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Collections including paper arxiv:2402.05195

Representative Papers

Collection of research papers published by the organization members

ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations

Paper • 2312.04655 • Published Dec 7, 2023 • 21
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space

Paper • 2402.05195 • Published Feb 7, 2024 • 19
WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models

Paper • 2306.04744 • Published Jun 7, 2023 • 1
ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models

Paper • 2306.04695 • Published Jun 7, 2023 • 1

Personalization

λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space

Paper • 2402.05195 • Published Feb 7, 2024 • 19
The Chosen One: Consistent Characters in Text-to-Image Diffusion Models

Paper • 2311.10093 • Published Nov 16, 2023 • 58
InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation

Paper • 2404.02733 • Published Apr 3, 2024 • 22
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching

Paper • 2404.03653 • Published Apr 4, 2024 • 35

Foundation models

CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation

Paper • 2401.12208 • Published Jan 22, 2024 • 22
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space

Paper • 2402.05195 • Published Feb 7, 2024 • 19
PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter

Paper • 2402.10896 • Published Feb 16, 2024 • 16
Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning

Paper • 2402.11690 • Published Feb 18, 2024 • 9

Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models

Paper • 2312.09608 • Published Dec 15, 2023 • 16
CodeFusion: A Pre-trained Diffusion Model for Code Generation

Paper • 2310.17680 • Published Oct 26, 2023 • 74
ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Real Image

Paper • 2310.17994 • Published Oct 27, 2023 • 8
Progressive Knowledge Distillation Of Stable Diffusion XL Using Layer Level Loss

Paper • 2401.02677 • Published Jan 5, 2024 • 25

The Chosen One: Consistent Characters in Text-to-Image Diffusion Models

Paper • 2311.10093 • Published Nov 16, 2023 • 58
NeuroPrompts: An Adaptive Framework to Optimize Prompts for Text-to-Image Generation

Paper • 2311.12229 • Published Nov 20, 2023 • 25
Diffusion Model Alignment Using Direct Preference Optimization

Paper • 2311.12908 • Published Nov 21, 2023 • 49
VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models

Paper • 2312.00845 • Published Dec 1, 2023 • 39

Training-Free Consistent Text-to-Image Generation

Paper • 2402.03286 • Published Feb 5, 2024 • 67
ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation

Paper • 2402.04324 • Published Feb 6, 2024 • 26
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space

Paper • 2402.05195 • Published Feb 7, 2024 • 19
FiT: Flexible Vision Transformer for Diffusion Model

Paper • 2402.12376 • Published Feb 19, 2024 • 48

ECLIPSE-Community/ECLIPSE_KandinskyV22_Prior

Text-to-Image • Updated Dec 10, 2023 • 8 • 5
ECLIPSE-Community/Lambda-ECLIPSE-Prior-v1.0

Text-to-Image • Updated Feb 14, 2024 • 43 • 5
kandinsky-community/kandinsky-2-2-decoder

Text-to-Image • Updated Oct 9, 2023 • 2.96k • 74
ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations

Paper • 2312.04655 • Published Dec 7, 2023 • 21

Image Restoration

Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Paper • 2401.13627 • Published Jan 24, 2024 • 78
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space

Paper • 2402.05195 • Published Feb 7, 2024 • 19

Txt2img research

HiFi Tuner: High-Fidelity Subject-Driven Fine-Tuning for Diffusion Models

Paper • 2312.00079 • Published Nov 30, 2023 • 17
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space

Paper • 2402.05195 • Published Feb 7, 2024 • 19
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 70
Think-Then-Generate: Reasoning-Aware Text-to-Image Diffusion with LLM Encoders

Paper • 2601.10332 • Published Jan 15 • 31

Generative Multiple Modality

Random Field Augmentations for Self-Supervised Representation Learning

Paper • 2311.03629 • Published Nov 7, 2023 • 9
TEAL: Tokenize and Embed ALL for Multi-modal Large Language Models

Paper • 2311.04589 • Published Nov 8, 2023 • 20
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs

Paper • 2311.04901 • Published Nov 8, 2023 • 9
Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models

Paper • 2311.06783 • Published Nov 12, 2023 • 28

Representative Papers

Collection of research papers published by the organization members

ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations

Paper • 2312.04655 • Published Dec 7, 2023 • 21
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space

Paper • 2402.05195 • Published Feb 7, 2024 • 19
WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models

Paper • 2306.04744 • Published Jun 7, 2023 • 1
ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models

Paper • 2306.04695 • Published Jun 7, 2023 • 1

Training-Free Consistent Text-to-Image Generation

Paper • 2402.03286 • Published Feb 5, 2024 • 67
ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation

Paper • 2402.04324 • Published Feb 6, 2024 • 26
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space

Paper • 2402.05195 • Published Feb 7, 2024 • 19
FiT: Flexible Vision Transformer for Diffusion Model

Paper • 2402.12376 • Published Feb 19, 2024 • 48

Personalization

λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space

Paper • 2402.05195 • Published Feb 7, 2024 • 19
The Chosen One: Consistent Characters in Text-to-Image Diffusion Models

Paper • 2311.10093 • Published Nov 16, 2023 • 58
InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation

Paper • 2404.02733 • Published Apr 3, 2024 • 22
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching

Paper • 2404.03653 • Published Apr 4, 2024 • 35

ECLIPSE-Community/ECLIPSE_KandinskyV22_Prior

Text-to-Image • Updated Dec 10, 2023 • 8 • 5
ECLIPSE-Community/Lambda-ECLIPSE-Prior-v1.0

Text-to-Image • Updated Feb 14, 2024 • 43 • 5
kandinsky-community/kandinsky-2-2-decoder

Text-to-Image • Updated Oct 9, 2023 • 2.96k • 74
ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations

Paper • 2312.04655 • Published Dec 7, 2023 • 21

Foundation models

CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation

Paper • 2401.12208 • Published Jan 22, 2024 • 22
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space

Paper • 2402.05195 • Published Feb 7, 2024 • 19
PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter

Paper • 2402.10896 • Published Feb 16, 2024 • 16
Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning

Paper • 2402.11690 • Published Feb 18, 2024 • 9

Image Restoration

Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Paper • 2401.13627 • Published Jan 24, 2024 • 78
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space

Paper • 2402.05195 • Published Feb 7, 2024 • 19

Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models

Paper • 2312.09608 • Published Dec 15, 2023 • 16
CodeFusion: A Pre-trained Diffusion Model for Code Generation

Paper • 2310.17680 • Published Oct 26, 2023 • 74
ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Real Image

Paper • 2310.17994 • Published Oct 27, 2023 • 8
Progressive Knowledge Distillation Of Stable Diffusion XL Using Layer Level Loss

Paper • 2401.02677 • Published Jan 5, 2024 • 25

Txt2img research

HiFi Tuner: High-Fidelity Subject-Driven Fine-Tuning for Diffusion Models

Paper • 2312.00079 • Published Nov 30, 2023 • 17
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space

Paper • 2402.05195 • Published Feb 7, 2024 • 19
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 70
Think-Then-Generate: Reasoning-Aware Text-to-Image Diffusion with LLM Encoders

Paper • 2601.10332 • Published Jan 15 • 31

The Chosen One: Consistent Characters in Text-to-Image Diffusion Models

Paper • 2311.10093 • Published Nov 16, 2023 • 58
NeuroPrompts: An Adaptive Framework to Optimize Prompts for Text-to-Image Generation

Paper • 2311.12229 • Published Nov 20, 2023 • 25
Diffusion Model Alignment Using Direct Preference Optimization

Paper • 2311.12908 • Published Nov 21, 2023 • 49
VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models

Paper • 2312.00845 • Published Dec 1, 2023 • 39

Generative Multiple Modality

Random Field Augmentations for Self-Supervised Representation Learning

Paper • 2311.03629 • Published Nov 7, 2023 • 9
TEAL: Tokenize and Embed ALL for Multi-modal Large Language Models

Paper • 2311.04589 • Published Nov 8, 2023 • 20
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs

Paper • 2311.04901 • Published Nov 8, 2023 • 9
Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models

Paper • 2311.06783 • Published Nov 12, 2023 • 28

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