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Collections including paper arxiv:2506.09482

From Slow Bidirectional to Fast Causal Video Generators

Paper • 2412.07772 • Published Dec 10, 2024 • 1
Navigation World Models

Paper • 2412.03572 • Published Dec 4, 2024 • 2
MAGI-1: Autoregressive Video Generation at Scale

Paper • 2505.13211 • Published May 19 • 4
Lumos-1: On Autoregressive Video Generation from a Unified Model Perspective

Paper • 2507.08801 • Published Jul 11 • 30

models and papers of TransDiff

zhendch/Transdiff

Unconditional Image Generation • Updated Jun 22 • 2
Marrying Autoregressive Transformer and Diffusion with Multi-Reference Autoregression

Paper • 2506.09482 • Published Jun 11 • 45

about 20 hours ago

microsoft/bitnet-b1.58-2B-4T

Text Generation • 0.8B • Updated May 1 • 11.1k • 1.21k
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models

Paper • 2504.10449 • Published Apr 14 • 15
nvidia/Llama-3.1-Nemotron-8B-UltraLong-2M-Instruct

Text Generation • 8B • Updated Apr 17 • 419 • 15
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15 • 62

CoRAG: Collaborative Retrieval-Augmented Generation

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

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

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

Paper • 2504.10481 • Published Apr 14 • 84

Architectural Proposals

Byte Latent Transformer: Patches Scale Better Than Tokens

Paper • 2412.09871 • Published Dec 13, 2024 • 108
Causal Diffusion Transformers for Generative Modeling

Paper • 2412.12095 • Published Dec 16, 2024 • 23
Tensor Product Attention Is All You Need

Paper • 2501.06425 • Published Jan 11 • 88
TransMLA: Multi-head Latent Attention Is All You Need

Paper • 2502.07864 • Published Feb 11 • 58

Marrying Autoregressive Transformer and Diffusion with Multi-Reference Autoregression

Paper • 2506.09482 • Published Jun 11 • 45
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs

Paper • 2506.14429 • Published Jun 17 • 44

Parallel Scaling Law for Language Models

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

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

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

Paper • 2506.08010 • Published Jun 9 • 21

Interesting Papers

ReZero: Enhancing LLM search ability by trying one-more-time

Paper • 2504.11001 • Published Apr 15 • 15
FonTS: Text Rendering with Typography and Style Controls

Paper • 2412.00136 • Published Nov 28, 2024 • 1
GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 97
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 156

Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Paper • 2503.09573 • Published Mar 12 • 73
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

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

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

Paper • 2505.23660 • Published May 29 • 34

From Slow Bidirectional to Fast Causal Video Generators

Paper • 2412.07772 • Published Dec 10, 2024 • 1
Navigation World Models

Paper • 2412.03572 • Published Dec 4, 2024 • 2
MAGI-1: Autoregressive Video Generation at Scale

Paper • 2505.13211 • Published May 19 • 4
Lumos-1: On Autoregressive Video Generation from a Unified Model Perspective

Paper • 2507.08801 • Published Jul 11 • 30

Marrying Autoregressive Transformer and Diffusion with Multi-Reference Autoregression

Paper • 2506.09482 • Published Jun 11 • 45
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs

Paper • 2506.14429 • Published Jun 17 • 44

models and papers of TransDiff

zhendch/Transdiff

Unconditional Image Generation • Updated Jun 22 • 2
Marrying Autoregressive Transformer and Diffusion with Multi-Reference Autoregression

Paper • 2506.09482 • Published Jun 11 • 45

Parallel Scaling Law for Language Models

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

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

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

Paper • 2506.08010 • Published Jun 9 • 21

about 20 hours ago

microsoft/bitnet-b1.58-2B-4T

Text Generation • 0.8B • Updated May 1 • 11.1k • 1.21k
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models

Paper • 2504.10449 • Published Apr 14 • 15
nvidia/Llama-3.1-Nemotron-8B-UltraLong-2M-Instruct

Text Generation • 8B • Updated Apr 17 • 419 • 15
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15 • 62

Interesting Papers

ReZero: Enhancing LLM search ability by trying one-more-time

Paper • 2504.11001 • Published Apr 15 • 15
FonTS: Text Rendering with Typography and Style Controls

Paper • 2412.00136 • Published Nov 28, 2024 • 1
GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 97
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 156

CoRAG: Collaborative Retrieval-Augmented Generation

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

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

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

Paper • 2504.10481 • Published Apr 14 • 84

Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Paper • 2503.09573 • Published Mar 12 • 73
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

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

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

Paper • 2505.23660 • Published May 29 • 34

Architectural Proposals

Byte Latent Transformer: Patches Scale Better Than Tokens

Paper • 2412.09871 • Published Dec 13, 2024 • 108
Causal Diffusion Transformers for Generative Modeling

Paper • 2412.12095 • Published Dec 16, 2024 • 23
Tensor Product Attention Is All You Need

Paper • 2501.06425 • Published Jan 11 • 88
TransMLA: Multi-head Latent Attention Is All You Need

Paper • 2502.07864 • Published Feb 11 • 58

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