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 110 篇，第 1 / 3 页
- CVPR 2026Anchoring the Mind of Multimodal Reasoners Cognitive Bias as a
- CVPR 2026ChronoGS Disentangling Invariants and Changes in Multi-Period Scenes
- CVPR 2026CLiViS Unleashing Cognitive Map through Linguistic-Visual Synergy for Embodied Visual
- CVPR 2026CogniVerse Revolutionizing Multi-Modal Retrieval-Augmented Generation with Cognitive Reflection and Geometric
- CVPR 2026DeX-Portrait Disentangled and Expressive Portrait Animation via Explicit and Latent
- CVPR 2026DRiffusion Draft-and-Refine Process Parallelizes Diffusion Models with Ease
- CVPR 2026EI-PartExplode for Completion and Implode for Refinement
- CVPR 2026Generate Analyze and Refine Training-Free Sound Source Localization via MLLM
- CVPR 2026Globscope Toward a Global View of the Loss Landscape
- CVPR 2026Human-Centric Multi-Exposure Fusion Benchmark and Bi-level Cognition Distillation Framework
- CVPR 2026ImmerIris A Large-Scale Dataset and Benchmark for Off-Axis and Unconstrained
- CVPR 2026LASAR Towards Spatio-temporal Reasoning with Latent Cognitive Map
- CVPR 2026Learning to Adapt Self-Improving Web Agent via Cognitive-Aware Exploration
- CVPR 2026MOMO Mars Orbital MOdel Foundation Model for Mars Orbital Applications
- CVPR 2026Nano-EmoX Unifying Multimodal Emotional Intelligence from Perception to Empathy
- CVPR 2026NeoVerse Enhancing 4D World Model with in-the-wild Monocular Videos
- CVPR 2026Neuro-Cognitive Reward Modeling for Human-Centered Autonomous Vehicle Control
- CVPR 2026ProgressiveAvatars Progressive Animatable 3D Gaussian Avatars
- CVPR 2026Rascene High-Fidelity 3D Scene Imaging with mmWave Communication Signals
- CVPR 2026Robust Spiking Neural Networks by Temporal Mutual Information
- CVPR 2026See and Fix the Flaws Enabling VLMs and Diffusion Models
- CVPR 2026Seeing Through the Noise Improving Infrared Small Target Detection and
- CVPR 2026SpatialTree How Spatial Intelligence Branches Out in MLLMs
- CVPR 2026Spectral Super-Resolution via Adversarial Unfolding and Data-Driven Spectrum Regularization From
- CVPR 2026Thinking in Dynamics How Multimodal Large Language Models Perceive Track
- CVPR 2026Towards High-resolution and Disentangled Reference-based Sketch Colorization
- CVPR 2026TR2M Transferring Monocular Relative Depth to Metric Depth with Language
- CVPR 2026UAV-CB A Complex-Background RGB-T Dataset and Local Frequency Bridge Network
- CVPR 2026Underground Plant Exploration Non-Destructive 3D Root Assessment with GPR Based
- CVPR 2026Upsample Anything A Simple and Hard to Beat Baseline for
- CVPR 2026Volumetric Functional Maps
- CVPR 2026Watch and Learn Learning to Use Computers from Online Videos
- CVPR 2026When Robots Should Say I Dont Know Benchmarking Abstention in
- CVPR 2026X-Part High Fidelity And Structure Coherent Shape Decomposition And Completion
- CVPR 2025Any3DIS: Class-Agnostic 3D Instance Segmentation by 2D Mask Tracking
- CVPR 2025Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge
- CVPR 2025Blurred LiDAR for Sharper 3D: Robust Handheld 3D Scanning with Diffuse LiDAR and RGB
- CVPR 2025DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion
- CVPR 2025DRAWER: Digital Reconstruction and Articulation With Environment Realism
- CVPR 2025Dynamic Camera Poses and Where to Find Them
- CVPR 2025EEE-Bench: A Comprehensive Multimodal Electrical And Electronics Engineering Benchmark
- CVPR 2025ESCAPE: Equivariant Shape Completion via Anchor Point Encoding
- CVPR 2025Event Fields: Capturing Light Fields at High Speed, Resolution, and Dynamic Range
- CVPR 2025FLARE: Feed-forward Geometry, Appearance and Camera Estimation from Uncalibrated Sparse Views
- CVPR 2025Flash-Split: 2D Reflection Removal with Flash Cues and Latent Diffusion Separation
- CVPR 2025Inference-Scale Complexity in ANN-SNN Conversion for High-Performance and Low-Power Applications
- CVPR 2025Integral Fast Fourier Color Constancy
- CVPR 2025Matrix-Free Shared Intrinsics Bundle Adjustment
- CVPR 2025Model Diagnosis and Correction via Linguistic and Implicit Attribute Editing
- CVPR 2025OpticalNet: An Optical Imaging Dataset and Benchmark Beyond the Diffraction Limit
在 Claude、Cursor 里直接问这个趋势
接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。
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。