Positive-definite Submanifold Optimization with Applications to Deep Learning
- ICML 2023Smooth Non-stationary Bandits
- ICML 2023Stochastic Gradient Descent under Markovian Sampling Schemes
- ICML 2023The Persistent Laplacian for Data Science: Evaluating Higher-Order Persistent Spectral Representations of Data
- ICML 2023The Statistical Scope of Multicalibration
- ICML 2023Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting
- ICML 2023Towards Bridging the Gaps between the Right to Explanation and the Right to be Forgotten
- ICML 2023Trainability, Expressivity and Interpretability in Gated Neural ODEs
- ICML 2023Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies
- ICML 2023Warm-Start Actor-Critic: From Approximation Error to Sub-optimality Gap
- ICML 2023Weighted Tallying Bandits: Overcoming Intractability via Repeated Exposure Optimality
- NeurIPS 2023$H$-Consistency Bounds: Characterization and Extensions
- NeurIPS 2023A Bounded Ability Estimation for Computerized Adaptive Testing
- NeurIPS 2023A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions
- NeurIPS 2023Adaptive whitening with fast gain modulation and slow synaptic plasticity
- NeurIPS 2023AMAG: Additive, Multiplicative and Adaptive Graph Neural Network For Forecasting Neuron Activity
- NeurIPS 2023Bayesian target optimisation for high-precision holographic optogenetics
- NeurIPS 2023Boosting Spectral Clustering on Incomplete Data via Kernel Correction and Affinity Learning
- NeurIPS 2023Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images
- NeurIPS 2023Break It Down: Evidence for Structural Compositionality in Neural Networks
- NeurIPS 2023CAPP-130: A Corpus of Chinese Application Privacy Policy Summarization and Interpretation
- NeurIPS 2023Cognitive Model Discovery via Disentangled RNNs
- NeurIPS 2023Critical Initialization of Wide and Deep Neural Networks using Partial Jacobians: General Theory and Applications
- NeurIPS 2023Data-Driven Network Neuroscience: On Data Collection and Benchmark
- NeurIPS 2023DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models
- NeurIPS 2023Decoding the Enigma: Benchmarking Humans and AIs on the Many Facets of Working Memory
- NeurIPS 2023Degraded Polygons Raise Fundamental Questions of Neural Network Perception
- NeurIPS 2023Disentangling Cognitive Diagnosis with Limited Exercise Labels
- NeurIPS 2023Distribution-Free Statistical Dispersion Control for Societal Applications
- NeurIPS 2023Exploiting Correlated Auxiliary Feedback in Parameterized Bandits
- NeurIPS 2023Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition
- NeurIPS 2023Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics
- NeurIPS 2023Formalizing locality for normative synaptic plasticity models
- NeurIPS 2023GAUCHE: A Library for Gaussian Processes in Chemistry
- NeurIPS 2023Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data
- NeurIPS 2023Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity
- NeurIPS 2023Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy
- NeurIPS 2023Hyper-HMM: aligning human brains and semantic features in a common latent event space
- NeurIPS 2023Individual Arbitrariness and Group Fairness
- NeurIPS 2023Inferring Hybrid Neural Fluid Fields from Videos
- NeurIPS 2023Inferring the Future by Imagining the Past
- NeurIPS 2023Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI
- NeurIPS 2023Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions
- NeurIPS 2023Joint processing of linguistic properties in brains and language models
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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。