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Collections including paper arxiv:2505.15045

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

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 54
Diffusion-Based Generative Models for 3D Occupancy Prediction in Autonomous Driving

Paper • 2505.23115 • Published May 29, 2025 • 2
Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16, 2025 • 43

MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21, 2025 • 97
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 54
ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation

Paper • 2506.18095 • Published Jun 22, 2025 • 66
Inverse-and-Edit: Effective and Fast Image Editing by Cycle Consistency Models

Paper • 2506.19103 • Published Jun 23, 2025 • 42

Parallel Scaling Law for Language Models

Paper • 2505.10475 • Published May 15, 2025 • 83
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 54
Scaling Diffusion Transformers Efficiently via μP

Paper • 2505.15270 • Published May 21, 2025 • 35
Vision Transformers Don't Need Trained Registers

Paper • 2506.08010 • Published Jun 9, 2025 • 22

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14, 2025 • 124
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Paper • 2503.09573 • Published Mar 12, 2025 • 74
MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21, 2025 • 97
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 54

Discrete Diffusion LLM & MLLM

An collection of research/models in discrete diffusion large language and multimodal models

Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16, 2025 • 43
GSAI-ML/LLaDA-8B-Instruct

Text Generation • 8B • Updated Oct 21, 2025 • 224k • 338
Dream-org/Dream-v0-Base-7B

Text Generation • 8B • Updated Jul 15, 2025 • 75.8k • 51
Dream-org/Dream-v0-Instruct-7B

Text Generation • 8B • Updated Jul 15, 2025 • 46.6k • 146

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 54
MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21, 2025 • 97
R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing

Paper • 2505.21600 • Published May 27, 2025 • 71
Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO

Paper • 2505.22453 • Published May 28, 2025 • 46

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 54
MetaEmbed: Scaling Multimodal Retrieval at Test-Time with Flexible Late Interaction

Paper • 2509.18095 • Published Sep 22, 2025 • 9

CoRAG: Collaborative Retrieval-Augmented Generation

Paper • 2504.01883 • Published Apr 2, 2025 • 9
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning

Paper • 2504.08837 • Published Apr 10, 2025 • 43
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model

Paper • 2504.10068 • Published Apr 14, 2025 • 30
xVerify: Efficient Answer Verifier for Reasoning Model Evaluations

Paper • 2504.10481 • Published Apr 14, 2025 • 85

Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Paper • 2503.09573 • Published Mar 12, 2025 • 74
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 54
Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding

Paper • 2505.16990 • Published May 22, 2025 • 22
D-AR: Diffusion via Autoregressive Models

Paper • 2505.23660 • Published May 29, 2025 • 34

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

Discrete Diffusion LLM & MLLM

An collection of research/models in discrete diffusion large language and multimodal models

Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16, 2025 • 43
GSAI-ML/LLaDA-8B-Instruct

Text Generation • 8B • Updated Oct 21, 2025 • 224k • 338
Dream-org/Dream-v0-Base-7B

Text Generation • 8B • Updated Jul 15, 2025 • 75.8k • 51
Dream-org/Dream-v0-Instruct-7B

Text Generation • 8B • Updated Jul 15, 2025 • 46.6k • 146

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 54
Diffusion-Based Generative Models for 3D Occupancy Prediction in Autonomous Driving

Paper • 2505.23115 • Published May 29, 2025 • 2
Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16, 2025 • 43

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 54
MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21, 2025 • 97
R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing

Paper • 2505.21600 • Published May 27, 2025 • 71
Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO

Paper • 2505.22453 • Published May 28, 2025 • 46

MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21, 2025 • 97
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 54
ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation

Paper • 2506.18095 • Published Jun 22, 2025 • 66
Inverse-and-Edit: Effective and Fast Image Editing by Cycle Consistency Models

Paper • 2506.19103 • Published Jun 23, 2025 • 42

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 54
MetaEmbed: Scaling Multimodal Retrieval at Test-Time with Flexible Late Interaction

Paper • 2509.18095 • Published Sep 22, 2025 • 9

Parallel Scaling Law for Language Models

Paper • 2505.10475 • Published May 15, 2025 • 83
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 54
Scaling Diffusion Transformers Efficiently via μP

Paper • 2505.15270 • Published May 21, 2025 • 35
Vision Transformers Don't Need Trained Registers

Paper • 2506.08010 • Published Jun 9, 2025 • 22

CoRAG: Collaborative Retrieval-Augmented Generation

Paper • 2504.01883 • Published Apr 2, 2025 • 9
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning

Paper • 2504.08837 • Published Apr 10, 2025 • 43
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model

Paper • 2504.10068 • Published Apr 14, 2025 • 30
xVerify: Efficient Answer Verifier for Reasoning Model Evaluations

Paper • 2504.10481 • Published Apr 14, 2025 • 85

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14, 2025 • 124
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Paper • 2503.09573 • Published Mar 12, 2025 • 74
MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21, 2025 • 97
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 54

Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Paper • 2503.09573 • Published Mar 12, 2025 • 74
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 54
Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding

Paper • 2505.16990 • Published May 22, 2025 • 22
D-AR: Diffusion via Autoregressive Models

Paper • 2505.23660 • Published May 29, 2025 • 34

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