Human-AI Collaboration papers, 2023–2026

Key findings

• Human-AI Collaboration went from 72 papers in 2023 to 96 in 2026, roughly 1.3x in three years.
• CVPR publishes the most Human-AI Collaboration work: 147 papers from 2023 to 2026, 40% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 0 in 2023 to 10 in 2026.
• Among the 5 topics under Education and HCI, it ranks #2 by 2026 paper count; the fastest grower in the group, User Modeling, is up 2.9x versus 1.3x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026Budgeting Discretion: Theory and Evidence on Street-Level Decision-Making
• ICML 2026Adaptively Grouped Contextual Bandits for Heterogeneous Human-AI Decision Making with Conformal Prediction Sets
• ICLR 2026AtC: Aggregate-then-Calibrate for Human-centered Assessment
• CVPR 2026BiPreManip Learning Affordance-Based Bimanual Preparatory Manipulation through Anticipatory Collaboration
• NeurIPS 2025Cascaded Language Models for Cost-Effective Human–AI Decision-Making
• ICML 2025Position: When Incentives Backfire, Data Stops Being Human
• ICLR 2025DeLLMa: Decision Making Under Uncertainty with Large Language Models
• CVPR 2025A Focused Human Body Model for Accurate Anthropometric Measurements Extraction
• NeurIPS 2024Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations
• ICML 2024Conformal Prediction Sets Improve Human Decision Making
• ICLR 2024Does Writing with Language Models Reduce Content Diversity?
• CVPR 2024Decentralized Directed Collaboration for Personalized Federated Learning
• NeurIPS 2023Alexa Arena: A User-Centric Interactive Platform for Embodied AI
• ICML 2023Bigger, Better, Faster: Human-level Atari with human-level efficiency
• ICLR 2023Beyond calibration: estimating the grouping loss of modern neural networks
• CVPR 20233D Human Keypoints Estimation From Point Clouds in the Wild Without Human Labels
• NeurIPS 2026HuPER: A Human-Inspired Framework for Phonetic Perception
• ICML 2026Controlled Collaboration Geometry for Personalized Federated Learning
• ICLR 2026Conformalized Decision Risk Assessment
• CVPR 2026EgoPoseFormer v2 Accurate Egocentric Human Motion Estimation for ARVR

All Human-AI Collaboration papers

365 papers, page 7 of 8

301. CVPR 2023Blowing in the Wind: CycleNet for Human Cinemagraphs From Still Images
302. CVPR 2023Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary
303. CVPR 2023Category Query Learning for Human-Object Interaction Classification
304. CVPR 2023Clothed Human Performance Capture With a Double-Layer Neural Radiance Fields
305. CVPR 2023Complete 3D Human Reconstruction From a Single Incomplete Image
306. CVPR 2023DeFeeNet: Consecutive 3D Human Motion Prediction With Deviation Feedback
307. CVPR 2023Deformable Mesh Transformer for 3D Human Mesh Recovery
308. CVPR 2023Detecting Human-Object Contact in Images
309. CVPR 2023DIFu: Depth-Guided Implicit Function for Clothed Human Reconstruction
310. CVPR 2023DyLiN: Making Light Field Networks Dynamic
311. CVPR 2023FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER
312. CVPR 2023Generating Human Motion From Textual Descriptions With Discrete Representations
313. CVPR 2023GFPose: Learning 3D Human Pose Prior With Gradient Fields
314. CVPR 2023Hi4D: 4D Instance Segmentation of Close Human Interaction
315. CVPR 2023High-Fidelity 3D Human Digitization From Single 2K Resolution Images
316. CVPR 2023Human Pose As Compositional Tokens
317. CVPR 2023Human Pose Estimation in Extremely Low-Light Conditions
318. CVPR 2023HumanGen: Generating Human Radiance Fields With Explicit Priors
319. CVPR 2023Humans As Light Bulbs: 3D Human Reconstruction From Thermal Reflection
320. CVPR 2023Learning Analytical Posterior Probability for Human Mesh Recovery
321. CVPR 2023Learning Human Mesh Recovery in 3D Scenes
322. CVPR 2023Listening Human Behavior: 3D Human Pose Estimation With Acoustic Signals
323. CVPR 2023Normal-Guided Garment UV Prediction for Human Re-Texturing
324. CVPR 2023PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation
325. CVPR 2023POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery
326. CVPR 2023Probing Sentiment-Oriented Pre-Training Inspired by Human Sentiment Perception Mechanism
327. CVPR 2023Relational Context Learning for Human-Object Interaction Detection
328. CVPR 2023Sampling Is Matter: Point-Guided 3D Human Mesh Reconstruction
329. CVPR 2023SeSDF: Self-Evolved Signed Distance Field for Implicit 3D Clothed Human Reconstruction
330. CVPR 2023Sketch2Saliency: Learning To Detect Salient Objects From Human Drawings
331. CVPR 2023SketchXAI: A First Look at Explainability for Human Sketches
332. CVPR 2023Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision
333. CVPR 2023UniHCP: A Unified Model for Human-Centric Perceptions
334. CVPR 2023VGFlow: Visibility Guided Flow Network for Human Reposing
335. CVPR 2023X-Avatar: Expressive Human Avatars
336. ICLR 2023Asymptotic Instance-Optimal Algorithms for Interactive Decision Making
337. ICLR 2023Beyond calibration: estimating the grouping loss of modern neural networks
338. ICLR 2023Calibrating the Rigged Lottery: Making All Tickets Reliable
339. ICLR 2023Human Motion Diffusion Model
340. ICLR 2023Learning Human-Compatible Representations for Case-Based Decision Support
341. ICLR 2023LiftedCL: Lifting Contrastive Learning for Human-Centric Perception
342. ICLR 2023MCAL: Minimum Cost Human-Machine Active Labeling
343. ICLR 2023Towards Interpretable Deep Reinforcement Learning with Human-Friendly Prototypes
344. ICML 2023Bigger, Better, Faster: Human-level Atari with human-level efficiency
345. ICML 2023ChiPFormer: Transferable Chip Placement via Offline Decision Transformer
346. ICML 2023Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling
347. ICML 2023Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making
348. ICML 2023FedDisco: Federated Learning with Discrepancy-Aware Collaboration
349. ICML 2023Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models
350. ICML 2023Optimizing the Collaboration Structure in Cross-Silo Federated Learning

FAQ

How many Human-AI Collaboration papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

365 in total: 72 in 2023, 116 in 2024, 81 in 2025, 96 in 2026.

How many Human-AI Collaboration papers are at NeurIPS 2026?

NeurIPS 2026 has 26 Human-AI Collaboration papers, versus 28 the year before.

How many Human-AI Collaboration papers are at ICLR 2026?

ICLR 2026 has 16 Human-AI Collaboration papers, versus 10 the year before.

How many Human-AI Collaboration papers are at ICML 2026?

ICML 2026 has 22 Human-AI Collaboration papers, versus 13 the year before.

How many Human-AI Collaboration papers are at CVPR 2026?

CVPR 2026 has 32 Human-AI Collaboration papers, versus 30 the year before.

Which conference publishes the most Human-AI Collaboration papers?

CVPR, with 147 papers from 2023 to 2026.