Alignment and Safety papers, 2023–2026

Key findings

• Alignment and Safety went from 438 papers in 2023 to 1,882 in 2026, roughly 4.3x in three years.
• NeurIPS publishes the most Alignment and Safety work: 1,421 papers from 2023 to 2026, 31% of the four-venue total.
• The fastest-growing overlap is with Social aspects · safety: papers tagged with both rose from 0 in 2023 to 137 in 2026.
• Among the 5 topics under Alignment and Responsible AI, it ranks #1 by 2026 paper count; the fastest grower in the group, Social aspects · safety, is up 93x versus 4.3x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026$\gamma$-weakly $\theta$-up-concavity: A Unified Framework for Non-Convex Optimization Beyond DR-Submodular and OSS Functions
• ICML 2026AICrypto: Evaluating Cryptography Capabilities of Large Language Models
• ICLR 2026A Fair Bayesian Inference through Matched Gibbs Posterior
• CVPR 2026Advancing Cancer Prognosis with Hierarchical Fusion of Genomic Proteomic and
• NeurIPS 2025$\Psi$-Sampler: Initial Particle Sampling for SMC-Based Inference-Time Reward Alignment in Score Models
• ICML 2025A Checks-and-Balances Framework for Context-Aware Ethical AI Alignment
• ICLR 2025$\sigma$-zero: Gradient-based Optimization of $\ell_0$-norm Adversarial Examples
• CVPR 2025AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models
• NeurIPS 2024A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences
• ICML 2024A Global Geometric Analysis of Maximal Coding Rate Reduction
• ICLR 2024A unique M-pattern for micro-expression spotting in long videos
• CVPR 2024Decompose-and-Compose: A Compositional Approach to Mitigating Spurious Correlation
• NeurIPS 2023(S)GD over Diagonal Linear Networks: Implicit bias, Large Stepsizes and Edge of Stability
• ICML 2023A Robust Optimisation Perspective on Counterexample-Guided Repair of Neural Networks
• ICLR 2023Aligning Model and Macaque Inferior Temporal Cortex Representations Improves Model-to-Human Behavioral Alignment and Adversarial Robustness
• CVPR 2023Adjustment and Alignment for Unbiased Open Set Domain Adaptation
• NeurIPS 2026$\mathcal{P}$Torch: Narrowing the Gap Between Projection and Gradient-Based Learning
• ICML 2026Alignment Pretraining: AI Discourse Causes Self-Fulfilling (Mis)alignment
• ICLR 2026A2D: Any-Order, Any-Step Safety Alignment for Diffusion Language Models
• CVPR 2026AlignPose Generalizable 6D Pose Estimation via Multi-view Feature-metric Alignment

All Alignment and Safety papers

4,558 papers, page 84 of 92

4151. CVPR 2023DiGA: Distil To Generalize and Then Adapt for Domain Adaptive Semantic Segmentation
4152. CVPR 2023DISC: Learning From Noisy Labels via Dynamic Instance-Specific Selection and Correction
4153. CVPR 2023DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling
4154. CVPR 2023DNF: Decouple and Feedback Network for Seeing in the Dark
4155. CVPR 2023Don't Lie to Me! Robust and Efficient Explainability With Verified Perturbation Analysis
4156. CVPR 2023DSFNet: Dual Space Fusion Network for Occlusion-Robust 3D Dense Face Alignment
4157. CVPR 2023EDA: Explicit Text-Decoupling and Dense Alignment for 3D Visual Grounding
4158. CVPR 2023Efficient Map Sparsification Based on 2D and 3D Discretized Grids
4159. CVPR 2023EXCALIBUR: Encouraging and Evaluating Embodied Exploration
4160. CVPR 2023EXIF As Language: Learning Cross-Modal Associations Between Images and Camera Metadata
4161. CVPR 2023Exploring and Utilizing Pattern Imbalance
4162. CVPR 2023Exploring Motion Ambiguity and Alignment for High-Quality Video Frame Interpolation
4163. CVPR 2023Feature Alignment and Uniformity for Test Time Adaptation
4164. CVPR 2023Few-Shot Learning With Visual Distribution Calibration and Cross-Modal Distribution Alignment
4165. CVPR 2023Frame Flexible Network
4166. CVPR 2023Frame-Event Alignment and Fusion Network for High Frame Rate Tracking
4167. CVPR 2023Gated Multi-Resolution Transfer Network for Burst Restoration and Enhancement
4168. CVPR 2023Gated Stereo: Joint Depth Estimation From Gated and Wide-Baseline Active Stereo Cues
4169. CVPR 2023Generalist: Decoupling Natural and Robust Generalization
4170. CVPR 2023Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization
4171. CVPR 2023Hand Avatar: Free-Pose Hand Animation and Rendering From Monocular Video
4172. CVPR 2023Handy: Towards a High Fidelity 3D Hand Shape and Appearance Model
4173. CVPR 2023HelixSurf: A Robust and Efficient Neural Implicit Surface Learning of Indoor Scenes With Iterative Intertwined Regularization
4174. CVPR 2023High-Res Facial Appearance Capture From Polarized Smartphone Images
4175. CVPR 2023How To Prevent the Continuous Damage of Noises To Model Training?
4176. CVPR 2023HRDFuse: Monocular 360deg Depth Estimation by Collaboratively Learning Holistic-With-Regional Depth Distributions
4177. CVPR 2023Human Body Shape Completion With Implicit Shape and Flow Learning
4178. CVPR 2023Implicit 3D Human Mesh Recovery Using Consistency With Pose and Shape From Unseen-View
4179. CVPR 2023Implicit Occupancy Flow Fields for Perception and Prediction in Self-Driving
4180. CVPR 2023Improving Table Structure Recognition With Visual-Alignment Sequential Coordinate Modeling
4181. CVPR 2023Invertible Neural Skinning
4182. CVPR 2023K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
4183. CVPR 2023Large-Capacity and Flexible Video Steganography via Invertible Neural Network
4184. CVPR 2023Learning Emotion Representations From Verbal and Nonverbal Communication
4185. CVPR 2023Learning To Generate Language-Supervised and Open-Vocabulary Scene Graph Using Pre-Trained Visual-Semantic Space
4186. CVPR 2023Learning To Zoom and Unzoom
4187. CVPR 2023MACARONS: Mapping and Coverage Anticipation With RGB Online Self-Supervision
4188. CVPR 2023MEGANE: Morphable Eyeglass and Avatar Network
4189. CVPR 2023NIKI: Neural Inverse Kinematics With Invertible Neural Networks for 3D Human Pose and Shape Estimation
4190. CVPR 2023NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations
4191. CVPR 2023On Calibrating Semantic Segmentation Models: Analyses and an Algorithm
4192. CVPR 2023On the Convergence of IRLS and Its Variants in Outlier-Robust Estimation
4193. CVPR 2023On the Effects of Self-Supervision and Contrastive Alignment in Deep Multi-View Clustering
4194. CVPR 2023OSAN: A One-Stage Alignment Network To Unify Multimodal Alignment and Unsupervised Domain Adaptation
4195. CVPR 2023Overcoming the Trade-Off Between Accuracy and Plausibility in 3D Hand Shape Reconstruction
4196. CVPR 2023PACO: Parts and Attributes of Common Objects
4197. CVPR 2023Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching Between Parts and Words
4198. CVPR 2023Physically Adversarial Infrared Patches With Learnable Shapes and Locations
4199. CVPR 2023PosterLayout: A New Benchmark and Approach for Content-Aware Visual-Textual Presentation Layout
4200. CVPR 2023Prefix Conditioning Unifies Language and Label Supervision

FAQ

How many Alignment and Safety papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

4,558 in total: 438 in 2023, 875 in 2024, 1,363 in 2025, 1,882 in 2026.

How many Alignment and Safety papers are at NeurIPS 2026?

NeurIPS 2026 has 480 Alignment and Safety papers, versus 455 the year before.

How many Alignment and Safety papers are at ICLR 2026?

ICLR 2026 has 623 Alignment and Safety papers, versus 473 the year before.

How many Alignment and Safety papers are at ICML 2026?

ICML 2026 has 551 Alignment and Safety papers, versus 300 the year before.

How many Alignment and Safety papers are at CVPR 2026?

CVPR 2026 has 228 Alignment and Safety papers, versus 135 the year before.

Which conference publishes the most Alignment and Safety papers?

NeurIPS, with 1,421 papers from 2023 to 2026.