应用 · chemistry physics and earth sciences论文趋势 2023–2026

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。

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 68 篇，第 1 / 2 页

1. CVPR 20233D Human Pose Estimation via Intuitive Physics
2. CVPR 20233D Line Mapping Revisited
3. CVPR 2023A Bag-of-Prototypes Representation for Dataset-Level Applications
4. CVPR 2023A Large-Scale Homography Benchmark
5. CVPR 2023ABLE-NeRF: Attention-Based Rendering With Learnable Embeddings for Neural Radiance Field
6. CVPR 2023Accelerated Coordinate Encoding: Learning to Relocalize in Minutes Using RGB and Poses
7. CVPR 2023Analyzing Physical Impacts Using Transient Surface Wave Imaging
8. CVPR 2023Are Data-Driven Explanations Robust Against Out-of-Distribution Data?
9. CVPR 2023BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion
10. CVPR 2023Boosting Accuracy and Robustness of Student Models via Adaptive Adversarial Distillation
11. CVPR 2023Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection
12. CVPR 2023Compressing Volumetric Radiance Fields to 1 MB
13. CVPR 2023Computationally Budgeted Continual Learning: What Does Matter?
14. CVPR 2023Curricular Contrastive Regularization for Physics-Aware Single Image Dehazing
15. CVPR 2023D2Former: Jointly Learning Hierarchical Detectors and Contextual Descriptors via Agent-Based Transformers
16. CVPR 2023Deep Semi-Supervised Metric Learning With Mixed Label Propagation
17. CVPR 2023DynamicStereo: Consistent Dynamic Depth From Stereo Videos
18. CVPR 2023EDICT: Exact Diffusion Inversion via Coupled Transformations
19. CVPR 2023Efficient Robust Principal Component Analysis via Block Krylov Iteration and CUR Decomposition
20. CVPR 2023Enhancing Deformable Local Features by Jointly Learning To Detect and Describe Keypoints
21. CVPR 2023Exploring and Exploiting Uncertainty for Incomplete Multi-View Classification
22. CVPR 2023FitMe: Deep Photorealistic 3D Morphable Model Avatars
23. CVPR 2023Frame Interpolation Transformer and Uncertainty Guidance
24. CVPR 2023GarmentTracking: Category-Level Garment Pose Tracking
25. CVPR 2023Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention
26. CVPR 2023I2-SDF: Intrinsic Indoor Scene Reconstruction and Editing via Raytracing in Neural SDFs
27. CVPR 2023Imitation Learning As State Matching via Differentiable Physics
28. CVPR 2023Implicit View-Time Interpolation of Stereo Videos Using Multi-Plane Disparities and Non-Uniform Coordinates
29. CVPR 2023Interactive Segmentation of Radiance Fields
30. CVPR 2023Learning a Depth Covariance Function
31. CVPR 2023Learning Visibility Field for Detailed 3D Human Reconstruction and Relighting
32. CVPR 2023Light Source Separation and Intrinsic Image Decomposition Under AC Illumination
33. CVPR 2023Local-to-Global Registration for Bundle-Adjusting Neural Radiance Fields
34. CVPR 2023Marching-Primitives: Shape Abstraction From Signed Distance Function
35. CVPR 2023Mask-Guided Matting in the Wild
36. CVPR 2023Megahertz Light Steering Without Moving Parts
37. CVPR 2023Multiclass Confidence and Localization Calibration for Object Detection
38. CVPR 2023NeRFLight: Fast and Light Neural Radiance Fields Using a Shared Feature Grid
39. CVPR 2023Neural Fields Meet Explicit Geometric Representations for Inverse Rendering of Urban Scenes
40. CVPR 2023Neural Kaleidoscopic Space Sculpting
41. CVPR 2023NIPQ: Noise Proxy-Based Integrated Pseudo-Quantization
42. CVPR 2023NLOST: Non-Line-of-Sight Imaging With Transformer
43. CVPR 2023Non-Line-of-Sight Imaging With Signal Superresolution Network
44. CVPR 2023Object Pop-Up: Can We Infer 3D Objects and Their Poses From Human Interactions Alone?
45. CVPR 2023One-Stage 3D Whole-Body Mesh Recovery With Component Aware Transformer
46. CVPR 2023ORCa: Glossy Objects As Radiance-Field Cameras
47. CVPR 2023Perception and Semantic Aware Regularization for Sequential Confidence Calibration
48. CVPR 2023Physics-Driven Diffusion Models for Impact Sound Synthesis From Videos
49. CVPR 2023Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography
50. CVPR 2023PointAvatar: Deformable Point-Based Head Avatars From Videos

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。