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 753 篇，第 8 / 16 页
- ICML 2026Factorized Scheduling Principle: Learning Interpretable and Transferable Policies via Structured Additive Functions
- ICML 2026Fast Reconstruction of Mixtures of Bernoulli Product Distributions
- ICML 2026Fine-grained Analysis of Brain-LLM Alignment through Input Attribution
- ICML 2026FIRE-Bench: Evaluating AI Agents on the Rediscovery of Scientific Insights
- ICML 2026FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications
- ICML 2026Formalizing the Binding Problem
- ICML 2026FOVI: A biologically-inspired foveated interface for deep vision models
- ICML 2026Frequency Matching in Spiking Neural Networks for mmWave Sensing
- ICML 2026From Associations to Activations: Comparing Behavioral and Hidden-State Semantic Geometry in LLMs
- ICML 2026From Human Labels to Literature: Semi-Supervised Learning of NMR Chemical Shifts at Scale
- ICML 2026From Representation to Action: A Unified Laplacian Framework for Spatial Representation and Path Planning
- ICML 2026Functional Attention: From Pairwise Affinities to Functional Correspondences
- ICML 2026Functional Decomposition and Shapley Interactions for Interpreting Survival Models
- ICML 2026Functional Equivalence in Attention: A Comprehensive Study with Applications to Linear Mode Connectivity
- ICML 2026FusionCell: Cross-Attentive Fusion of Layout Geometry and Netlist Topology for Standard-Cell Performance Prediction
- ICML 2026Generalizable and Actionable Parts Pose Estimation with Symmetry Annotation-Free Learning Strategy
- ICML 2026Generalized Correctness Models: Learning Calibrated and Cross-Model Correctness Predictors from Historical Patterns
- ICML 2026Geometric Flow Grounding: A Unified Manifold Decoupling Framework for Dynamics Discovery and Verification
- ICML 2026Geometry-Aware Neural Optimizer for Shape Optimization and Inversion
- ICML 2026Geometry-Guided Generative Representation for Functional Brain Graphs
- ICML 2026GFFMERGE: Efficient Merging of Graph Neural Force Fields and Beyond
- ICML 2026Global Credit Assignment via Dynamical Criticality
- ICML 2026Global Plane Waves from Local Gaussians: Periodic Charge Densities in a Blink
- ICML 2026Gromov-Wasserstein at Scale, Beyond Squared Norms
- ICML 2026Harnessing Spectrum Video for Subject-Level Few-Shot and Cross-Montage EEG Generalization
- ICML 2026HDTree: Generative Modeling of Cellular Hierarchies for Robust Lineage Inference
- ICML 2026Heavy-tailed Physics-Informed Neural Networks
- ICML 2026High-Fidelity ANN-to-SNN Conversion via Closed-Loop CKA Distillation
- ICML 2026How (Not) to Hybridize Neural and Mechanistic Models for Epidemiological Forecasting
- ICML 2026How do Humans Process AI-generated Hallucination Contents: a Neuroimaging Study
- ICML 2026How Hard Is Science?
- ICML 2026How High is ‘High’? Rethinking the Roles of Dimensionality in Topological Data Analysis and Manifold Learning
- ICML 2026Hunt Instead of Wait: Evaluating Deep Data Research on Large Language Models
- ICML 2026HybridOM: Hybrid Physics-Based and Data-Driven Global Ocean Modeling with Efficient Regional Downscaling
- ICML 2026Hyperbolic Neural Operator
- ICML 2026Hyperbolic neural population geometry benefits computation
- ICML 2026Identifying Connectivity Distributions from Neural Dynamics Using Flows
- ICML 2026Imposing Boundary Conditions on Neural Operators via Learned Function Extensions
- ICML 2026Improved Analysis of the Accelerated Noisy Power Method with Applications to Decentralized PCA
- ICML 2026Improving ML Attacks on LWE with Data Repetition and Stepwise Regression
- ICML 2026Improving the Performance and Learning Stability of Parallelizable RNNs Designed for Ultra-Low Power Applications
- ICML 2026Inside the Visual Mind: Neuroscience-Motivated Concept Circuits for Interpreting and Steering Vision Transformers
- ICML 2026InteractScience: Programmatic and Visually-Grounded Evaluation of Interactive Scientific Demonstration Code Generation
- ICML 2026Interpretability and Generalization Bounds for Learning Spatial Physics
- ICML 2026JanusPipe: Efficient Pipeline Parallel Training for Machine Learning Interatomic Potentials
- ICML 2026Joint Model and Data Sparsification via the Marginal Likelihood
- ICML 2026Know More, Know Clearer: A Meta-Cognitive Framework for Knowledge Augmentation in Large Language Models
- ICML 2026LABO: LLM-Accelerated Bayesian Optimization through Broad Exploration and Selective Experimentation
- ICML 2026Large Language Models Develop Novel Social Biases Through Adaptive Exploration
- ICML 2026Large-Scale Notification Dispatch with Bundle Treatments and Multi-Outcome Uplift Optimization
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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。