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 824 篇，第 5 / 17 页
- NeurIPS 2026Theory Guided and Interpretable Neural Operator Design for Partial Differential Equation Learning
- NeurIPS 2026TimeES: Probabilistic and Deterministic Time Series Forecasting via Evolutionary Spectra
- NeurIPS 2026Tio: Language Models with Parallel Streams of Thoughts, Inputs and Outputs
- NeurIPS 2026Tokenization and Architecture Jointly Allocate Component Roles in Time Series Transformers
- NeurIPS 2026TorchUMM: A Unified Multimodal Model Codebase for Evaluation, Analysis, and Post-training
- NeurIPS 2026Towards Error-Free EHRs: Reasoning-Intensive Consistency Verification Between Clinical Notes and Structured Tables in Electronic Health Records
- NeurIPS 2026Towards Understanding and Measuring Cognitive Atrophy in LLM Behaviour
- NeurIPS 2026Training a Predictive Coding Network on ImageNet using Equilibrium Propagation
- NeurIPS 2026Trustworthy Retrosynthesis: Eliminating Hallucinations with a Diverse Ensemble of Reaction Scorers
- NeurIPS 2026Twisted Schrödinger Bridge Matching
- NeurIPS 2026Two-Sided Learning in Matching Markets with Interviews
- NeurIPS 2026Uncovering and Shaping the Latent Representation of 3D Scene Topology in Vision-Language Models
- NeurIPS 2026Unified High-Probability Analysis of Stochastic Variance-Reduced Estimation
- NeurIPS 2026Unifying Partner and Environment Diversity to Improve Human-AI Coordination
- NeurIPS 2026UniRank: Unified List-wise Reranking via Confidence-Ordered Denoising
- NeurIPS 2026Universal and Efficient Computation with 2D Attention
- NeurIPS 2026Universal Byte-Level Encoding: UTF-8/UTF-16 Routing to Reduce Cross-Script Token-Budget Disparities
- NeurIPS 2026VVTRec: Radio Interferometric Reconstruction through Visual and Textual Modality Enrichment
- NeurIPS 2026Walking the Hypercube: Unbiased Quantum Partition Functions Without the Matrix
- NeurIPS 2026Weighted Conformal Clustering
- NeurIPS 2026What Comes Next and Why: Interpretable Next-Event Prediction with Neuro-Symbolic Rules
- NeurIPS 2026When to Adopt Model Updates
- NeurIPS 2026Where Tabular Foundation Models Falter on Genetic Data: Datasets That Expose and Provide a Path to Address the Gap
- NeurIPS 2026Why Cancer cfDNA Models Fail on Chronic Disease: A Geometric Information-Theoretic Bound and Its Architectural Implications
- NeurIPS 2026Why Transformer-Based Language Models Need Explicit Mechanisms of Cognitive Control
- NeurIPS 2026WorldCoder-Bench: Benchmarking Physically Grounded 3D World Synthesis
- NeurIPS 2026Your Benchmark Is an Empirical Measure Over Difficulty
- NeurIPS 2025$\mu$PC: Scaling Predictive Coding to 100+ Layer Networks
- NeurIPS 2025$i$MIND: Insightful Multi-subject Invariant Neural Decoding
- NeurIPS 20253D Gaussian Splatting based Scene-independent Relocalization with Unidirectional and Bidirectional Feature Fusion
- NeurIPS 20253D Interaction Geometric Pre-training for Molecular Relational Learning
- NeurIPS 2025A data and task-constrained mechanistic model of the mouse outer retina shows robustness to contrast variations
- NeurIPS 2025A Dynamic Learning Strategy for Dempster-Shafer Theory with Applications in Classification and Enhancement
- NeurIPS 2025A Generalist Intracortical Motor Decoder
- NeurIPS 2025A Generalized Bisimulation Metric of State Similarity between Markov Decision Processes: From Theoretical Propositions to Applications
- NeurIPS 2025A Multimodal BiMamba Network with Test-Time Adaptation for Emotion Recognition Based on Physiological Signals
- NeurIPS 2025A Partition Cover Approach to Tokenization
- NeurIPS 2025A Plug-and-Play Query Synthesis Active Learning Framework for Neural PDE Solvers
- NeurIPS 2025A Principled Approach to Randomized Selection under Uncertainty: Applications to Peer Review and Grant Funding
- NeurIPS 2025A Scalable, Causal, and Energy Efficient Framework for Neural Decoding with Spiking Neural Networks
- NeurIPS 2025Absorb and Converge: Provable Convergence Guarantee for Absorbing Discrete Diffusion Models
- NeurIPS 2025Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings
- NeurIPS 2025Acceleration via silver step-size on Riemannian manifolds with applications to Wasserstein space
- NeurIPS 2025Activity Pruning for Efficient Spiking Neural Networks
- NeurIPS 2025Adaptive Fission: Post-training Encoding for Low-latency Spike Neural Networks
- NeurIPS 2025Adaptive Gradient Masking for Balancing ID and MLLM-based Representations in Recommendation
- NeurIPS 2025ADMN: A Layer-Wise Adaptive Multimodal Network for Dynamic Input Noise and Compute Resources
- NeurIPS 2025AI Debate Aids Assessment of Controversial Claims
- NeurIPS 2025AI-Generated Video Detection via Perceptual Straightening
- NeurIPS 2025AI-Researcher: Autonomous Scientific Innovation
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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。