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Collections including paper arxiv:2509.24695

🎬 SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer

SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer

Paper • 2509.24695 • Published Sep 29 • 45
Efficient-Large-Model/SANA-Video_2B_480p

Text-to-Video • Updated Oct 28 • 168 • 12
Efficient-Large-Model/SANA-Video_2B_480p_diffusers

Text-to-Video • Updated Nov 4 • 5
Efficient-Large-Model/video_toy_data

Updated Oct 27 • 105

Video Generation

Seedance 1.0: Exploring the Boundaries of Video Generation Models

Paper • 2506.09113 • Published Jun 10 • 104
Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion

Paper • 2506.08009 • Published Jun 9 • 30
Seeing Voices: Generating A-Roll Video from Audio with Mirage

Paper • 2506.08279 • Published Jun 9 • 27
PolyVivid: Vivid Multi-Subject Video Generation with Cross-Modal Interaction and Enhancement

Paper • 2506.07848 • Published Jun 9 • 4

Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models

Paper • 2504.02821 • Published Apr 3 • 9
TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos

Paper • 2504.17343 • Published Apr 24 • 13
ViSMaP: Unsupervised Hour-long Video Summarisation by Meta-Prompting

Paper • 2504.15921 • Published Apr 22 • 7
Causal-Copilot: An Autonomous Causal Analysis Agent

Paper • 2504.13263 • Published Apr 17 • 7

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations

Paper • 2508.09789 • Published Aug 13 • 5
MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents

Paper • 2508.13186 • Published Aug 14 • 18
ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents

Paper • 2508.04038 • Published Aug 6 • 1
Prompt Orchestration Markup Language

Paper • 2508.13948 • Published Aug 19 • 48

Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation

Paper • 2505.18875 • Published May 24 • 42
PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models

Paper • 2506.16054 • Published Jun 19 • 60
SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration

Paper • 2410.02367 • Published Oct 3, 2024 • 49
Radial Attention: O(nlog n) Sparse Attention with Energy Decay for Long Video Generation

Paper • 2506.19852 • Published Jun 24 • 41

🎬 SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer

SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer

Paper • 2509.24695 • Published Sep 29 • 45
Efficient-Large-Model/SANA-Video_2B_480p

Text-to-Video • Updated Oct 28 • 168 • 12
Efficient-Large-Model/SANA-Video_2B_480p_diffusers

Text-to-Video • Updated Nov 4 • 5
Efficient-Large-Model/video_toy_data

Updated Oct 27 • 105

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations

Paper • 2508.09789 • Published Aug 13 • 5
MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents

Paper • 2508.13186 • Published Aug 14 • 18
ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents

Paper • 2508.04038 • Published Aug 6 • 1
Prompt Orchestration Markup Language

Paper • 2508.13948 • Published Aug 19 • 48

Video Generation

Seedance 1.0: Exploring the Boundaries of Video Generation Models

Paper • 2506.09113 • Published Jun 10 • 104
Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion

Paper • 2506.08009 • Published Jun 9 • 30
Seeing Voices: Generating A-Roll Video from Audio with Mirage

Paper • 2506.08279 • Published Jun 9 • 27
PolyVivid: Vivid Multi-Subject Video Generation with Cross-Modal Interaction and Enhancement

Paper • 2506.07848 • Published Jun 9 • 4

Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation

Paper • 2505.18875 • Published May 24 • 42
PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models

Paper • 2506.16054 • Published Jun 19 • 60
SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration

Paper • 2410.02367 • Published Oct 3, 2024 • 49
Radial Attention: O(nlog n) Sparse Attention with Energy Decay for Long Video Generation

Paper • 2506.19852 • Published Jun 24 • 41

Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models

Paper • 2504.02821 • Published Apr 3 • 9
TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos

Paper • 2504.17343 • Published Apr 24 • 13
ViSMaP: Unsupervised Hour-long Video Summarisation by Meta-Prompting

Paper • 2504.15921 • Published Apr 22 • 7
Causal-Copilot: An Autonomous Causal Analysis Agent

Paper • 2504.13263 • Published Apr 17 • 7

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