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

600 papers, page 9 of 12

401. CVPR 2024FC-GNN: Recovering Reliable and Accurate Correspondences from Interferences
402. CVPR 2024FedAS: Bridging Inconsistency in Personalized Federated Learning
403. CVPR 2024Flexible Biometrics Recognition: Bridging the Multimodality Gap through Attention Alignment and Prompt Tuning
404. CVPR 2024FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects
405. CVPR 2024FREE: Faster and Better Data-Free Meta-Learning
406. CVPR 2024From a Bird's Eye View to See: Joint Camera and Subject Registration without the Camera Calibration
407. CVPR 2024From Variance to Veracity: Unbundling and Mitigating Gradient Variance in Differentiable Bundle Adjustment Layers
408. CVPR 2024Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching
409. CVPR 2024GenHowTo: Learning to Generate Actions and State Transformations from Instructional Videos
410. CVPR 2024GeoReF: Geometric Alignment Across Shape Variation for Category-level Object Pose Refinement
411. CVPR 2024Gradient Alignment for Cross-Domain Face Anti-Spoofing
412. CVPR 2024Gradient Reweighting: Towards Imbalanced Class-Incremental Learning
413. CVPR 2024High-Quality Facial Geometry and Appearance Capture at Home
414. CVPR 2024Hyper-MD: Mesh Denoising with Customized Parameters Aware of Noise Intensity and Geometric Characteristics
415. CVPR 2024Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment
416. CVPR 2024Improving Spectral Snapshot Reconstruction with Spectral-Spatial Rectification
417. CVPR 2024Incremental Nuclei Segmentation from Histopathological Images via Future-class Awareness and Compatibility-inspired Distillation
418. CVPR 2024Infrared Small Target Detection with Scale and Location Sensitivity
419. CVPR 2024Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment
420. CVPR 2024KP-RED: Exploiting Semantic Keypoints for Joint 3D Shape Retrieval and Deformation
421. CVPR 2024Leak and Learn: An Attacker's Cookbook to Train Using Leaked Data from Federated Learning
422. CVPR 2024Learning to Predict Activity Progress by Self-Supervised Video Alignment
423. CVPR 2024Linguistic-Aware Patch Slimming Framework for Fine-grained Cross-Modal Alignment
424. CVPR 2024Localization Is All You Evaluate: Data Leakage in Online Mapping Datasets and How to Fix It
425. CVPR 2024Looking 3D: Anomaly Detection with 2D-3D Alignment
426. CVPR 2024ManiFPT: Defining and Analyzing Fingerprints of Generative Models
427. CVPR 2024MCNet: Rethinking the Core Ingredients for Accurate and Efficient Homography Estimation
428. CVPR 2024MemFlow: Optical Flow Estimation and Prediction with Memory
429. CVPR 2024Memory-Scalable and Simplified Functional Map Learning
430. CVPR 2024MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning
431. CVPR 2024Mocap Everyone Everywhere: Lightweight Motion Capture With Smartwatches and a Head-Mounted Camera
432. CVPR 2024Motion Diversification Networks
433. CVPR 2024MRFS: Mutually Reinforcing Image Fusion and Segmentation
434. CVPR 2024Multi-Modal Hallucination Control by Visual Information Grounding
435. CVPR 2024Neural Implicit Morphing of Face Images
436. CVPR 2024Non-Rigid Structure-from-Motion: Temporally-Smooth Procrustean Alignment and Spatially-Variant Deformation Modeling
437. CVPR 2024OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation
438. CVPR 2024ODM: A Text-Image Further Alignment Pre-training Approach for Scene Text Detection and Spotting
439. CVPR 2024OmniSDF: Scene Reconstruction using Omnidirectional Signed Distance Functions and Adaptive Binoctrees
440. CVPR 2024On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm
441. CVPR 2024Online Task-Free Continual Generative and Discriminative Learning via Dynamic Cluster Memory
442. CVPR 2024OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning
443. CVPR 2024Paint-it: Text-to-Texture Synthesis via Deep Convolutional Texture Map Optimization and Physically-Based Rendering
444. CVPR 2024PairDETR : Joint Detection and Association of Human Bodies and Faces
445. CVPR 2024Perceptual Assessment and Optimization of HDR Image Rendering
446. CVPR 2024PIA: Your Personalized Image Animator via Plug-and-Play Modules in Text-to-Image Models
447. CVPR 2024PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks
448. CVPR 2024Producing and Leveraging Online Map Uncertainty in Trajectory Prediction
449. CVPR 2024Puff-Net: Efficient Style Transfer with Pure Content and Style Feature Fusion Network
450. CVPR 2024Purified and Unified Steganographic Network

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.