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 183 篇，第 1 / 4 页

1. CVPR 20233D Line Mapping Revisited
2. CVPR 2023A Bag-of-Prototypes Representation for Dataset-Level Applications
3. CVPR 2023A Large-Scale Homography Benchmark
4. CVPR 2023Accelerated Coordinate Encoding: Learning to Relocalize in Minutes Using RGB and Poses
5. CVPR 2023Analyzing Physical Impacts Using Transient Surface Wave Imaging
6. CVPR 2023Are Data-Driven Explanations Robust Against Out-of-Distribution Data?
7. CVPR 2023Are Deep Neural Networks SMARTer Than Second Graders?
8. CVPR 2023Compressing Volumetric Radiance Fields to 1 MB
9. CVPR 2023EDICT: Exact Diffusion Inversion via Coupled Transformations
10. CVPR 2023Enhancing Deformable Local Features by Jointly Learning To Detect and Describe Keypoints
11. CVPR 2023FitMe: Deep Photorealistic 3D Morphable Model Avatars
12. CVPR 2023Frame Interpolation Transformer and Uncertainty Guidance
13. CVPR 2023Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention
14. CVPR 2023I2-SDF: Intrinsic Indoor Scene Reconstruction and Editing via Raytracing in Neural SDFs
15. CVPR 2023Learning a Depth Covariance Function
16. CVPR 2023Learning Visibility Field for Detailed 3D Human Reconstruction and Relighting
17. CVPR 2023Megahertz Light Steering Without Moving Parts
18. CVPR 2023Neural Kaleidoscopic Space Sculpting
19. CVPR 2023Non-Line-of-Sight Imaging With Signal Superresolution Network
20. CVPR 2023PointAvatar: Deformable Point-Based Head Avatars From Videos
21. CVPR 2023Pose Synchronization Under Multiple Pair-Wise Relative Poses
22. CVPR 2023Robust and Scalable Gaussian Process Regression and Its Applications
23. CVPR 2023Single View Scene Scale Estimation Using Scale Field
24. CVPR 2023Sliced Optimal Partial Transport
25. ICLR 2023A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
26. ICLR 2023A Primal-Dual Framework for Transformers and Neural Networks
27. ICLR 2023A probabilistic framework for task-aligned intra- and inter-area neural manifold estimation
28. ICLR 2023A Theoretical Framework for Inference and Learning in Predictive Coding Networks
29. ICLR 2023A View From Somewhere: Human-Centric Face Representations
30. ICLR 2023Actionable Neural Representations: Grid Cells from Minimal Constraints
31. ICLR 2023Anisotropic Message Passing: Graph Neural Networks with Directional and Long-Range Interactions
32. ICLR 2023Backpropagation at the Infinitesimal Inference Limit of Energy-Based Models: Unifying Predictive Coding, Equilibrium Propagation, and Contrastive Hebbian Learning
33. ICLR 2023Bayesian Oracle for bounding information gain in neural encoding models
34. ICLR 2023Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint
35. ICLR 2023BrainBERT: Self-supervised representation learning for intracranial recordings
36. ICLR 2023Bridging the Gap between ANNs and SNNs by Calibrating Offset Spikes
37. ICLR 2023Can Neural Networks Learn Implicit Logic from Physical Reasoning?
38. ICLR 2023Contextual bandits with concave rewards, and an application to fair ranking
39. ICLR 2023D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory
40. ICLR 2023Distilling Cognitive Backdoor Patterns within an Image
41. ICLR 2023Efficient approximation of neural population structure and correlations with probabilistic circuits
42. ICLR 2023FINDE: Neural Differential Equations for Finding and Preserving Invariant Quantities
43. ICLR 2023Harnessing Out-Of-Distribution Examples via Augmenting Content and Style
44. ICLR 2023How gradient estimator variance and bias impact learning in neural networks
45. ICLR 2023HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork
46. ICLR 2023Learned Index with Dynamic $\epsilon$
47. ICLR 2023MA-BERT: Towards Matrix Arithmetic-only BERT Inference by Eliminating Complex Non-Linear Functions
48. ICLR 2023ManyDG: Many-domain Generalization for Healthcare Applications
49. ICLR 2023Min-Max Multi-objective Bilevel Optimization with Applications in Robust Machine Learning
50. ICLR 2023Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport

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。