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 339 篇，第 4 / 7 页
- CVPR 2025IRIS: Inverse Rendering of Indoor Scenes from Low Dynamic Range Images
- CVPR 2025Jailbreaking the Non-Transferable Barrier via Test-Time Data Disguising
- CVPR 2025Knowledge Bridger: Towards Training-Free Missing Modality Completion
- CVPR 2025Learned Binocular-Encoding Optics for RGBD Imaging Using Joint Stereo and Focus Cues
- CVPR 2025Learning Physics From Video: Unsupervised Physical Parameter Estimation for Continuous Dynamical Systems
- CVPR 2025Learning Physics-Based Full-Body Human Reaching and Grasping from Brief Walking References
- CVPR 2025Light3R-SfM: Towards Feed-forward Structure-from-Motion
- CVPR 2025MARBLE: Material Recomposition and Blending in CLIP-Space
- CVPR 2025Matrix-Free Shared Intrinsics Bundle Adjustment
- CVPR 2025MeGA: Hybrid Mesh-Gaussian Head Avatar for High-Fidelity Rendering and Head Editing
- CVPR 2025MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis
- CVPR 2025Model Diagnosis and Correction via Linguistic and Implicit Attribute Editing
- CVPR 2025NTR-Gaussian: Nighttime Dynamic Thermal Reconstruction with 4D Gaussian Splatting Based on Thermodynamics
- CVPR 2025Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model
- CVPR 2025PBR-NeRF: Inverse Rendering with Physics-Based Neural Fields
- CVPR 2025PGC: Physics-Based Gaussian Cloth from a Single Pose
- CVPR 2025PhyS-EdiT: Physics-aware Semantic Image Editing with Text Description
- CVPR 2025PhysAnimator: Physics-Guided Generative Cartoon Animation
- CVPR 2025Plug-and-Play PPO: An Adaptive Point Prompt Optimizer Making SAM Greater
- CVPR 2025Point Clouds Meets Physics: Dynamic Acoustic Field Fitting Network for Point Cloud Understanding
- CVPR 2025POMP: Physics-consistent Motion Generative Model through Phase Manifolds
- CVPR 2025Prof. Robot: Differentiable Robot Rendering Without Static and Self-Collisions
- CVPR 2025Rethinking Personalized Aesthetics Assessment: Employing Physique Aesthetics Assessment as An Exemplification
- CVPR 2025Segment Any Motion in Videos
- CVPR 2025Segment Anything, Even Occluded
- CVPR 2025Segmenting Maxillofacial Structures in CBCT Volumes
- CVPR 2025SFDM: Robust Decomposition of Geometry and Reflectance for Realistic Face Rendering from Sparse-view Images
- CVPR 2025Shading Meets Motion: Self-supervised Indoor 3D Reconstruction Via Simultaneous Shape-from-Shading and Structure-from-Motion
- CVPR 2025ShowMak3r: Compositional TV Show Reconstruction
- CVPR 2025SimAvatar: Simulation-Ready Avatars with Layered Hair and Clothing
- CVPR 2025SuperPC: A Single Diffusion Model for Point Cloud Completion, Upsampling, Denoising, and Colorization
- CVPR 2025T-FAKE: Synthesizing Thermal Images for Facial Landmarking
- CVPR 2025The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generationf
- CVPR 2025The Language of Motion: Unifying Verbal and Non-verbal Language of 3D Human Motion
- CVPR 2025The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers
- CVPR 2025Towards Explainable and Unprecedented Accuracy in Matching Challenging Finger Crease Patterns
- CVPR 2025Towards Visual Discrimination and Reasoning of Real-World Physical Dynamics: Physics-Grounded Anomaly Detection
- CVPR 2025UniPhy: Learning a Unified Constitutive Model for Inverse Physics Simulation
- CVPR 2025Vid2Sim: Generalizable, Video-based Reconstruction of Appearance, Geometry and Physics for Mesh-free Simulation
- CVPR 2025VoteFlow: Enforcing Local Rigidity in Self-Supervised Scene Flow
- CVPR 2025WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild
- CVPR 20243D Face Reconstruction with the Geometric Guidance of Facial Part Segmentation
- CVPR 20243DToonify: Creating Your High-Fidelity 3D Stylized Avatar Easily from 2D Portrait Images
- CVPR 2024A Physics-informed Low-rank Deep Neural Network for Blind and Universal Lens Aberration Correction
- CVPR 2024A Subspace-Constrained Tyler's Estimator and its Applications to Structure from Motion
- CVPR 2024Analyzing and Improving the Training Dynamics of Diffusion Models
- CVPR 2024Bayesian Differentiable Physics for Cloth Digitalization
- CVPR 2024BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning
- CVPR 2024Bilateral Event Mining and Complementary for Event Stream Super-Resolution
- CVPR 2024BodyMAP - Jointly Predicting Body Mesh and 3D Applied Pressure Map for People in Bed
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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。