DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models | Paper Citation Record

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Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis cites this paper.

Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 31

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Image Regeneration: Evaluating Text-to-Image Model via Generating Identical Image with Multimodal Large Language Models cites this paper.

Image Regeneration: Evaluating Text-to-Image Model via Generating Identical Image with Multimodal Large Language Models DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 33

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Visual question answering based evaluation metrics for text-to-image generation cites this paper.

Visual question answering based evaluation metrics for text-to-image generation DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

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ComfyGI: Automatic Improvement of Image Generation Workflows cites this paper.

ComfyGI: Automatic Improvement of Image Generation Workflows DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 37

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Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward cites this paper.

Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 77

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DiffServe: Efficiently Serving Text-to-Image Diffusion Models with Query-Aware Model Scaling cites this paper.

DiffServe: Efficiently Serving Text-to-Image Diffusion Models with Query-Aware Model Scaling DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 48

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Omegance: A Single Parameter for Various Granularities in Diffusion-Based Synthesis cites this paper.

Omegance: A Single Parameter for Various Granularities in Diffusion-Based Synthesis DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 43

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The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis cites this paper.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 45

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Artificial Intelligence Policy Framework for Institutions cites this paper.

Artificial Intelligence Policy Framework for Institutions DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 19

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Detecting Facial Image Manipulations with Multi-Layer CNN Models cites this paper.

Detecting Facial Image Manipulations with Multi-Layer CNN Models DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 17

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FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models cites this paper.

FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 32

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The Art of Deception: Color Visual Illusions and Diffusion Models cites this paper.

The Art of Deception: Color Visual Illusions and Diffusion Models DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 51

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VersaGen: Unleashing Versatile Visual Control for Text-to-Image Synthesis cites this paper.

VersaGen: Unleashing Versatile Visual Control for Text-to-Image Synthesis DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 49

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Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization cites this paper.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 19

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Prompt-A-Video: Prompt Your Video Diffusion Model via Preference-Aligned LLM cites this paper.

Prompt-A-Video: Prompt Your Video Diffusion Model via Preference-Aligned LLM DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 44

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Align Anything: Training All-Modality Models to Follow Instructions with Language Feedback cites this paper.

Align Anything: Training All-Modality Models to Follow Instructions with Language Feedback DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 106

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Data-Free Group-Wise Fully Quantized Winograd Convolution via Learnable Scales cites this paper.

Data-Free Group-Wise Fully Quantized Winograd Convolution via Learnable Scales DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 44

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EliGen: Entity-Level Controlled Image Generation with Regional Attention cites this paper.

EliGen: Entity-Level Controlled Image Generation with Regional Attention DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 30

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Multimodal LLMs Can Reason about Aesthetics in Zero-Shot cites this paper.

Multimodal LLMs Can Reason about Aesthetics in Zero-Shot DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 95

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T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation cites this paper.

T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 80

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SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches cites this paper.

SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 66

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DejAIvu: Identifying and Explaining AI Art on the Web in Real-Time with Saliency Maps cites this paper.

DejAIvu: Identifying and Explaining AI Art on the Web in Real-Time with Saliency Maps DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 29

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Toward Generalizable Forgery Detection and Reasoning cites this paper.

Toward Generalizable Forgery Detection and Reasoning DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 54

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Exploring Language Patterns of Prompts in Text-to-Image Generation and Their Impact on Visual Diversity cites this paper.

Exploring Language Patterns of Prompts in Text-to-Image Generation and Their Impact on Visual Diversity DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 51

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GIFDL: Generated Image Fluctuation Distortion Learning for Enhancing Steganographic Security cites this paper.

GIFDL: Generated Image Fluctuation Distortion Learning for Enhancing Steganographic Security DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 48

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Nexus-Gen: Unified Image Understanding, Generation, and Editing via Prefilled Autoregression in Shared Embedding Space cites this paper.

Nexus-Gen: Unified Image Understanding, Generation, and Editing via Prefilled Autoregression in Shared Embedding Space DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 45

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Towards Self-Improvement of Diffusion Models via Group Preference Optimization cites this paper.

Towards Self-Improvement of Diffusion Models via Group Preference Optimization DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 47

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NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment cites this paper.

NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 55

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Slot-MLLM: Object-Centric Visual Tokenization for Multimodal LLM cites this paper.

Slot-MLLM: Object-Centric Visual Tokenization for Multimodal LLM DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 72

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SEED: A Benchmark Dataset for Sequential Facial Attribute Editing with Diffusion Models cites this paper.

SEED: A Benchmark Dataset for Sequential Facial Attribute Editing with Diffusion Models DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 52

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Observation 5b8bffbe-9c0b-4738-9a2d-0632d18acfc2 · inbound

Ambient Diffusion Omni: Training Good Models with Bad Data cites this paper.

Ambient Diffusion Omni: Training Good Models with Bad Data DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 68

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Cost-Aware Routing for Efficient Text-To-Image Generation cites this paper.

Cost-Aware Routing for Efficient Text-To-Image Generation DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 25

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Instella-T2I: Pushing the Limits of 1D Discrete Latent Space Image Generation cites this paper.

Instella-T2I: Pushing the Limits of 1D Discrete Latent Space Image Generation DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 22

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4KAgent: Agentic Any Image to 4K Super-Resolution cites this paper.

4KAgent: Agentic Any Image to 4K Super-Resolution DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 206

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Guiding Noisy Label Conditional Diffusion Models with Score-based Discriminator Correction cites this paper.

Guiding Noisy Label Conditional Diffusion Models with Score-based Discriminator Correction DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 50

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Understanding and evaluating computer vision models through the lens of counterfactuals cites this paper.

Understanding and evaluating computer vision models through the lens of counterfactuals DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 206

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Directly Aligning the Full Diffusion Trajectory with Fine-Grained Human Preference cites this paper.

Directly Aligning the Full Diffusion Trajectory with Fine-Grained Human Preference DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 31

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Semantic Watermarking Reinvented: Enhancing Robustness and Generation Quality with Fourier Integrity cites this paper.

Semantic Watermarking Reinvented: Enhancing Robustness and Generation Quality with Fourier Integrity DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 46

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Maestro: Self-Improving Text-to-Image Generation via Agent Orchestration cites this paper.

Maestro: Self-Improving Text-to-Image Generation via Agent Orchestration DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 33

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Deepfakes: we need to re-think the concept of "real" images cites this paper.

Deepfakes: we need to re-think the concept of "real" images DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 44

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Observation 33ceb83b-e083-4c13-b0c7-7f8ed52d7f18 · inbound

TetriServe: Efficiently Serving Mixed DiT Workloads cites this paper.

TetriServe: Efficiently Serving Mixed DiT Workloads DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 32

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Observation b0fc9be0-54fb-4be2-be4f-461923c0b389 · inbound

Elastic ViTs from Pretrained Models without Retraining cites this paper.

Elastic ViTs from Pretrained Models without Retraining DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 72

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Observation 58d6f61a-e0bd-46af-9424-d0c9d62b871a · inbound

Direct Diffusion Score Preference Optimization via Stepwise Contrastive Policy-Pair Supervision cites this paper.

Direct Diffusion Score Preference Optimization via Stepwise Contrastive Policy-Pair Supervision DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 53

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Observation 79fbff65-8d39-4c6a-88fe-002bc5737063 · inbound

VASR: Variance-Aware Systematic Resampling for Reward-Guided Diffusion cites this paper.

VASR: Variance-Aware Systematic Resampling for Reward-Guided Diffusion DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T05:26:00.435211Z

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Observation 92a19414-1766-4df8-a470-c1cd2d9ae5d1 · inbound

VASR: Variance-Aware Systematic Resampling for Reward-Guided Diffusion cites this paper.

VASR: Variance-Aware Systematic Resampling for Reward-Guided Diffusion DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T01:52:06.606263Z

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Observation 27a13511-0b00-4068-9168-de1bb45f6b09 · inbound

SEED: A Large-Scale Benchmark for Provenance Tracing in Sequential Deepfake Facial Edits cites this paper.

SEED: A Large-Scale Benchmark for Provenance Tracing in Sequential Deepfake Facial Edits DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:11:00.541626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5e2ced89-a707-4121-9921-4fdc690c13b5 · inbound

Beyond Prompts: Unconditional 3D Inversion for Out-of-Distribution Shapes cites this paper.

Beyond Prompts: Unconditional 3D Inversion for Out-of-Distribution Shapes DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:40:18.802181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d51a019d-c88f-460f-a2a3-9c03f5576945 · inbound

Beyond Prompts: Unconditional 3D Inversion for Out-of-Distribution Shapes cites this paper.

Beyond Prompts: Unconditional 3D Inversion for Out-of-Distribution Shapes DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 37

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Observation faa5d766-d7c0-4ea0-913a-a12597524570 · inbound

ACPO: Anchor-Constrained Perceptual Optimization for Diffusion Models with No-Reference Quality Guidance cites this paper.

ACPO: Anchor-Constrained Perceptual Optimization for Diffusion Models with No-Reference Quality Guidance DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:41:25.641374Z

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Observation 2cd1b03b-ffda-4423-8935-7ffa79bbc0c6 · inbound

LoRA-Key: User-Centric LoRA Watermarking for Text-to-Image Diffusion Models cites this paper.

LoRA-Key: User-Centric LoRA Watermarking for Text-to-Image Diffusion Models DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:33:31.019473Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a4caea79-f1dc-4883-9655-ba052c1fe071 · inbound

OctoT2I: A Self-Evolving Agentic Text-to-Image Router cites this paper.

OctoT2I: A Self-Evolving Agentic Text-to-Image Router DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 49

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T23:26:22.462702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5dd38ff5-1e0a-4eaf-bf81-14634dcfd174 · inbound

Gender Artifacts from Art History to Text-to-Image Generation cites this paper.

Gender Artifacts from Art History to Text-to-Image Generation DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-07-02T12:16:57.168940Z

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Observation 7abfc792-17cd-4250-8c86-9c361cade2ee · inbound

Semantic Browsing: Controllable Diversity for Image Generation cites this paper.

Semantic Browsing: Controllable Diversity for Image Generation DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 185

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:09:45.493993Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e4ebd6af-8038-4d58-8164-b2dffbdd5080 · inbound

Attention Dynamics in Diffusion Models: A Visual Analytics Framework for Human-AI Collaboration cites this paper.

Attention Dynamics in Diffusion Models: A Visual Analytics Framework for Human-AI Collaboration DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-12T10:51:00.442440Z

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Unavailable: canonical work link unavailable.

Observation 52404599-3217-4f39-8407-1a85fe98f66f · inbound

Navigating the Open-Source Model Ecosystem: An Empirical Study of Creator Practices in Artistic Image Generation cites this paper.

Navigating the Open-Source Model Ecosystem: An Empirical Study of Creator Practices in Artistic Image Generation DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-14T10:58:56.777252Z

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Unavailable: canonical work link unavailable.

Observation 98fbe156-1f43-4dc7-b658-cfcbd460177c · inbound

KroQuant: Kronecker-Structured Block Transforms for Efficient Post-Training Quantization of Diffusion Transformers cites this paper.

KroQuant: Kronecker-Structured Block Transforms for Efficient Post-Training Quantization of Diffusion Transformers DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T07:32:22.621321Z

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Observation 241528e2-3e44-46f6-b779-f58ec4a13e7e · inbound

Argus-Unified: Towards A Compact and Economical Unified Model for Image Understanding and Generation cites this paper.

Argus-Unified: Towards A Compact and Economical Unified Model for Image Understanding and Generation DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-01T02:14:09.776624Z

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Observation 39afcd9d-16a3-42bd-bb5f-b0661ccce81a · inbound

DeepFreqMark: End-To-End Learnable Frequency-Domain Watermarking with Spherical Attack Simulation for Latent Diffusion Models cites this paper.

DeepFreqMark: End-To-End Learnable Frequency-Domain Watermarking with Spherical Attack Simulation for Latent Diffusion Models DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:46.404130Z

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