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 901950 of 1085 papers

TitleStatusHype
I3: Intent-Introspective Retrieval Conditioned on Instructions0
ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious CorrelationsCode0
Guide3D: Create 3D Avatars from Text and Image Guidance0
Likelihood-Based Text-to-Image Evaluation with Patch-Level Perceptual and Semantic Credit AssignmentCode0
SciRE-Solver: Accelerating Diffusion Models Sampling by Score-integrand Solver with Recursive Difference0
MarkovGen: Structured Prediction for Efficient Text-to-Image Generation0
PromptPaint: Steering Text-to-Image Generation Through Paint Medium-like InteractionsCode0
Reverse Stable Diffusion: What prompt was used to generate this image?Code0
Training Data Protection with Compositional Diffusion Models0
The Bias Amplification Paradox in Text-to-Image GenerationCode0
Learning Disentangled Discrete RepresentationsCode0
Diffusion Sampling with Momentum for Mitigating Divergence ArtifactsCode0
PromptCrafter: Crafting Text-to-Image Prompt through Mixed-Initiative Dialogue with LLM0
DiffuseGAE: Controllable and High-fidelity Image Manipulation from Disentangled Representation0
On the Cultural Gap in Text-to-Image GenerationCode0
Counting Guidance for High Fidelity Text-to-Image Synthesis0
Stay on topic with Classifier-Free Guidance0
CLIPAG: Towards Generator-Free Text-to-Image Generation0
Approximated Prompt Tuning for Vision-Language Pre-trained Models0
Semi-supervised Multimodal Representation Learning through a Global WorkspaceCode0
Localized Text-to-Image Generation for Free via Cross Attention Control0
The Cultivated Practices of Text-to-Image Generation0
Perceptions and Realities of Text-to-Image Generation0
Face0: Instantaneously Conditioning a Text-to-Image Model on a Face0
Composition and Deformance: Measuring Imageability with a Text-to-Image ModelCode0
UniDiff: Advancing Vision-Language Models with Generative and Discriminative Learning0
Evaluating the Capabilities of Multi-modal Reasoning Models with Synthetic Task Data0
T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation0
AI Imagery and the Overton Window0
Translation-Enhanced Multilingual Text-to-Image Generation0
ConES: Concept Embedding Search for Parameter Efficient Tuning Large Vision Language Models0
Controllable Text-to-Image Generation with GPT-40
RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion PathsCode0
Improved Visual Story Generation with Adaptive Context Modeling0
High-Fidelity Image Compression with Score-based Generative Models0
ZeroAvatar: Zero-shot 3D Avatar Generation from a Single Image0
Visual Programming for Text-to-Image Generation and Evaluation0
BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing0
Transferring Visual Attributes from Natural Language to Verified Image Generation0
The CLIP Model is Secretly an Image-to-Prompt Converter0
Constructing Dreams using Generative AI0
AIwriting: Relations Between Image Generation and Digital Writing0
Collaborative Generative AI: Integrating GPT-k for Efficient Editing in Text-to-Image Generation0
Interactive Fashion Content Generation Using LLMs and Latent Diffusion Models0
Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity0
Beware of diffusion models for synthesizing medical images -- A comparison with GANs in terms of memorizing brain MRI and chest x-ray images0
Learning the Visualness of Text Using Large Vision-Language Models0
The Role of Data Curation in Image CaptioningCode0
SceneGenie: Scene Graph Guided Diffusion Models for Image Synthesis0
IconShop: Text-Guided Vector Icon Synthesis with Autoregressive Transformers0
Show:102550
← PrevPage 19 of 22Next →

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