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 523 篇,第 7 / 11 页
- 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
- ICLR 2025L3Ms — Lagrange Large Language Models
- ICLR 2025Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice
- ICLR 2025Large Language Models Assume People are More Rational than We Really are
- ICLR 2025Large Language Models Often Say One Thing and Do Another
- ICLR 2025Learning and aligning single-neuron invariance manifolds in visual cortex
- ICLR 2025Learning local equivariant representations for quantum operators
- ICLR 2025Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport
- ICLR 2025Learning the Complexity of Weakly Noisy Quantum States
- ICLR 2025Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups
- ICLR 2025Linear Partial Gromov-Wasserstein Embedding
- ICLR 2025MAPS: Advancing Multi-Modal Reasoning in Expert-Level Physical Science
- ICLR 2025Measuring And Improving Persuasiveness Of Large Language Models
- ICLR 2025Meta-Dynamical State Space Models for Integrative Neural Data Analysis
- ICLR 2025Metamizer: A Versatile Neural Optimizer for Fast and Accurate Physics Simulations
- ICLR 2025MindSimulator: Exploring Brain Concept Localization via Synthetic fMRI
- ICLR 2025Minimal Variance Model Aggregation: A principled, non-intrusive, and versatile integration of black box models
- ICLR 2025MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
- ICLR 2025Modeling dynamic social vision highlights gaps between deep learning and humans
- ICLR 2025MOFFlow: Flow Matching for Structure Prediction of Metal-Organic Frameworks
- ICLR 2025MotherNet: Fast Training and Inference via Hyper-Network Transformers
- ICLR 2025Multi-modal brain encoding models for multi-modal stimuli
- ICLR 2025Multi-session, multi-task neural decoding from distinct cell-types and brain regions
- ICLR 2025NetFormer: An interpretable model for recovering dynamical connectivity in neuronal population dynamics
- ICLR 2025NeurFlow: Interpreting Neural Networks through Neuron Groups and Functional Interactions
- ICLR 2025NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals
- ICLR 2025Neuron Platonic Intrinsic Representation From Dynamics Using Contrastive Learning
- ICLR 2025Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models
- ICLR 2025Neuroplastic Expansion in Deep Reinforcement Learning
- ICLR 2025Node Similarities under Random Projections: Limits and Pathological Cases
- ICLR 2025Nonlinear multiregion neural dynamics with parametric impulse response communication channels
- ICLR 2025On Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation
- ICLR 2025On the Expressive Power of Sparse Geometric MPNNs
- ICLR 2025On the expressiveness and spectral bias of KANs
- ICLR 2025One for all and all for one: Efficient computation of partial Wasserstein distances on the line
- ICLR 2025One Hundred Neural Networks and Brains Watching Videos: Lessons from Alignment
- ICLR 2025Partial Gromov-Wasserstein Metric
- ICLR 2025Population Transformer: Learning Population-level Representations of Neural Activity
- ICLR 2025PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling
- ICLR 2025Probabilistic Geometric Principal Component Analysis with application to neural data
- ICLR 2025Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling, and Zero-Shot Transfer
- ICLR 2025QP-SNN: Quantized and Pruned Spiking Neural Networks
- ICLR 2025Quantum (Inspired) $D^2$-sampling with Applications
- ICLR 2025Range, not Independence, Drives Modularity in Biologically Inspired Representations
- ICLR 2025Rationalizing and Augmenting Dynamic Graph Neural Networks
- ICLR 2025Real-time design of architectural structures with differentiable mechanics and neural networks
- ICLR 2025ReCogLab: a framework testing relational reasoning & cognitive hypotheses on LLMs
- ICLR 2025Rethinking the role of frames for SE(3)-invariant crystal structure modeling
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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?
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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。