光学计算论文趋势 2023–2026
光学神经网络
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 46 篇被归入该主题的论文。
主要结论
- 光学计算论文从 2023 年的 13 篇增长到 2026 年的 16 篇，三年间扩大到约 1.2 倍。
- CVPR 是发光学计算论文最多的会议，2023–2026 年共 24 篇，占四个会议总量的 52%。
- 交叉方向里涨得最快的是神经形态计算：同时属于两个主题的论文从 2023 年的 6 篇增至 2026 年的 6 篇。
- 在「量子与其他」的 5 个主题里，它的 2026 年论文数排第 3；同组增长最快的神经形态计算是 1.9 倍，光学计算是 1.2 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 4 | 1 | 2 | 6 | 13 |
| 2024 | 3 | 0 | 0 | 4 | 7 |
| 2025 | 5 | 0 | 0 | 5 | 10 |
| 2026 | 3 | 3 | 1 | 9 | 16 |
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 2026Algebraic Machine Learning: learning as computing subsets of the subdirect decomposition from Abstract Algebra
- ICML 2026Event2Vec: Processing neuromorphic events directly by representations in vector space
- ICLR 2026Otters: An Energy-Efficient Spiking Transformer via Optical Time-to-First-Spike Encoding
- CVPR 2026CoWTracker Tracking by Warping instead of Correlation
- NeurIPS 2025Optical Coherence Tomography Harmonization with Anatomy-Guided Latent Metric Schrödinger Bridges
- CVPR 2025Blood Flow Speed Estimation with Optical Coherence Tomography Angiography Images
- NeurIPS 2024LibAMM: Empirical Insights into Approximate Computing for Accelerating Matrix Multiplication
- CVPR 2024DVMNet: Computing Relative Pose for Unseen Objects Beyond Hypotheses
- NeurIPS 2023Computing Approximate $\ell_p$ Sensitivities
- ICML 2023HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation
- ICLR 2023Computing all Optimal Partial Transports
- CVPR 2023AnyFlow: Arbitrary Scale Optical Flow With Implicit Neural Representation
- NeurIPS 2026Computing All Optimal Partial $p$-Wasserstein Matchings on the Line
- ICLR 2026Beyond Linear Processing: Dendritic Bilinear Integration in Spiking Neural Networks
- CVPR 2026FlowPalm Optical Flow Driven Non-Rigid Deformation for Geometrically Diverse Palmprint
- NeurIPS 2025The Parameterized Complexity of Computing the VC-Dimension
- CVPR 2025DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework
- NeurIPS 2024Physics-Constrained Comprehensive Optical Neural Networks
- CVPR 2024Dense Optical Tracking: Connecting the Dots
- NeurIPS 2023Continuous Parametric Optical Flow
全部光学计算论文
共 24 篇，第 1 / 1 页
- CVPR 2026CoWTracker Tracking by Warping instead of Correlation
- CVPR 2026Flow4DGS-SLAM Optical Flow-Guided 4D Gaussian Splatting SLAM
- CVPR 2026FlowFM Advancing Dark Optical Flow Estimation with Flow Matching
- CVPR 2026FlowPalm Optical Flow Driven Non-Rigid Deformation for Geometrically Diverse Palmprint
- CVPR 2026From Contrast to Consistency Rethinking Event-based Continuous-Time Optical Flow Estimation
- CVPR 2026LAOF Robust Latent Action Learning with Optical Flow Constraints
- CVPR 2026Optical Diffraction-based Convolution for Semiconductor Lithography
- CVPR 2026Optical Flow Matching Reframing Optical Flow as Continuous Transport Dynamics
- CVPR 2026U2Flow Uncertainty-Aware Unsupervised Optical Flow Estimation
- CVPR 2025Blood Flow Speed Estimation with Optical Coherence Tomography Angiography Images
- CVPR 2025DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework
- CVPR 2025EDCFlow: Exploring Temporally Dense Difference Maps for Event-based Optical Flow Estimation
- CVPR 2025Focal Split: Untethered Snapshot Depth from Differential Defocus
- CVPR 2025PTDiffusion: Free Lunch for Generating Optical Illusion Hidden Pictures with Phase-Transferred Diffusion Model
- CVPR 2024Dense Optical Tracking: Connecting the Dots
- CVPR 2024DVMNet: Computing Relative Pose for Unseen Objects Beyond Hypotheses
- CVPR 2024FlowDiffuser: Advancing Optical Flow Estimation with Diffusion Models
- CVPR 2024UnSAMFlow: Unsupervised Optical Flow Guided by Segment Anything Model
- CVPR 2023AnyFlow: Arbitrary Scale Optical Flow With Implicit Neural Representation
- CVPR 2023FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation
- CVPR 2023Learning Optical Expansion From Scale Matching
- CVPR 2023Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior
- CVPR 2023Rethinking Optical Flow From Geometric Matching Consistent Perspective
- CVPR 2023Tangentially Elongated Gaussian Belief Propagation for Event-Based Incremental Optical Flow Estimation
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 查光学计算在 CVPR 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": "optical-computing"}
常见问题
- 2023–2026 年四大会议一共有多少篇光学计算论文？
- 共 46 篇，按年份分别是 2023 年 13 篇、2024 年 7 篇、2025 年 10 篇、2026 年 16 篇。
- NeurIPS 2026 有多少篇光学计算论文？
- NeurIPS 2026 有 3 篇光学计算论文，上一届是 5 篇。
- ICLR 2026 有多少篇光学计算论文？
- ICLR 2026 有 3 篇光学计算论文。
- ICML 2026 有多少篇光学计算论文？
- ICML 2026 有 1 篇光学计算论文。
- CVPR 2026 有多少篇光学计算论文？
- CVPR 2026 有 9 篇光学计算论文，上一届是 5 篇。
- 哪个会议的光学计算论文最多？
- CVPR，2023–2026 年共 24 篇。