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Collections including paper arxiv:2502.09992

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 Language Models

Structured Denoising Diffusion Models in Discrete State-Spaces

Paper • 2107.03006 • Published Jul 7, 2021 • 1
Simplified and Generalized Masked Diffusion for Discrete Data

Paper • 2406.04329 • Published Jun 6, 2024 • 8
Simple and Effective Masked Diffusion Language Models

Paper • 2406.07524 • Published Jun 11, 2024 • 12
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14, 2025 • 124

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30, 2025 • 143
ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development

Paper • 2506.05010 • Published Jun 5, 2025 • 80
SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training

Paper • 2506.05301 • Published Jun 5, 2025 • 58
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning

Paper • 2505.16933 • Published May 22, 2025 • 34

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

Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69
Small Models Struggle to Learn from Strong Reasoners

Paper • 2502.12143 • Published Feb 17, 2025 • 39
HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading

Paper • 2502.12574 • Published Feb 18, 2025 • 13
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14, 2025 • 124

Toolkit - AI Papers

Neural Machine Translation by Jointly Learning to Align and Translate

Paper • 1409.0473 • Published Sep 1, 2014 • 7
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 109
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 25
Hierarchical Reasoning Model

Paper • 2506.21734 • Published Jun 26, 2025 • 46

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 • 234k • 338
Dream-org/Dream-v0-Base-7B

Text Generation • 8B • Updated Jul 15, 2025 • 66.2k • 51
Dream-org/Dream-v0-Instruct-7B

Text Generation • 8B • Updated Jul 15, 2025 • 52k • 146

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14, 2025 • 124

Representation & Optimization

Understanding about representation sheds light on optimization

about 20 hours ago

Nuclear Norm Regularization for Deep Learning

Paper • 2405.14544 • Published May 23, 2024 • 1
Token embeddings violate the manifold hypothesis

Paper • 2504.01002 • Published Apr 1, 2025 • 1
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers

Paper • 2403.10476 • Published Mar 15, 2024 • 1
ElaLoRA: Elastic & Learnable Low-Rank Adaptation for Efficient Model Fine-Tuning

Paper • 2504.00254 • Published Mar 31, 2025 • 1

Prompt-to-Leaderboard

Paper • 2502.14855 • Published Feb 20, 2025 • 7
Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment

Paper • 2502.16894 • Published Feb 24, 2025 • 32
Generating Skyline Datasets for Data Science Models

Paper • 2502.11262 • Published Feb 16, 2025 • 7
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge

Paper • 2502.12501 • Published Feb 18, 2025 • 6

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

Toolkit - AI Papers

Neural Machine Translation by Jointly Learning to Align and Translate

Paper • 1409.0473 • Published Sep 1, 2014 • 7
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 109
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 25
Hierarchical Reasoning Model

Paper • 2506.21734 • Published Jun 26, 2025 • 46

Diffusion Language Models

Structured Denoising Diffusion Models in Discrete State-Spaces

Paper • 2107.03006 • Published Jul 7, 2021 • 1
Simplified and Generalized Masked Diffusion for Discrete Data

Paper • 2406.04329 • Published Jun 6, 2024 • 8
Simple and Effective Masked Diffusion Language Models

Paper • 2406.07524 • Published Jun 11, 2024 • 12
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14, 2025 • 124

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 • 234k • 338
Dream-org/Dream-v0-Base-7B

Text Generation • 8B • Updated Jul 15, 2025 • 66.2k • 51
Dream-org/Dream-v0-Instruct-7B

Text Generation • 8B • Updated Jul 15, 2025 • 52k • 146

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30, 2025 • 143
ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development

Paper • 2506.05010 • Published Jun 5, 2025 • 80
SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training

Paper • 2506.05301 • Published Jun 5, 2025 • 58
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning

Paper • 2505.16933 • Published May 22, 2025 • 34

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14, 2025 • 124

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

Representation & Optimization

Understanding about representation sheds light on optimization

about 20 hours ago

Nuclear Norm Regularization for Deep Learning

Paper • 2405.14544 • Published May 23, 2024 • 1
Token embeddings violate the manifold hypothesis

Paper • 2504.01002 • Published Apr 1, 2025 • 1
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers

Paper • 2403.10476 • Published Mar 15, 2024 • 1
ElaLoRA: Elastic & Learnable Low-Rank Adaptation for Efficient Model Fine-Tuning

Paper • 2504.00254 • Published Mar 31, 2025 • 1

Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69
Small Models Struggle to Learn from Strong Reasoners

Paper • 2502.12143 • Published Feb 17, 2025 • 39
HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading

Paper • 2502.12574 • Published Feb 18, 2025 • 13
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14, 2025 • 124

Prompt-to-Leaderboard

Paper • 2502.14855 • Published Feb 20, 2025 • 7
Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment

Paper • 2502.16894 • Published Feb 24, 2025 • 32
Generating Skyline Datasets for Data Science Models

Paper • 2502.11262 • Published Feb 16, 2025 • 7
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge

Paper • 2502.12501 • Published Feb 18, 2025 • 6

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