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Collections including paper arxiv:2504.07960

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

Image Generation

OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation

Paper • 2506.07977 • Published Jun 9, 2025 • 41
Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers

Paper • 2506.07986 • Published Jun 9, 2025 • 19
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis

Paper • 2506.06276 • Published Jun 6, 2025 • 26
Aligning Latent Spaces with Flow Priors

Paper • 2506.05240 • Published Jun 5, 2025 • 27

CoLLM: A Large Language Model for Composed Image Retrieval

Paper • 2503.19910 • Published Mar 25, 2025 • 15
LOCATEdit: Graph Laplacian Optimized Cross Attention for Localized Text-Guided Image Editing

Paper • 2503.21541 • Published Mar 27, 2025 • 1
HumanDreamer-X: Photorealistic Single-image Human Avatars Reconstruction via Gaussian Restoration

Paper • 2504.03536 • Published Apr 4, 2025 • 13
FantasyTalking: Realistic Talking Portrait Generation via Coherent Motion Synthesis

Paper • 2504.04842 • Published Apr 7, 2025 • 35

ReCamMaster: Camera-Controlled Generative Rendering from A Single Video

Paper • 2503.11647 • Published Mar 14, 2025 • 146
DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models

Paper • 2503.12885 • Published Mar 17, 2025 • 43
TaoAvatar: Real-Time Lifelike Full-Body Talking Avatars for Augmented Reality via 3D Gaussian Splatting

Paper • 2503.17032 • Published Mar 21, 2025 • 27
Single Image Iterative Subject-driven Generation and Editing

Paper • 2503.16025 • Published Mar 20, 2025 • 14

Image Generation

Image Generation

Causal Diffusion Transformers for Generative Modeling

Paper • 2412.12095 • Published Dec 16, 2024 • 23
SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training

Paper • 2412.09619 • Published Dec 12, 2024 • 28
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 48
Flowing from Words to Pixels: A Framework for Cross-Modality Evolution

Paper • 2412.15213 • Published Dec 19, 2024 • 28

Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis

Paper • 2401.09048 • Published Jan 17, 2024 • 10
Improving fine-grained understanding in image-text pre-training

Paper • 2401.09865 • Published Jan 18, 2024 • 18
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Paper • 2401.10891 • Published Jan 19, 2024 • 62
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Paper • 2401.13627 • Published Jan 24, 2024 • 78

VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning

Paper • 2504.07960 • Published Apr 10, 2025 • 50
Less-to-More Generalization: Unlocking More Controllability by In-Context Generation

Paper • 2504.02160 • Published Apr 2, 2025 • 37

Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models

Paper • 2503.18446 • Published Mar 24, 2025 • 12
Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models

Paper • 2503.20240 • Published Mar 26, 2025 • 22
BizGen: Advancing Article-level Visual Text Rendering for Infographics Generation

Paper • 2503.20672 • Published Mar 26, 2025 • 14
Beyond Words: Advancing Long-Text Image Generation via Multimodal Autoregressive Models

Paper • 2503.20198 • Published Mar 26, 2025 • 4

Diffusion Model Control

Control Methods for Diffusion and Score Models

LoRACLR: Contrastive Adaptation for Customization of Diffusion Models

Paper • 2412.09622 • Published Dec 12, 2024 • 8
AnyDressing: Customizable Multi-Garment Virtual Dressing via Latent Diffusion Models

Paper • 2412.04146 • Published Dec 5, 2024 • 23
Learning Flow Fields in Attention for Controllable Person Image Generation

Paper • 2412.08486 • Published Dec 11, 2024 • 36
LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation

Paper • 2412.05148 • Published Dec 6, 2024 • 12

M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding

Paper • 2411.04952 • Published Nov 7, 2024 • 29
Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models

Paper • 2411.05005 • Published Nov 7, 2024 • 13
M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models

Paper • 2411.04075 • Published Nov 6, 2024 • 16
Self-Consistency Preference Optimization

Paper • 2411.04109 • Published Nov 6, 2024 • 19

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis

Paper • 2401.09048 • Published Jan 17, 2024 • 10
Improving fine-grained understanding in image-text pre-training

Paper • 2401.09865 • Published Jan 18, 2024 • 18
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Paper • 2401.10891 • Published Jan 19, 2024 • 62
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Paper • 2401.13627 • Published Jan 24, 2024 • 78

Image Generation

OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation

Paper • 2506.07977 • Published Jun 9, 2025 • 41
Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers

Paper • 2506.07986 • Published Jun 9, 2025 • 19
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis

Paper • 2506.06276 • Published Jun 6, 2025 • 26
Aligning Latent Spaces with Flow Priors

Paper • 2506.05240 • Published Jun 5, 2025 • 27

VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning

Paper • 2504.07960 • Published Apr 10, 2025 • 50
Less-to-More Generalization: Unlocking More Controllability by In-Context Generation

Paper • 2504.02160 • Published Apr 2, 2025 • 37

CoLLM: A Large Language Model for Composed Image Retrieval

Paper • 2503.19910 • Published Mar 25, 2025 • 15
LOCATEdit: Graph Laplacian Optimized Cross Attention for Localized Text-Guided Image Editing

Paper • 2503.21541 • Published Mar 27, 2025 • 1
HumanDreamer-X: Photorealistic Single-image Human Avatars Reconstruction via Gaussian Restoration

Paper • 2504.03536 • Published Apr 4, 2025 • 13
FantasyTalking: Realistic Talking Portrait Generation via Coherent Motion Synthesis

Paper • 2504.04842 • Published Apr 7, 2025 • 35

Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models

Paper • 2503.18446 • Published Mar 24, 2025 • 12
Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models

Paper • 2503.20240 • Published Mar 26, 2025 • 22
BizGen: Advancing Article-level Visual Text Rendering for Infographics Generation

Paper • 2503.20672 • Published Mar 26, 2025 • 14
Beyond Words: Advancing Long-Text Image Generation via Multimodal Autoregressive Models

Paper • 2503.20198 • Published Mar 26, 2025 • 4

ReCamMaster: Camera-Controlled Generative Rendering from A Single Video

Paper • 2503.11647 • Published Mar 14, 2025 • 146
DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models

Paper • 2503.12885 • Published Mar 17, 2025 • 43
TaoAvatar: Real-Time Lifelike Full-Body Talking Avatars for Augmented Reality via 3D Gaussian Splatting

Paper • 2503.17032 • Published Mar 21, 2025 • 27
Single Image Iterative Subject-driven Generation and Editing

Paper • 2503.16025 • Published Mar 20, 2025 • 14

Diffusion Model Control

Control Methods for Diffusion and Score Models

LoRACLR: Contrastive Adaptation for Customization of Diffusion Models

Paper • 2412.09622 • Published Dec 12, 2024 • 8
AnyDressing: Customizable Multi-Garment Virtual Dressing via Latent Diffusion Models

Paper • 2412.04146 • Published Dec 5, 2024 • 23
Learning Flow Fields in Attention for Controllable Person Image Generation

Paper • 2412.08486 • Published Dec 11, 2024 • 36
LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation

Paper • 2412.05148 • Published Dec 6, 2024 • 12

Image Generation

Image Generation

Causal Diffusion Transformers for Generative Modeling

Paper • 2412.12095 • Published Dec 16, 2024 • 23
SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training

Paper • 2412.09619 • Published Dec 12, 2024 • 28
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 48
Flowing from Words to Pixels: A Framework for Cross-Modality Evolution

Paper • 2412.15213 • Published Dec 19, 2024 • 28

M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding

Paper • 2411.04952 • Published Nov 7, 2024 • 29
Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models

Paper • 2411.05005 • Published Nov 7, 2024 • 13
M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models

Paper • 2411.04075 • Published Nov 6, 2024 • 16
Self-Consistency Preference Optimization

Paper • 2411.04109 • Published Nov 6, 2024 • 19

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