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 17 / 41 页
- ICLR 2025Composing Unbalanced Flows for Flexible Docking and Relaxation
- ICLR 2025Conditional Diffusion with Ordinal Regression: Longitudinal Data Generation for Neurodegenerative Disease Studies
- ICLR 2025Correlating instruction-tuning (in multimodal models) with vision-language processing (in the brain)
- ICLR 2025Credit-based self organizing maps: training deep topographic networks with minimal performance degradation
- ICLR 2025CREIMBO: Cross-Regional Ensemble Interactions in Multi-view Brain Observations
- ICLR 2025CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery
- ICLR 2025CURIE: Evaluating LLMs on Multitask Scientific Long-Context Understanding and Reasoning
- ICLR 2025Debiasing Mini-Batch Quadratics for Applications in Deep Learning
- ICLR 2025DeeperForward: Enhanced Forward-Forward Training for Deeper and Better Performance
- ICLR 2025DeepTAGE: Deep Temporal-Aligned Gradient Enhancement for Optimizing Spiking Neural Networks
- ICLR 2025Descent with Misaligned Gradients and Applications to Hidden Convexity
- ICLR 2025Differentiable and Learnable Wireless Simulation with Geometric Transformers
- ICLR 2025Differentiable Optimization of Similarity Scores Between Models and Brains
- ICLR 2025Discovering Temporally Compositional Neural Manifolds with Switching Infinite GPFA
- ICLR 2025Discretization-invariance? On the Discretization Mismatch Errors in Neural Operators
- ICLR 2025Discriminating image representations with principal distortions
- ICLR 2025Disentangling 3D Animal Pose Dynamics with Scrubbed Conditional Latent Variables
- ICLR 2025Disentangling Representations through Multi-task Learning
- ICLR 2025Distilling Structural Representations into Protein Sequence Models
- ICLR 2025Do Mice Grok? Glimpses of Hidden Progress in Sensory Cortex
- ICLR 2025Does Spatial Cognition Emerge in Frontier Models?
- ICLR 2025DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?
- ICLR 2025Efficient Evolutionary Search Over Chemical Space with Large Language Models
- ICLR 2025Efficient Neuron Segmentation in Electron Microscopy by Affinity-Guided Queries
- ICLR 2025Emergent Orientation Maps —— Mechanisms, Coding Efficiency and Robustness
- ICLR 2025Enhancing the Scalability and Applicability of Kohn-Sham Hamiltonians for Molecular Systems
- ICLR 2025Examining Alignment of Large Language Models through Representative Heuristics: the case of political stereotypes
- ICLR 2025Exploring Prosocial Irrationality for LLM Agents: A Social Cognition View
- ICLR 2025Expressivity of Neural Networks with Random Weights and Learned Biases
- ICLR 2025Extendable and Iterative Structure Learning Strategy for Bayesian Networks
- ICLR 2025Fast and Accurate Blind Flexible Docking
- ICLR 2025Fengbo: a Clifford Neural Operator pipeline for 3D PDEs in Computational Fluid Dynamics
- ICLR 2025Finding Shared Decodable Concepts and their Negations in the Brain
- ICLR 2025Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design
- ICLR 2025From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks
- ICLR 2025Generalization Bounds and Model Complexity for Kolmogorov–Arnold Networks
- ICLR 2025Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance
- ICLR 2025Group Ligands Docking to Protein Pockets
- ICLR 2025Hot-pluggable Federated Learning: Bridging General and Personalized FL via Dynamic Selection
- ICLR 2025Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension
- ICLR 2025How to Verify Any (Reasonable) Distribution Property: Computationally Sound Argument Systems for Distributions
- ICLR 2025Hyperbolic Genome Embeddings
- ICLR 2025IFORMER: INTEGRATING CONVNET AND TRANSFORMER FOR MOBILE APPLICATION
- ICLR 2025Improving Semantic Understanding in Speech Language Models via Brain-tuning
- ICLR 2025Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency
- ICLR 2025In vivo cell-type and brain region classification via multimodal contrastive learning
- ICLR 2025Inverse Attention Agents for Multi-Agent Systems
- ICLR 2025Inverse decision-making using neural amortized Bayesian actors
- ICLR 2025KAN: Kolmogorov–Arnold Networks
- ICLR 2025KinPFN: Bayesian Approximation of RNA Folding Kinetics using Prior-Data Fitted Networks
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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。