应用 · chemistry physics and earth sciences论文趋势 2023–2026
应用方向：chemistry_physics_and_earth_sciences
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 3,316 篇被归入该主题的论文。
主要结论
- 应用 · chemistry physics and earth sciences论文从 2023 年的 293 篇增长到 2026 年的 1,217 篇，三年间扩大到约 4.2 倍。
- NeurIPS 是发应用 · chemistry physics and earth sciences论文最多的会议，2023–2026 年共 1,107 篇，占四个会议总量的 33%。
- 交叉方向里涨得最快的是多模态大模型：同时属于两个主题的论文从 2023 年的 3 篇增至 2026 年的 95 篇。
- 在「应用领域」的 10 个主题里，它的 2026 年论文数排第 2；同组增长最快的应用 · health medicine是 61 倍，应用 · chemistry physics and earth sciences是 4.2 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 77 | 65 | 83 | 68 | 293 |
| 2024 | 276 | 160 | 164 | 80 | 680 |
| 2025 | 455 | 297 | 287 | 87 | 1,126 |
| 2026 | 299 | 373 | 441 | 104 | 1,217 |
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 2026(U)NFV: Supervised and Unsupervised Neural Finite Volume Methods for Solving Hyperbolic PDEs
- CVPR 2026AssemblyBench Physics-Aware Assembly of Complex Industrial Objects
- NeurIPS 2025A Partition Cover Approach to Tokenization
- ICML 2025A Machine Learning Approach to Duality in Statistical Physics
- ICLR 2025A new framework for evaluating model out-of-distribution generalisation for the biochemical domain
- CVPR 2025Accurate Differential Operators for Hybrid Neural Fields
- NeurIPS 2024$\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials
- ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
- ICLR 2024A Foundation Model for Error Correction Codes
- CVPR 2024EarthLoc: Astronaut Photography Localization by Indexing Earth from Space
- NeurIPS 2023ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation
- ICML 2023A Deep Conjugate Direction Method for Iteratively Solving Linear Systems
- ICLR 2023A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
- CVPR 20233D Human Pose Estimation via Intuitive Physics
- NeurIPS 2026ADA: Resolving Attribution Ambiguity in End-to-End Power System Dispatch via Two-Time-Scale Stochastic Approximation
- ICML 2026(Sparse) Attention to the Details: Preserving Spectral Fidelity in ML-based Weather Forecasting Models
- ICLR 2026A Genetic Algorithm for Navigating Synthesizable Molecular Spaces
- CVPR 2026Brewing Stronger Features Dual-Teacher Distillation for Multispectral Earth Observation
全部应用 · chemistry physics and earth sciences论文
共 3,316 篇，第 62 / 67 页
- CVPR 2023Implicit View-Time Interpolation of Stereo Videos Using Multi-Plane Disparities and Non-Uniform Coordinates
- CVPR 2023Interactive Segmentation of Radiance Fields
- CVPR 2023Learning a Depth Covariance Function
- CVPR 2023Learning Visibility Field for Detailed 3D Human Reconstruction and Relighting
- CVPR 2023Light Source Separation and Intrinsic Image Decomposition Under AC Illumination
- CVPR 2023Local-to-Global Registration for Bundle-Adjusting Neural Radiance Fields
- CVPR 2023Marching-Primitives: Shape Abstraction From Signed Distance Function
- CVPR 2023Mask-Guided Matting in the Wild
- CVPR 2023Megahertz Light Steering Without Moving Parts
- CVPR 2023Multiclass Confidence and Localization Calibration for Object Detection
- CVPR 2023NeRFLight: Fast and Light Neural Radiance Fields Using a Shared Feature Grid
- CVPR 2023Neural Fields Meet Explicit Geometric Representations for Inverse Rendering of Urban Scenes
- CVPR 2023Neural Kaleidoscopic Space Sculpting
- CVPR 2023NIPQ: Noise Proxy-Based Integrated Pseudo-Quantization
- CVPR 2023NLOST: Non-Line-of-Sight Imaging With Transformer
- CVPR 2023Non-Line-of-Sight Imaging With Signal Superresolution Network
- CVPR 2023Object Pop-Up: Can We Infer 3D Objects and Their Poses From Human Interactions Alone?
- CVPR 2023One-Stage 3D Whole-Body Mesh Recovery With Component Aware Transformer
- CVPR 2023ORCa: Glossy Objects As Radiance-Field Cameras
- CVPR 2023Perception and Semantic Aware Regularization for Sequential Confidence Calibration
- CVPR 2023Physics-Driven Diffusion Models for Impact Sound Synthesis From Videos
- CVPR 2023Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography
- CVPR 2023PointAvatar: Deformable Point-Based Head Avatars From Videos
- CVPR 2023Pose Synchronization Under Multiple Pair-Wise Relative Poses
- CVPR 2023PREIM3D: 3D Consistent Precise Image Attribute Editing From a Single Image
- CVPR 2023PyPose: A Library for Robot Learning With Physics-Based Optimization
- CVPR 2023RelightableHands: Efficient Neural Relighting of Articulated Hand Models
- CVPR 2023Robust and Scalable Gaussian Process Regression and Its Applications
- CVPR 2023Semi-Supervised Hand Appearance Recovery via Structure Disentanglement and Dual Adversarial Discrimination
- CVPR 2023Single View Scene Scale Estimation Using Scale Field
- CVPR 2023SPARF: Neural Radiance Fields From Sparse and Noisy Poses
- CVPR 2023SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting With Neural Radiance Fields
- CVPR 2023StyleGene: Crossover and Mutation of Region-Level Facial Genes for Kinship Face Synthesis
- CVPR 2023StyLess: Boosting the Transferability of Adversarial Examples
- CVPR 2023Swept-Angle Synthetic Wavelength Interferometry
- CVPR 2023Thermal Spread Functions (TSF): Physics-Guided Material Classification
- CVPR 2023Toward RAW Object Detection: A New Benchmark and a New Model
- CVPR 2023Toward Stable, Interpretable, and Lightweight Hyperspectral Super-Resolution
- CVPR 2023Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion
- CVPR 2023TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization
- CVPR 2023Wavelet Diffusion Models Are Fast and Scalable Image Generators
- ICLR 2023A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
- ICLR 2023A Higher Precision Algorithm for Computing the $1$-Wasserstein Distance
- ICLR 2023A Primal-Dual Framework for Transformers and Neural Networks
- ICLR 2023A Self-Attention Ansatz for Ab-initio Quantum Chemistry
- ICLR 2023A Stable and Scalable Method for Solving Initial Value PDEs with Neural Networks
- ICLR 2023Anisotropic Message Passing: Graph Neural Networks with Directional and Long-Range Interactions
- ICLR 2023Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients
- ICLR 2023Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint
- ICLR 2023Bridging the Gap between ANNs and SNNs by Calibrating Offset Spikes
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常见问题
- 2023–2026 年四大会议一共有多少篇应用 · chemistry physics and earth sciences论文？
- 共 3,316 篇，按年份分别是 2023 年 293 篇、2024 年 680 篇、2025 年 1,126 篇、2026 年 1,217 篇。
- NeurIPS 2026 有多少篇应用 · chemistry physics and earth sciences论文？
- NeurIPS 2026 有 299 篇应用 · chemistry physics and earth sciences论文，上一届是 455 篇。
- ICLR 2026 有多少篇应用 · chemistry physics and earth sciences论文？
- ICLR 2026 有 373 篇应用 · chemistry physics and earth sciences论文，上一届是 297 篇。
- ICML 2026 有多少篇应用 · chemistry physics and earth sciences论文？
- ICML 2026 有 441 篇应用 · chemistry physics and earth sciences论文，上一届是 287 篇。
- CVPR 2026 有多少篇应用 · chemistry physics and earth sciences论文？
- CVPR 2026 有 104 篇应用 · chemistry physics and earth sciences论文，上一届是 87 篇。
- 哪个会议的应用 · chemistry physics and earth sciences论文最多？
- NeurIPS，2023–2026 年共 1,107 篇。