Prompts for publication-quality research figures
Browse 200+ curated prompts for transformer architectures, training pipelines, statistical charts, mechanism diagrams and more — copy, tweak, generate.
214 prompts
How to write a great prompt
The highest-rated prompts share four ingredients. Lead with the goal, list the components, lock the layout, then specify the style.
1. Goal
One sentence telling the model exactly what figure to produce. Keep it under 25 words.
2. Components
Bullet the modules, stages, data series or molecules to include — generators reproduce labels word for word.
3. Layout
Pick one orientation (left-to-right, top-down, 2x2 grid, radial) and stick to it; mixed layouts confuse the model.
4. Style
Specify palette, typography, target venue (NeurIPS, Nature, IEEE) and any preservation rules for image-to-image edits.
Frequently asked questions
Browse all prompt examples
Direct links to every category and featured prompt.
Text to Figure
- PINN Framework Pipeline for Microscopy Data
- DP-FTRL Privacy Amplification Analysis — Conference Poster
- NC-TTT: Noise-Contrastive Test-Time Training Poster
- Pref-CTRL: Value Function Training Overview
- CROTTC-IF Architecture Overview
- RC-RAG: Paraphrase-Guided RAG for Relation Completion
- gMatch Method Overview
- CinDM: Compositional Inverse Design Poster
- MOMENTA Architecture: Pipeline and Optimization
- Pose-Guided Person Image Synthesis — CVPR 2024 Poster
- ResAD: Class-Generalizable Anomaly Detection Poster
- PRISM Framework: Multimodal Sentiment Overview
- FastGen: Adaptive KV Cache Compression for LLMs
- SurroundSDF: Vision-Centric 3D Scene Poster
- ProDock Docking Workflow Overview
- Implicit Variant Architecture with InternVL3 and LoRA
- Lateral-Axial Factorization Architecture
- EigenVI: Score-Based Variational Inference Poster
- Leverage SHAP: Shapley Values via Leverage Sampling
- DEPT: Decoupling Embeddings from Transformers — ICLR Poster
- HistDiT: Transformer Diffusion Architecture for Histology
- DAS: Diffusion Alignment as Sampling Poster
- MindBridge: Cross-Subject Brain Decoding Poster
- Relative Camera Pose Estimation via SDP Relaxation
- Fourier Latent Dynamics for Motion Learning — Poster
- CausalRivers: Causal Discovery Benchmark Poster
- Neural Fields Scaling Laws Across Tasks — Poster
- Proposed Framework Overview
- Readout Guidance for Diffusion Control — Poster
- PASR Architecture for 3D Shape Pose Retrieval
- Sketch Animation Pipeline from Text — Poster
- Muscle-Driven Piano Playing System Overview
- MASA: Label-Free Any-Object Tracking — Poster
- HydraLoRA Asymmetric Fine-Tuning Method — Poster
- DEADiff Diffusion for Stylized Generation — Poster
- Unsupervised 3D Occupancy Learning — Poster
- SemJudge HSG Visualization for Ink-Wash Art
- Counterfactual Randomization Sampling — Poster
- Molecular Property Prediction Survey Overview
- DFA Class Bias in Cross-Attention Layers
- Universal Pose Denoiser Transformer Architecture
- GFlowState Visualization Workflow Diagram
- HyPeR Framework for Audio Reasoning Overview
- VPSeg Vanishing-Point Video Segmentation — Poster
- PRDL 3D Face Reconstruction Method — Poster
- UniMODE Unified Monocular 3D Detection — Poster
- FlowVid Consistent Video-to-Video Synthesis — Poster
- MCSC Multimodal Context-to-Script Task Overview
- SocraticLM LLM Teaching Framework — Poster
- Overlapping Genes Coding Constraints Schematic
- GOPSA EEG Domain Adaptation Method — Poster
- ObyGaze12 Visual Objectification in Films — Poster
- Urban Dynamic Scene 3D Gaussians — Poster
- Neural Diffusion for Syntax-Tree Synthesis — Poster
- CLARITY Framework Overview with Rule and LLM Components
- SLLM Training with Bias Word Position Tag Prediction
- Reasoning-Augmented Occupation Prediction Framework
- D-Persona Medical Image Segmentation — Poster
- JKO Scheme for Learning Diffusion Processes — Poster
- Selective Learning Framework Pipeline Overview
- VARIANT Web Server for Viral Mutation Analysis
- LOKI Synthetic Data Detection Benchmark — Poster
- MCR-RNNT Dual-Mode Unified Transducer Training
- JudgeLM Fine-Tuning LLMs as Scalable Judges — Poster
- DLM4G Graph-Conditioned Diffusion Language Framework
- Multi-Grained Video Anomaly Detection — CVPR Poster
- Hammer Function-Calling Models with Masking — Poster
- GROOT Self-Supervised Pre-Training in Minecraft — Poster
- EEG Stop-Signal Task Classification Pipeline
- GeoLink 3D Structure Anchors for Cross-View Geo-Localization
- MDP Sample Complexity Bounds — NeurIPS Poster
- OmniMouse Unified Neural Forecasting Architecture
- Long-Term 3D Dynamics Parsing Pipeline — Poster
- FoL++ Visual Place Recognition Training Pipeline
- Watermarking Makes Language Models Radioactive — Poster
- ArXivDoc LaTeX-Native Scientific Document Retrieval
- HumanGaussian Text-to-3D Human Generation — Poster
- E-SRResNet Super-Resolution Network Architecture
- Projector vs Phoneme Speech-Language Interfaces
- Joint 1-D and 2-D Audio Modeling Framework Schematic
- Dual-Glob Contrastive F0 Contour Framework
- Wonder3D Single-Image to 3D Diffusion — Poster
- SERE Semi-Supervised Dual-Path Architecture for CLSER
- LLM Pipeline for Deriving AV Driving Requirements
- MeshRet Skinned Motion Retargeting — Poster
- CFAT Triangular-Attention Super-Resolution — Poster
- LucidDreamer Text-to-3D with ISM — Poster
- Human Expertise in Algorithmic Prediction — Poster
- Uncertainty Feedback Loop for Camera Pose Precision
- SNAN Spiking Neuron-Astrocyte Grid Navigation Model
- SUE Spatial Uncertainty for Visual Place Recognition
- SeaEvo Evolutionary Loop Framework Overview
- ROSE Scoring Cascade Workflow
- IAM-CL2R Compatible Learning Framework — Poster
- MILLET Interpretable Time Series Classifier — Poster
- Overall Model Architecture Overview
- Multi-Agent Adversarial Synthesis and Defense Pipeline
- AudioHijack Attack Framework
- Pangea Unified Semantic Space for Actions — Poster
- ProciGen Template-Free HOI Reconstruction Poster
- MVFA Visual Feature Adaptation for Medical Anomaly Detection
- Bayesian Model of Haptic Stimulus Perception
- Snap Video Text-to-Video Generation Poster
- LORS Method for Efficient Network Stacking Poster
- ArbGraph Credibility Arbitration Framework Overview
- Total Selfie Full-Body Selfie Generation Poster
- NTK Surrogate Models for Explaining Neural Networks
- RaTA-Tool Multimodal Tool Retrieval Pipeline
- Social Reward Image Scoring Model Poster
- DSPO Score-Matching Alignment for Diffusion Models
- CS-ARM-BN Meta-Learning Method and Comparison
- Tuning Frequency Bias in State Space Models Poster
- Mathematical Framework for Platelet Plug Coagulation
- Sema Token-Based Speech Coding Architecture Comparison
- Hi-WM Human-in-the-World-Model Pipeline
- Document Agentic RAG Workflow Overview
- Behavior Understanding Alignment (BUA) Framework
- Overview of Different Types of Generative Models
- SurFITR MLLM Tampering Generation Pipeline
- Mapping Deep Networks to Human Visual Brain Poster
- TeMuDance Text and Music Driven Dance Generation
- Neologism Learning Study Design Overview for NNS Writers
- Any2Graph: Supervised Graph Prediction Poster
- NASNet Search Space: Repeated Cell Stack Architecture
- Self-Supervised Learning Task Construction Summary
- Compressive Transformer Memory Slots for Long Context
- Vanilla Transformer vs Transformer-XL Training Comparison
- NAS Cell Blocks and Per-Step Operation Decisions
- GPipe Pipeline Parallelism with Microbatches
- LLM.int8() Mixed-Precision Decompositions
- How DeceptionNet Works: Domain Randomization Overview
- Unsupervised Data Generation (UDG) Framework Overview
- SimOpt Framework Overview for Sim-to-Real Transfer
- SAFE for Long-Form LLM Factuality Evaluation
- How to Build Toolformer: Tool-Use Training Pipeline
- Vanilla Transformer Model Architecture
- Reflexion Framework Illustration for LLM Agents
- Two-Stage Bootstrap Toxicity Classifier on Reddit Data
- VAAL: Variational Adversarial Active Learning
- Perspective API Toxicity Scores Overview
- How Algorithm Distillation (AD) Works
- Meta-Learning System: Supervisory and Subordinate RNNs
- Meta-RL with Outer and Inner Optimization Loops
Sketch to Figure
- 5G-Based Real-Time 2D Human Pose Recognition Prototype
- Clarifier Framework for Multimodal Ambiguous Queries
- LiteGE: Shape Descriptor Creation Process
- SSL Representation: Skill Artifact Structuring Overview
- Generative Classifiers for Image and Text Tasks
- GenieReasoner: Unified Embodied Reasoning and Control
- GeoBench Overview: Verified Geometry Reasoning Tasks
- Sync-LoRA Overview for Video Editing Propagation
- Reference-Guided Clustering for Efficient Training
- Conditional Likelihood for Image Detection
- CNSight LLM Pipeline for Clinical Note Sections
- CAMP-VQA Quality-Aware Captioning for Video Quality
- Categorization of Object Tracking Methods
- DINOv2 Resolution-Prediction Network Overview
- CAGenMol Condition-Aware Molecule Diffusion Overview
- Zero-Shot Learning-Based Data Splitting Strategy
- UltraShape 1.0 VAE Pipeline Overview
- FitControler Fit-Aware Virtual Try-On Pipeline
- TIPPo Framework Overview
- BatteryAgent Three-Layer Diagnosis Framework
- Language-Embedded 3D Gaussians for Large-Scale Scenes
- DART and DRIFT Diffusion Priors for MRI and 4D-STEM
- MultiDx Overall Architecture
- PoseFM Flow-Based Camera Pose Estimation Framework
- Object-Aware 2D Gaussian Splatting Pipeline Overview
- IK-GAT Kinematic Graph Attention Architecture
- LVLM vs LLM Instruction-Following Ability Gap
- Three-Level vs Fixed Encryption Strategy Comparison
- VistaBot Architecture for 4D Geometry and Policy Execution
- AV-Dialog Audio-Visual Turn-Taking Overview
- SkinGPT-4 System Design and Interactive Diagnosis
- DiffHDR Framework for LDR-to-HDR Video Reconstruction
- MINT-Bench Taxonomy and Evaluation Pipeline Overview
- AICoFe System Classroom Peer Assessment Setup
- Holistic Cognitive Development (HCD) Framework
Key Elements
- GR-Dexter: Dexterous Long-Horizon Task Learning
- NIRNL Framework: CMP and NIR Module Overview
- NeuroSym-BO: Bayesian Optimization Closed Loop
- INR-Based STEM Tomographic Reconstruction Overview
- Spatial Intelligence Pre-Training Survey Structure
- Proposed Method Framework Illustration
- Robotic Tactile Sensing System for Fabric Quality
- PianoFlow Model Architecture with Control Inputs
- Sensory Source Filter and Transform Pipeline
- ARCAS AR Headset and LiDAR Positioning System
- LSRE Latent World Model for Semantic Risk Estimation
- FrameDiffuser Architecture with Dual Conditioning
- CREPES-X Robocentric Relative State Estimation System
- SimPhony Photonic Cross-Layer Co-Exploration Framework
- Mimic2DM View-Agnostic 2D Motion Tracking Pipeline
- Promptable Multi-Granularity Image-Text Embeddings
- vMDM Motion Representation Diffusion Framework
- Methodology for Training Language Model Forecasters
- Multimodal Fusion Framework for Remote Sensing
- Three-Module Perception, Decision, and Authority System
- JEPA-WM World Model Training and Planning Pipeline
- Multi-View Material Reconstruction Pipeline With 3DGS
- HaineiFRDM Frame Restoration Training Pipeline
- LumiX Text-to-Intrinsic Map Generation Overview
- LouvreSAE Training and Inference Stages
- Embodied Manipulation Survey Overview
- SoulX-FlashTalk Performance Overview and Applications
Region Edit
- Geometric Style Transfer Method Overview
- Repository Generation Evaluation Design and Metrics
- HalluAudio Framework for LALM Hallucination Analysis
- TASU2 Framework Overview
- VulGD Dynamic Data Pipeline Workflow
- FacTool Framework for Multi-Task Factuality Evaluation
- Architectures for Modeling Multiple Annotator Labels
- Frozen Model Training and Testing Architecture
- Sequential CNN and Recurrent Cell Representations