Applications · chemistry physics and earth sciences papers, 2023–2026

Key findings

• Applications · chemistry physics and earth sciences went from 293 papers in 2023 to 1,217 in 2026, roughly 4.2x in three years.
• NeurIPS publishes the most Applications · chemistry physics and earth sciences work: 1,107 papers from 2023 to 2026, 33% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 3 in 2023 to 95 in 2026.
• Among the 10 topics under Application Domains, it ranks #2 by 2026 paper count; the fastest grower in the group, Applications · health medicine, is up 61x versus 4.2x here.

Representative papers

Spread across years and venues so every edition shows up

• 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

All Applications · chemistry physics and earth sciences papers

80 papers, page 1 of 2

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

FAQ

How many Applications · chemistry physics and earth sciences papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

3,316 in total: 293 in 2023, 680 in 2024, 1,126 in 2025, 1,217 in 2026.

How many Applications · chemistry physics and earth sciences papers are at NeurIPS 2026?

NeurIPS 2026 has 299 Applications · chemistry physics and earth sciences papers, versus 455 the year before.

How many Applications · chemistry physics and earth sciences papers are at ICLR 2026?

ICLR 2026 has 373 Applications · chemistry physics and earth sciences papers, versus 297 the year before.

How many Applications · chemistry physics and earth sciences papers are at ICML 2026?

ICML 2026 has 441 Applications · chemistry physics and earth sciences papers, versus 287 the year before.

How many Applications · chemistry physics and earth sciences papers are at CVPR 2026?

CVPR 2026 has 104 Applications · chemistry physics and earth sciences papers, versus 87 the year before.

Which conference publishes the most Applications · chemistry physics and earth sciences papers?

NeurIPS, with 1,107 papers from 2023 to 2026.