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 32 / 41 页
- ICLR 2024Turning large language models into cognitive models
- ICLR 2024UniTabE: A Universal Pretraining Protocol for Tabular Foundation Model in Data Science
- ICLR 2024Unveiling the Unseen: Identifiable Clusters in Trained Depthwise Convolutional Kernels
- ICLR 2024VBH-GNN: Variational Bayesian Heterogeneous Graph Neural Networks for Cross-subject Emotion Recognition
- ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
- ICML 2024AdsorbDiff: Adsorbate Placement via Conditional Denoising Diffusion
- ICML 2024An Intrinsic Vector Heat Network
- ICML 2024Assessing Large Language Models on Climate Information
- ICML 2024Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets
- ICML 2024Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering
- ICML 2024Box Facets and Cut Facets of Lifted Multicut Polytopes
- ICML 2024Building Socially-Equitable Public Models
- ICML 2024Byzantine Resilient and Fast Federated Few-Shot Learning
- ICML 2024Can AI Assistants Know What They Don't Know?
- ICML 2024Cell2Sentence: Teaching Large Language Models the Language of Biology
- ICML 2024CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding
- ICML 2024Combinatorial Approximations for Cluster Deletion: Simpler, Faster, and Better
- ICML 2024Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond
- ICML 2024Compositional Few-Shot Class-Incremental Learning
- ICML 2024Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)
- ICML 2024Consistent Submodular Maximization
- ICML 2024Continuous Treatment Effects with Surrogate Outcomes
- ICML 2024Dirichlet Flow Matching with Applications to DNA Sequence Design
- ICML 2024Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?
- ICML 2024Dr. Strategy: Model-Based Generalist Agents with Strategic Dreaming
- ICML 2024DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning
- ICML 2024Efficient Non-stationary Online Learning by Wavelets with Applications to Online Distribution Shift Adaptation
- ICML 2024Estimating the Permanent by Nesting Importance Sampling
- ICML 2024Estimating Unknown Population Sizes Using the Hypergeometric Distribution
- ICML 2024Explain Temporal Black-Box Models via Functional Decomposition
- ICML 2024FairProof : Confidential and Certifiable Fairness for Neural Networks
- ICML 2024Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning
- ICML 2024Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching
- ICML 2024Faster Maximum Inner Product Search in High Dimensions
- ICML 2024Fine-grained Classes and How to Find Them
- ICML 2024Global Reinforcement Learning : Beyond Linear and Convex Rewards via Submodular Semi-gradient Methods
- ICML 2024Graph Positional and Structural Encoder
- ICML 2024How Deep Do We Need: Accelerating Training and Inference of Neural ODEs via Control Perspective
- ICML 2024How Language Model Hallucinations Can Snowball
- ICML 2024How to Escape Sharp Minima with Random Perturbations
- ICML 2024Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response
- ICML 2024I/O Complexity of Attention, or How Optimal is FlashAttention?
- ICML 2024Improving Computational Complexity in Statistical Models with Local Curvature Information
- ICML 2024Indirectly Parameterized Concrete Autoencoders
- ICML 2024Individualized Privacy Accounting via Subsampling with Applications in Combinatorial Optimization
- ICML 2024Information Complexity of Stochastic Convex Optimization: Applications to Generalization, Memorization, and Tracing
- ICML 2024Interpreting and Improving Large Language Models in Arithmetic Calculation
- ICML 2024Language Models as Science Tutors
- ICML 2024Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments
- ICML 2024Learning High-Order Relationships of Brain Regions
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接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。
可以直接复制这句话问 AI
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？
AI 会调用的工具：get_topic_stats {"topic": "app-neuroscience-and-cognitive-science"}
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。