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

875 papers, page 2 of 18

51. CVPR 2024Hyper-MD: Mesh Denoising with Customized Parameters Aware of Noise Intensity and Geometric Characteristics
52. CVPR 2024Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment
53. CVPR 2024Improving Spectral Snapshot Reconstruction with Spectral-Spatial Rectification
54. CVPR 2024Incremental Nuclei Segmentation from Histopathological Images via Future-class Awareness and Compatibility-inspired Distillation
55. CVPR 2024Infrared Small Target Detection with Scale and Location Sensitivity
56. CVPR 2024Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment
57. CVPR 2024KP-RED: Exploiting Semantic Keypoints for Joint 3D Shape Retrieval and Deformation
58. CVPR 2024Leak and Learn: An Attacker's Cookbook to Train Using Leaked Data from Federated Learning
59. CVPR 2024Learning to Predict Activity Progress by Self-Supervised Video Alignment
60. CVPR 2024Linguistic-Aware Patch Slimming Framework for Fine-grained Cross-Modal Alignment
61. CVPR 2024Localization Is All You Evaluate: Data Leakage in Online Mapping Datasets and How to Fix It
62. CVPR 2024Looking 3D: Anomaly Detection with 2D-3D Alignment
63. CVPR 2024ManiFPT: Defining and Analyzing Fingerprints of Generative Models
64. CVPR 2024MCNet: Rethinking the Core Ingredients for Accurate and Efficient Homography Estimation
65. CVPR 2024MemFlow: Optical Flow Estimation and Prediction with Memory
66. CVPR 2024Memory-Scalable and Simplified Functional Map Learning
67. CVPR 2024MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning
68. CVPR 2024Mocap Everyone Everywhere: Lightweight Motion Capture With Smartwatches and a Head-Mounted Camera
69. CVPR 2024Motion Diversification Networks
70. CVPR 2024MRFS: Mutually Reinforcing Image Fusion and Segmentation
71. CVPR 2024Multi-Modal Hallucination Control by Visual Information Grounding
72. CVPR 2024Neural Implicit Morphing of Face Images
73. CVPR 2024Non-Rigid Structure-from-Motion: Temporally-Smooth Procrustean Alignment and Spatially-Variant Deformation Modeling
74. CVPR 2024OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation
75. CVPR 2024ODM: A Text-Image Further Alignment Pre-training Approach for Scene Text Detection and Spotting
76. CVPR 2024OmniSDF: Scene Reconstruction using Omnidirectional Signed Distance Functions and Adaptive Binoctrees
77. CVPR 2024On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm
78. CVPR 2024Online Task-Free Continual Generative and Discriminative Learning via Dynamic Cluster Memory
79. CVPR 2024OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning
80. CVPR 2024Paint-it: Text-to-Texture Synthesis via Deep Convolutional Texture Map Optimization and Physically-Based Rendering
81. CVPR 2024PairDETR : Joint Detection and Association of Human Bodies and Faces
82. CVPR 2024Perceptual Assessment and Optimization of HDR Image Rendering
83. CVPR 2024PIA: Your Personalized Image Animator via Plug-and-Play Modules in Text-to-Image Models
84. CVPR 2024PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks
85. CVPR 2024Producing and Leveraging Online Map Uncertainty in Trajectory Prediction
86. CVPR 2024Puff-Net: Efficient Style Transfer with Pure Content and Style Feature Fusion Network
87. CVPR 2024Purified and Unified Steganographic Network
88. CVPR 2024Real-time Acquisition and Reconstruction of Dynamic Volumes with Neural Structured Illumination
89. CVPR 2024Relightable and Animatable Neural Avatar from Sparse-View Video
90. CVPR 2024Rethinking Generalizable Face Anti-spoofing via Hierarchical Prototype-guided Distribution Refinement in Hyperbolic Space
91. CVPR 2024RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
92. CVPR 2024Robust Distillation via Untargeted and Targeted Intermediate Adversarial Samples
93. CVPR 2024See Say and Segment: Teaching LMMs to Overcome False Premises
94. CVPR 2024Segment and Caption Anything
95. CVPR 2024Semantic Shield: Defending Vision-Language Models Against Backdooring and Poisoning via Fine-grained Knowledge Alignment
96. CVPR 2024SG-PGM: Partial Graph Matching Network with Semantic Geometric Fusion for 3D Scene Graph Alignment and Its Downstream Tasks
97. CVPR 2024SHINOBI: Shape and Illumination using Neural Object Decomposition via BRDF Optimization In-the-wild
98. CVPR 2024Siamese Learning with Joint Alignment and Regression for Weakly-Supervised Video Paragraph Grounding
99. CVPR 2024Small Steps and Level Sets: Fitting Neural Surface Models with Point Guidance
100. CVPR 2024Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation

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.