SOTAVerified

Text-to-Image Generation

The development of the brain's blood supply in an embryo involves a complex process with several stages. Initially, there is a network of connections between the carotid and basilar artery systems that usually disappear during development. However, in some cases, these connections remain, leading to variations in the adult cerebral circulation. Around the 24th day of embryonic life (at the 3 mm embryonic stage), the internal carotid arteries (ICA) emerge. They are formed from a combination of the 3rd branchial arch arteries and the distal segments of the paired dorsal aortae. The ICA initially provides all the blood needed by the developing brain. As the brain grows, particularly the occipital region, brainstem, and cerebellum, the blood supply from the ICA becomes insufficient, prompting the development of the posterior circulation. At this stage (4-5 mm embryonic stage), the posterior circulation, specifically the hindbrain, is supplied by two longitudinal neural arteries. These arteries receive blood from several temporary connections (anastomoses) with the ICA, including: Trigeminal artery (TA), Otic artery (OA), Hypoglossal artery (HA), Proatlantal artery (ProA). These carotid-vertebrobasilar anastomoses act as temporary bridges, providing blood flow to the developing posterior circulation until the vertebral arteries (VA) and the basilar artery (BA) are fully formed.6

The BA forms between the 5-8 mm stage by the fusion of the longitudinal neural arteries. As the posterior communicating artery develops and connects with the distal BA, the TA, OA, and HA typically regress. Unlike the TA, OA, and HA, the ProA persists until the VA are fully developed. A segment of the ProA becomes incorporated into the V3 segment of the VA and the distal portions of the occipital artery. The VA develop between the 7-12 mm stage from transverse connections between cervical intersegmental arteries, starting with the ProA and progressing downwards to the 6th intersegmental artery. This 6th intersegmental artery eventually forms the origin of the adult VA from the subclavian artery. 7-8

Persistence of the HA into adulthood, the focus of this discussion, is a rare occurrence. It is the second most common persistent carotid-vertebrobasilar anastomosis, following the persistent trigeminal artery. The failure of the HA to regress during embryological development leads to PPHA. This condition can impact the normal blood flow dynamics in the brain and, in certain cases, can be associated with cerebrovascular issues like aneurysms or ischemic events.

Papers

Showing 551600 of 1085 papers

TitleStatusHype
Diverse and Tailored Image Generation for Zero-shot Multi-label Classification0
Diverse Diffusion: Enhancing Image Diversity in Text-to-Image Generation0
Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images0
Divide and Conquer: Language Models can Plan and Self-Correct for Compositional Text-to-Image Generation0
DOCCI: Descriptions of Connected and Contrasting Images0
Do DALL-E and Flamingo Understand Each Other?0
Don't Forget your Inverse DDIM for Image Editing0
Draft-and-Revise: Effective Image Generation with Contextual RQ-Transformer0
DreamArtist++: Controllable One-Shot Text-to-Image Generation via Positive-Negative Adapter0
DreamCom: Finetuning Text-guided Inpainting Model for Image Composition0
DreamScape: 3D Scene Creation via Gaussian Splatting joint Correlation Modeling0
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback0
DreamTuner: Single Image is Enough for Subject-Driven Generation0
DSE-GAN: Dynamic Semantic Evolution Generative Adversarial Network for Text-to-Image Generation0
DT2I: Dense Text-to-Image Generation from Region Descriptions0
DTGAN: Dual Attention Generative Adversarial Networks for Text-to-Image Generation0
DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training0
DynamicControl: Adaptive Condition Selection for Improved Text-to-Image Generation0
DynamicID: Zero-Shot Multi-ID Image Personalization with Flexible Facial Editability0
ECNet: Effective Controllable Text-to-Image Diffusion Models0
EdgeFusion: On-Device Text-to-Image Generation0
EditID: Training-Free Editable ID Customization for Text-to-Image Generation0
Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion0
Efficient Quantization Strategies for Latent Diffusion Models0
Efficient Scaling of Diffusion Transformers for Text-to-Image Generation0
Emage: Non-Autoregressive Text-to-Image Generation0
Emergence and Evolution of Interpretable Concepts in Diffusion Models0
Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds0
Entropy Rectifying Guidance for Diffusion and Flow Models0
ET3D: Efficient Text-to-3D Generation via Multi-View Distillation0
Evaluating Attribute Confusion in Fashion Text-to-Image Generation0
Evaluating Image Caption via Cycle-consistent Text-to-Image Generation0
A Survey on Quality Metrics for Text-to-Image Generation0
Evaluating the Capabilities of Multi-modal Reasoning Models with Synthetic Task Data0
Explore the Power of Synthetic Data on Few-shot Object Detection0
Exploring Language Patterns of Prompts in Text-to-Image Generation and Their Impact on Visual Diversity0
Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models0
Extreme Generative Image Compression by Learning Text Embedding from Diffusion Models0
Face0: Instantaneously Conditioning a Text-to-Image Model on a Face0
FaceChain-FACT: Face Adapter with Decoupled Training for Identity-preserved Personalization0
FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-shot Subject-Driven Generation0
Fair Generation without Unfair Distortions: Debiasing Text-to-Image Generation with Entanglement-Free Attention0
FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation0
FairT2I: Mitigating Social Bias in Text-to-Image Generation via Large Language Model-Assisted Detection and Attribute Rebalancing0
Fair Text-to-Image Diffusion via Fair Mapping0
Fast Personalized Text-to-Image Syntheses With Attention Injection0
Find Matching Faces Based On Face Parameters0
FineLIP: Extending CLIP's Reach via Fine-Grained Alignment with Longer Text Inputs0
FINEMATCH: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction0
FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models0
Show:102550
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1StackGAN-v1FID74.05Unverified
2StackGAN + OPFID55.3Unverified
3L-VerseFID45.8Unverified
4L-Verse-CCFID37.2Unverified
5AttnGAN (256 x 256)FID35.2Unverified
6AttnGAN + OPFID33.35Unverified
7DM-GANFID32.64Unverified
8DM-GAN + VICTRFID32.37Unverified
9Vanilla CM3FID29.5Unverified
10AttnGAN + VICTRFID29.26Unverified
#ModelMetricClaimedVerifiedStatus
1GAWWNFID67.22Unverified
2StackGAN-v1FID51.89Unverified
3AttnGAN+CLFID16.34Unverified
4StackGAN-v2FID15.3Unverified
5DM-GAN+CLFID14.38Unverified
6VQ-Diffusion-SFID12.97Unverified
7VQ-Diffusion-BFID11.94Unverified
8LafiteFID10.48Unverified
9VQ-Diffusion-FFID10.32Unverified
10RAT-GANFID10.21Unverified
#ModelMetricClaimedVerifiedStatus
1SD3.5-Medium+Flow-GRPOOverall0.95Unverified
2UniWorld-V1 (Rewrite)Overall0.84Unverified
3MindOmniOverall0.83Unverified
4UniWorld-V1Overall0.8Unverified
5MetaQuery-XL (Rewrite)Overall0.8Unverified
6Janus-Pro-7BOverall0.8Unverified
7SANA-1.5 4.8B (+ Inference Scaling)Overall0.8Unverified
8Show-o [xie2024show] PARM It. DPO PARMOverall0.77Unverified
9Show-o [xie2024show] Ft. ORM It. DPO Ft. ORMOverall0.75Unverified
10Janus-Pro-1BOverall0.73Unverified
#ModelMetricClaimedVerifiedStatus
1DFGANFID137.6Unverified
2DM-GANFID131.05Unverified
3AttnGANFID125.98Unverified
4ControlGANFID116.32Unverified
5TediGAN-AFID106.37Unverified
6TediGAN-BFID101.42Unverified
7Unite and ConquerFID26.09Unverified
8CorgiFID19.74Unverified
9LafiteFID12.54Unverified
10Swinv2-ImagenFID10.31Unverified
#ModelMetricClaimedVerifiedStatus
1LCM (Curriculum DPO)Aesthetics (Laion Aesthtetics Predictor)6.18Unverified
2LCM (DPO)Aesthetics (Laion Aesthtetics Predictor)6.04Unverified
3LCM (DDPO)Aesthetics (Laion Aesthtetics Predictor)6.01Unverified
4LCMAesthetics (Laion Aesthtetics Predictor)5.8Unverified
5Stable Diffusion 1.5 (Curriculum DPO)Aesthetics (Laion Aesthtetics Predictor)5.71Unverified
6Stable Diffusion 1.5 (DDPO)Aesthetics (Laion Aesthtetics Predictor)5.67Unverified
7Stable Diffusion 1.5 (DPO)Aesthetics (Laion Aesthtetics Predictor)5.62Unverified
8Stable Diffusion 1.5Aesthetics (Laion Aesthtetics Predictor)5.43Unverified
#ModelMetricClaimedVerifiedStatus
1StackGAN-v1FID55.28Unverified
2StackGAN-v2FID48.68Unverified
3RAT-GANFID16.04Unverified
4VQ-Diffusion-SFID14.95Unverified
5VQ-Diffusion-BFID14.88Unverified
6VQ-Diffusion-FFID14.1Unverified
7RAT-DiffusionFID9.52Unverified
8StackGANInception score3.2Unverified
#ModelMetricClaimedVerifiedStatus
1VQ-GANFID28.86Unverified
2Image-BARTFID22.61Unverified
3LDM-4FID17.01Unverified
4RQ-TransformerFID12.33Unverified
5Contextual RQ-TransformerFID9.8Unverified
#ModelMetricClaimedVerifiedStatus
1PartiFID7.23Unverified
2CM3Leon-7BFID4.88Unverified
3Parti FinetunedFID3.22Unverified
#ModelMetricClaimedVerifiedStatus
1TamingBlock-FID38.89Unverified
2MaskGITBlock-FID24.33Unverified
3NUWA-InfinityBlock-FID9.71Unverified
#ModelMetricClaimedVerifiedStatus
1Lumina-Image 2.0Overall87.2Unverified
2MetaQuery-XLOverall82.05Unverified
#ModelMetricClaimedVerifiedStatus
1PartiFID15.97Unverified
2Parti FinetunedFID8.39Unverified
#ModelMetricClaimedVerifiedStatus
1AttnGANInception score25.89Unverified
2Muse-3B (zero-shot)FID7.88Unverified
#ModelMetricClaimedVerifiedStatus
1Emu3Color0.79Unverified
2PixArt-aColor0.69Unverified
#ModelMetricClaimedVerifiedStatus
1BiLSTMS on color generationValidation Accuracy85Unverified
#ModelMetricClaimedVerifiedStatus
1SSC+SKDLPIPS0.7Unverified
#ModelMetricClaimedVerifiedStatus
1GeNeVA-GANF1-score58.83Unverified
#ModelMetricClaimedVerifiedStatus
1GeNeVA-GANF1-score88.39Unverified