Simulation for Driving papers, 2023–2026

Key findings

• Simulation for Driving went from 969 papers in 2023 to 2,200 in 2026, roughly 2.3x in three years.
• NeurIPS publishes the most Simulation for Driving work: 2,111 papers from 2023 to 2026, 36% of the four-venue total.
• The fastest-growing overlap is with Diffusion Models: papers tagged with both rose from 27 in 2023 to 205 in 2026.
• Among the 5 topics under Autonomous Driving, it ranks #1 by 2026 paper count; the fastest grower in the group, Motion Planning, is up 2.4x versus 2.3x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026$SE(2)$-Aware Conditional Distribution Transport for Vehicle Trajectory Generation
• ICML 2026A Penalty Approach For Differentiation Through Black-box Quadratic Programming Solvers
• ICLR 2026A Schrödinger Eigenfunction Method for Long-Horizon Stochastic Optimal Control
• CVPR 2026A2GC Asymmetric Aggregation with Geometric Constraints for Locally Aggregated Descriptors
• NeurIPS 2025A compressive-expressive communication framework for compositional representations
• ICML 2025A Near-Optimal Single-Loop Stochastic Algorithm for Convex Finite-Sum Coupled Compositional Optimization
• ICLR 2025A Truncated Newton Method for Optimal Transport
• CVPR 20253D-SLNR: A Super Lightweight Neural Representation for Large-scale 3D Mapping
• NeurIPS 2024[Re] CUDA: Curriculum of Data Augmentation for Long‐tailed Recognition
• ICML 2024$H$-Consistency Guarantees for Regression
• ICLR 2024$\texttt{NAISR}$: A 3D Neural Additive Model for Interpretable Shape Representation
• CVPR 2024Decentralized Directed Collaboration for Personalized Federated Learning
• NeurIPS 2023[Re] FOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles
• ICML 2023$H$-Consistency Bounds for Pairwise Misranking Loss Surrogates
• ICLR 2023A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data
• CVPR 20233DAvatarGAN: Bridging Domains for Personalized Editable Avatars
• NeurIPS 2026A Bitter Lesson for Data Filtering
• ICML 2026A Queueing-Theoretic Framework for Stability Analysis of LLM Inference with KV Cache Memory Constraints
• ICLR 2026Bayesian Neural Networks for Functional ANOVA Model
• CVPR 2026Active Perceptual Inference A Corticothalamic-Inspired Dynamic Nested Recurrent Network for

All Simulation for Driving papers

1,214 papers, page 8 of 25

351. ICML 2026Unveiling the Potential of Quantization with MXFP4: Strategies for Quantization Error Reduction
352. ICML 2026UOTIP: Unbalanced Optimal Transport Map for Unpaired Inverse Problems
353. ICML 2026UrbanFusion: Stochastic Multimodal Fusion for Contrastive Learning of Robust Spatial Representations
354. ICML 2026Variational Inference for Uncertain Optimal Transport via Sinkhorn Parametrization
355. ICML 2026VBA: Vector Bundle Attention for Intrinsically Geometric Representation Learning
356. ICML 2026VectorWorld: Efficient Streaming World Model via Diffusion Flow on Vector Graphs
357. ICML 2026VGGT-Motion: Motion-Aware Calibration-Free Monocular SLAM for Long-Range Consistency
358. ICML 2026WBMM: Windowed Batch Matrix Multiplication for Efficient Large Receptive Field Convolution
359. ICML 2026WebWorld: A Large-Scale World Model for Web Agent Training
360. ICML 2026Weight Updates as Activation Shifts: A Principled Framework for Steering
361. ICML 2026WFR-MFM: One-Step Inference for Dynamic Unbalanced Optimal Transport
362. ICML 2026Why ReLU? A Bit-Model Dichotomy for Deep Network Training
363. ICML 2026WUSH: Near-Optimal Adaptive Transforms for LLM Quantization
364. ICML 2025(How) Do Language Models Track State?
365. ICML 2025A Chaotic Dynamics Framework Inspired by Dorsal Stream for Event Signal Processing
366. ICML 2025A Closer Look at Generalized BH Algorithm for Out-of-Distribution Detection
367. ICML 2025A Comprehensive Framework for Analyzing the Convergence of Adam: Bridging the Gap with SGD
368. ICML 2025A Computationally Efficient Algorithm for Infinite-Horizon Average-Reward Linear MDPs
369. ICML 2025A Market for Accuracy: Classification Under Competition
370. ICML 2025A Meta-learner for Heterogeneous Effects in Difference-in-Differences
371. ICML 2025A Near Linear Query Lower Bound for Submodular Maximization
372. ICML 2025A Near-Optimal Single-Loop Stochastic Algorithm for Convex Finite-Sum Coupled Compositional Optimization
373. ICML 2025A Physics-Augmented Deep Learning Framework for Classifying Single Molecule Force Spectroscopy Data
374. ICML 2025A Reduction Framework for Distributionally Robust Reinforcement Learning under Average Reward
375. ICML 2025A Rescaling-Invariant Lipschitz Bound Based on Path-Metrics for Modern ReLU Network Parameterizations
376. ICML 2025A Sub-Problem Quantum Alternating Operator Ansatz for Correlation Clustering
377. ICML 2025A Trichotomy for List Transductive Online Learning
378. ICML 2025A Unified Framework for Generalization Error Analysis of Learning with Arbitrary Discrete Weak Features
379. ICML 2025A-PSRO: A Unified Strategy Learning Method with Advantage Metric for Normal-form Games
380. ICML 2025Adaptive Self-improvement LLM Agentic System for ML Library Development
381. ICML 2025Addressing Misspecification in Simulation-based Inference through Data-driven Calibration
382. ICML 2025Adjustment for Confounding using Pre-Trained Representations
383. ICML 2025Advancing Personalized Learning with Neural Collapse for Long-Tail Challenge
384. ICML 2025Adversarial Inputs for Linear Algebra Backends
385. ICML 2025am-ELO: A Stable Framework for Arena-based LLM Evaluation
386. ICML 2025An Asymptotically Optimal Approximation Algorithm for Multiobjective Submodular Maximization at Scale
387. ICML 2025An Efficient Pruner for Large Language Model with Theoretical Guarantee
388. ICML 2025An Entropy-Based Model for Hierarchical Learning
389. ICML 2025An Improved Clique-Picking Algorithm for Counting Markov Equivalent DAGs via Super Cliques Transfer
390. ICML 2025An Interpretable N-gram Perplexity Threat Model for Large Language Model Jailbreaks
391. ICML 2025AuPair: Golden Example Pairs for Code Repair
392. ICML 2025Auto-reconfiguration for Latency Minimization in CPU-based DNN Serving
393. ICML 2025AutoElicit: Using Large Language Models for Expert Prior Elicitation in Predictive Modelling
394. ICML 2025Autoencoder-Based Hybrid Replay for Class-Incremental Learning
395. ICML 2025Average Certified Radius is a Poor Metric for Randomized Smoothing
396. ICML 2025Benefits of Early Stopping in Gradient Descent for Overparameterized Logistic Regression
397. ICML 2025Beyond One-Hot Labels: Semantic Mixing for Model Calibration
398. ICML 2025Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion
399. ICML 2025BiAssemble: Learning Collaborative Affordance for Bimanual Geometric Assembly
400. ICML 2025BlockDialect: Block-wise Fine-grained Mixed Format Quantization for Energy-Efficient LLM Inference

FAQ

How many Simulation for Driving papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

5,882 in total: 969 in 2023, 1,308 in 2024, 1,405 in 2025, 2,200 in 2026.

How many Simulation for Driving papers are at NeurIPS 2026?

NeurIPS 2026 has 940 Simulation for Driving papers, versus 542 the year before.

How many Simulation for Driving papers are at ICLR 2026?

ICLR 2026 has 313 Simulation for Driving papers, versus 228 the year before.

How many Simulation for Driving papers are at ICML 2026?

ICML 2026 has 363 Simulation for Driving papers, versus 275 the year before.

How many Simulation for Driving papers are at CVPR 2026?

CVPR 2026 has 584 Simulation for Driving papers, versus 360 the year before.

Which conference publishes the most Simulation for Driving papers?

NeurIPS, with 2,111 papers from 2023 to 2026.