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 339 篇，第 3 / 7 页

101. CVPR 2026VT-Intrinsic Physics-Based Decomposition of Reflectance and Shading using a Single
102. CVPR 2026Watch and Learn Learning to Use Computers from Online Videos
103. CVPR 2026Wave-Former Through-Occlusion 3D Reconstruction via Wireless Shape Completion
104. CVPR 2026X-Part High Fidelity And Structure Coherent Shape Decomposition And Completion
105. CVPR 20252DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification
106. CVPR 20253D Student Splatting and Scooping
107. CVPR 2025A Physics-Informed Blur Learning Framework for Imaging Systems
108. CVPR 2025Accurate Differential Operators for Hybrid Neural Fields
109. CVPR 2025AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis
110. CVPR 2025Alias-Free Latent Diffusion Models: Improving Fractional Shift Equivariance of Diffusion Latent Space
111. CVPR 2025Any3DIS: Class-Agnostic 3D Instance Segmentation by 2D Mask Tracking
112. CVPR 2025AnySat: One Earth Observation Model for Many Resolutions, Scales, and Modalities
113. CVPR 2025AuraFusion360: Augmented Unseen Region Alignment for Reference-based 360deg Unbounded Scene Inpainting
114. CVPR 2025Blurred LiDAR for Sharper 3D: Robust Handheld 3D Scanning with Diffuse LiDAR and RGB
115. CVPR 2025Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining
116. CVPR 2025ConMo: Controllable Motion Disentanglement and Recomposition for Zero-Shot Motion Transfer
117. CVPR 2025CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model
118. CVPR 2025Creating Your Editable 3D Photorealistic Avatar with Tetrahedron-constrained Gaussian Splatting
119. CVPR 2025Cross-Modal 3D Representation with Multi-View Images and Point Clouds
120. CVPR 2025DecoupledGaussian: Object-Scene Decoupling for Physics-Based Interaction
121. CVPR 2025Detecting Out-of-Distribution Through the Lens of Neural Collapse
122. CVPR 2025DexGrasp Anything: Towards Universal Robotic Dexterous Grasping with Physics Awareness
123. CVPR 2025Diffusion Renderer: Neural Inverse and Forward Rendering with Video Diffusion Models
124. CVPR 2025DRAWER: Digital Reconstruction and Articulation With Environment Realism
125. CVPR 2025Dynamic Camera Poses and Where to Find Them
126. CVPR 2025EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues
127. CVPR 2025EchoMatch: Partial-to-Partial Shape Matching via Correspondence Reflection
128. CVPR 2025EEE-Bench: A Comprehensive Multimodal Electrical And Electronics Engineering Benchmark
129. CVPR 2025Enhancing Adversarial Transferability with Checkpoints of a Single Model's Training
130. CVPR 2025EnliveningGS: Active Locomotion of 3DGS
131. CVPR 2025EntityErasure: Erasing Entity Cleanly via Amodal Entity Segmentation and Completion
132. CVPR 2025ESCAPE: Equivariant Shape Completion via Anchor Point Encoding
133. CVPR 2025Event Fields: Capturing Light Fields at High Speed, Resolution, and Dynamic Range
134. CVPR 2025Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass
135. CVPR 2025Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding
136. CVPR 2025FLARE: Feed-forward Geometry, Appearance and Camera Estimation from Uncalibrated Sparse Views
137. CVPR 2025Flash-Split: 2D Reflection Removal with Flash Cues and Latent Diffusion Separation
138. CVPR 2025FluidNexus: 3D Fluid Reconstruction and Prediction from a Single Video
139. CVPR 2025FreeGave: 3D Physics Learning from Dynamic Videos by Gaussian Velocity
140. CVPR 2025Gaussian Splashing: Unified Particles for Versatile Motion Synthesis and Rendering
141. CVPR 2025GauSTAR: Gaussian Surface Tracking and Reconstruction
142. CVPR 2025Good, Cheap, and Fast: Overfitted Image Compression with Wasserstein Distortion
143. CVPR 2025Guiding Human-Object Interactions with Rich Geometry and Relations
144. CVPR 2025High-quality Point Cloud Oriented Normal Estimation via Hybrid Angular and Euclidean Distance Encoding
145. CVPR 2025Homogeneous Dynamics Space for Heterogeneous Humans
146. CVPR 2025Improving Accuracy and Calibration via Differentiated Deep Mutual Learning
147. CVPR 2025IncEventGS: Pose-Free Gaussian Splatting from a Single Event Camera
148. CVPR 2025Inference-Scale Complexity in ANN-SNN Conversion for High-Performance and Low-Power Applications
149. CVPR 2025Integral Fast Fourier Color Constancy
150. CVPR 2025InterMimic: Towards Universal Whole-Body Control for Physics-Based Human-Object Interactions

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。