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 680 篇，第 1 / 14 页

1. CVPR 20243D Face Reconstruction with the Geometric Guidance of Facial Part Segmentation
2. CVPR 20243DToonify: Creating Your High-Fidelity 3D Stylized Avatar Easily from 2D Portrait Images
3. CVPR 2024A Physics-informed Low-rank Deep Neural Network for Blind and Universal Lens Aberration Correction
4. CVPR 2024A Subspace-Constrained Tyler's Estimator and its Applications to Structure from Motion
5. CVPR 2024Analyzing and Improving the Training Dynamics of Diffusion Models
6. CVPR 2024Bayesian Differentiable Physics for Cloth Digitalization
7. CVPR 2024BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning
8. CVPR 2024Bilateral Event Mining and Complementary for Event Stream Super-Resolution
9. CVPR 2024BodyMAP - Jointly Predicting Body Mesh and 3D Applied Pressure Map for People in Bed
10. CVPR 2024Building Bridges across Spatial and Temporal Resolutions: Reference-Based Super-Resolution via Change Priors and Conditional Diffusion Model
11. CVPR 2024Cam4DOcc: Benchmark for Camera-Only 4D Occupancy Forecasting in Autonomous Driving Applications
12. CVPR 2024Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion?
13. CVPR 2024Closely Interactive Human Reconstruction with Proxemics and Physics-Guided Adaption
14. CVPR 2024DAVE - A Detect-and-Verify Paradigm for Low-Shot Counting
15. CVPR 2024Degrees of Freedom Matter: Inferring Dynamics from Point Trajectories
16. CVPR 2024DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning Models
17. CVPR 2024Discover and Mitigate Multiple Biased Subgroups in Image Classifiers
18. CVPR 2024Discovering and Mitigating Visual Biases through Keyword Explanation
19. CVPR 2024E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and Bottom-Up Generator
20. CVPR 2024EarthLoc: Astronaut Photography Localization by Indexing Earth from Space
21. CVPR 2024Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications
22. CVPR 2024Efficient Detection of Long Consistent Cycles and its Application to Distributed Synchronization
23. CVPR 2024ERMVP: Communication-Efficient and Collaboration-Robust Multi-Vehicle Perception in Challenging Environments
24. CVPR 2024eTraM: Event-based Traffic Monitoring Dataset
25. CVPR 2024F3Loc: Fusion and Filtering for Floorplan Localization
26. CVPR 2024Finsler-Laplace-Beltrami Operators with Application to Shape Analysis
27. CVPR 2024Fitting Flats to Flats
28. CVPR 2024GALA: Generating Animatable Layered Assets from a Single Scan
29. CVPR 2024GARField: Group Anything with Radiance Fields
30. CVPR 2024Garment Recovery with Shape and Deformation Priors
31. CVPR 2024HiPose: Hierarchical Binary Surface Encoding and Correspondence Pruning for RGB-D 6DoF Object Pose Estimation
32. CVPR 2024HOIST-Former: Hand-held Objects Identification Segmentation and Tracking in the Wild
33. CVPR 2024How to Train Neural Field Representations: A Comprehensive Study and Benchmark
34. CVPR 2024Improving Physics-Augmented Continuum Neural Radiance Field-Based Geometry-Agnostic System Identification with Lagrangian Particle Optimization
35. CVPR 2024Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment
36. CVPR 2024Instruct 4D-to-4D: Editing 4D Scenes as Pseudo-3D Scenes Using 2D Diffusion
37. CVPR 2024Latency Correction for Event-guided Deblurring and Frame Interpolation
38. CVPR 2024Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans
39. CVPR 2024Learning to Navigate Efficiently and Precisely in Real Environments
40. CVPR 2024Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels
41. CVPR 2024LiveHPS: LiDAR-based Scene-level Human Pose and Shape Estimation in Free Environment
42. CVPR 2024Loose Inertial Poser: Motion Capture with IMU-attached Loose-Wear Jacket
43. CVPR 2024LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning
44. CVPR 2024Makeup Prior Models for 3D Facial Makeup Estimation and Applications
45. CVPR 2024Matching 2D Images in 3D: Metric Relative Pose from Metric Correspondences
46. CVPR 2024MeshPose: Unifying DensePose and 3D Body Mesh Reconstruction
47. CVPR 2024MultiPhys: Multi-Person Physics-aware 3D Motion Estimation
48. CVPR 2024Neural 3D Strokes: Creating Stylized 3D Scenes with Vectorized 3D Strokes
49. CVPR 2024Neural Fields as Distributions: Signal Processing Beyond Euclidean Space
50. CVPR 2024Neural Modes: Self-supervised Learning of Nonlinear Modal Subspaces

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。