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 110 篇，第 2 / 3 页

51. CVPR 2025Prof. Robot: Differentiable Robot Rendering Without Static and Self-Collisions
52. CVPR 2025Rethinking Personalized Aesthetics Assessment: Employing Physique Aesthetics Assessment as An Exemplification
53. CVPR 2025Science-T2I: Addressing Scientific Illusions in Image Synthesis
54. CVPR 2025Segmenting Maxillofacial Structures in CBCT Volumes
55. CVPR 2025SFDM: Robust Decomposition of Geometry and Reflectance for Realistic Face Rendering from Sparse-view Images
56. CVPR 2025Towards Explainable and Unprecedented Accuracy in Matching Challenging Finger Crease Patterns
57. CVPR 2025XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery?
58. CVPR 20243DToonify: Creating Your High-Fidelity 3D Stylized Avatar Easily from 2D Portrait Images
59. CVPR 2024A Subspace-Constrained Tyler's Estimator and its Applications to Structure from Motion
60. CVPR 2024BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning
61. CVPR 2024BodyMAP - Jointly Predicting Body Mesh and 3D Applied Pressure Map for People in Bed
62. CVPR 2024Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion?
63. CVPR 2024CoSeR: Bridging Image and Language for Cognitive Super-Resolution
64. CVPR 2024DIEM: Decomposition-Integration Enhancing Multimodal Insights
65. CVPR 2024DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting
66. CVPR 2024Efficient Detection of Long Consistent Cycles and its Application to Distributed Synchronization
67. CVPR 2024F3Loc: Fusion and Filtering for Floorplan Localization
68. CVPR 2024Finsler-Laplace-Beltrami Operators with Application to Shape Analysis
69. CVPR 2024Garment Recovery with Shape and Deformation Priors
70. CVPR 2024HiPose: Hierarchical Binary Surface Encoding and Correspondence Pruning for RGB-D 6DoF Object Pose Estimation
71. CVPR 2024How to Train Neural Field Representations: A Comprehensive Study and Benchmark
72. CVPR 2024Interactive Continual Learning: Fast and Slow Thinking
73. CVPR 2024Latency Correction for Event-guided Deblurring and Frame Interpolation
74. CVPR 2024Learning to Navigate Efficiently and Precisely in Real Environments
75. CVPR 2024LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images
76. CVPR 2024Makeup Prior Models for 3D Facial Makeup Estimation and Applications
77. CVPR 2024MeshPose: Unifying DensePose and 3D Body Mesh Reconstruction
78. CVPR 2024MindBridge: A Cross-Subject Brain Decoding Framework
79. CVPR 2024Neural 3D Strokes: Creating Stylized 3D Scenes with Vectorized 3D Strokes
80. CVPR 2024Neural Fields as Distributions: Signal Processing Beyond Euclidean Space
81. CVPR 2024One-dimensional Adapter to Rule Them All: Concepts Diffusion Models and Erasing Applications
82. CVPR 2024ParamISP: Learned Forward and Inverse ISPs using Camera Parameters
83. CVPR 2024Permutation Equivariance of Transformers and Its Applications
84. CVPR 2024SD2Event:Self-supervised Learning of Dynamic Detectors and Contextual Descriptors for Event Cameras
85. CVPR 2024SPIN: Simultaneous Perception Interaction and Navigation
86. CVPR 2024VMINer: Versatile Multi-view Inverse Rendering with Near- and Far-field Light Sources
87. CVPR 20233D Line Mapping Revisited
88. CVPR 2023A Bag-of-Prototypes Representation for Dataset-Level Applications
89. CVPR 2023A Large-Scale Homography Benchmark
90. CVPR 2023Accelerated Coordinate Encoding: Learning to Relocalize in Minutes Using RGB and Poses
91. CVPR 2023Analyzing Physical Impacts Using Transient Surface Wave Imaging
92. CVPR 2023Are Data-Driven Explanations Robust Against Out-of-Distribution Data?
93. CVPR 2023Are Deep Neural Networks SMARTer Than Second Graders?
94. CVPR 2023Compressing Volumetric Radiance Fields to 1 MB
95. CVPR 2023EDICT: Exact Diffusion Inversion via Coupled Transformations
96. CVPR 2023Enhancing Deformable Local Features by Jointly Learning To Detect and Describe Keypoints
97. CVPR 2023FitMe: Deep Photorealistic 3D Morphable Model Avatars
98. CVPR 2023Frame Interpolation Transformer and Uncertainty Guidance
99. CVPR 2023Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention
100. CVPR 2023I2-SDF: Intrinsic Indoor Scene Reconstruction and Editing via Raytracing in Neural SDFs

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。