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 424 篇，第 1 / 9 页

1. CVPR 20243DToonify: Creating Your High-Fidelity 3D Stylized Avatar Easily from 2D Portrait Images
2. CVPR 2024A Subspace-Constrained Tyler's Estimator and its Applications to Structure from Motion
3. CVPR 2024BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning
4. CVPR 2024BodyMAP - Jointly Predicting Body Mesh and 3D Applied Pressure Map for People in Bed
5. CVPR 2024Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion?
6. CVPR 2024CoSeR: Bridging Image and Language for Cognitive Super-Resolution
7. CVPR 2024DIEM: Decomposition-Integration Enhancing Multimodal Insights
8. CVPR 2024DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting
9. CVPR 2024Efficient Detection of Long Consistent Cycles and its Application to Distributed Synchronization
10. CVPR 2024F3Loc: Fusion and Filtering for Floorplan Localization
11. CVPR 2024Finsler-Laplace-Beltrami Operators with Application to Shape Analysis
12. CVPR 2024Garment Recovery with Shape and Deformation Priors
13. CVPR 2024HiPose: Hierarchical Binary Surface Encoding and Correspondence Pruning for RGB-D 6DoF Object Pose Estimation
14. CVPR 2024How to Train Neural Field Representations: A Comprehensive Study and Benchmark
15. CVPR 2024Interactive Continual Learning: Fast and Slow Thinking
16. CVPR 2024Latency Correction for Event-guided Deblurring and Frame Interpolation
17. CVPR 2024Learning to Navigate Efficiently and Precisely in Real Environments
18. CVPR 2024LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images
19. CVPR 2024Makeup Prior Models for 3D Facial Makeup Estimation and Applications
20. CVPR 2024MeshPose: Unifying DensePose and 3D Body Mesh Reconstruction
21. CVPR 2024MindBridge: A Cross-Subject Brain Decoding Framework
22. CVPR 2024Neural 3D Strokes: Creating Stylized 3D Scenes with Vectorized 3D Strokes
23. CVPR 2024Neural Fields as Distributions: Signal Processing Beyond Euclidean Space
24. CVPR 2024One-dimensional Adapter to Rule Them All: Concepts Diffusion Models and Erasing Applications
25. CVPR 2024ParamISP: Learned Forward and Inverse ISPs using Camera Parameters
26. CVPR 2024Permutation Equivariance of Transformers and Its Applications
27. CVPR 2024SD2Event:Self-supervised Learning of Dynamic Detectors and Contextual Descriptors for Event Cameras
28. CVPR 2024SPIN: Simultaneous Perception Interaction and Navigation
29. CVPR 2024VMINer: Versatile Multi-view Inverse Rendering with Near- and Far-field Light Sources
30. ICLR 2024A Cognitive Model for Learning Abstract Relational Structures from Memory-based Decision-Making Tasks
31. ICLR 2024A differentiable brain simulator bridging brain simulation and brain-inspired computing
32. ICLR 2024A Framework for Inference Inspired by Human Memory Mechanisms
33. ICLR 2024A Lie Group Approach to Riemannian Batch Normalization
34. ICLR 2024A Plug-and-Play Image Registration Network
35. ICLR 2024A Progressive Training Framework for Spiking Neural Networks with Learnable Multi-hierarchical Model
36. ICLR 2024A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
37. ICLR 2024A Unified and General Framework for Continual Learning
38. ICLR 2024Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanism
39. ICLR 2024An operator preconditioning perspective on training in physics-informed machine learning
40. ICLR 2024Automatic Functional Differentiation in JAX
41. ICLR 2024Bayesian Bi-clustering of Neural Spiking Activity with Latent Structures
42. ICLR 2024Brain decoding: toward real-time reconstruction of visual perception
43. ICLR 2024BrainLM: A foundation model for brain activity recordings
44. ICLR 2024BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity
45. ICLR 2024CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images
46. ICLR 2024CellPLM: Pre-training of Cell Language Model Beyond Single Cells
47. ICLR 2024CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding
48. ICLR 2024COCO-Periph: Bridging the Gap Between Human and Machine Perception in the Periphery
49. ICLR 2024Complete and Efficient Graph Transformers for Crystal Material Property Prediction
50. ICLR 2024Complex priors and flexible inference in recurrent circuits with dendritic nonlinearities

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。