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Collections including paper arxiv:2412.18653

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

Model Optimization

FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Paper • 2205.14135 • Published May 27, 2022 • 15
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Paper • 2307.08691 • Published Jul 17, 2023 • 9
FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision

Paper • 2407.08608 • Published Jul 11, 2024 • 1
1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 86

Diffusion/Flow Model Optimization

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 86
Region-Adaptive Sampling for Diffusion Transformers

Paper • 2502.10389 • Published Feb 14, 2025 • 53
One-step Diffusion Models with f-Divergence Distribution Matching

Paper • 2502.15681 • Published Feb 21, 2025 • 8
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute

Paper • 2502.20126 • Published Feb 27, 2025 • 19

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 86

Edicho: Consistent Image Editing in the Wild

Paper • 2412.21079 • Published Dec 30, 2024 • 22
1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 86

Read But Not Implemented

about 15 hours ago

TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times

Paper • 2512.16093 • Published 24 days ago • 93
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

Paper • 2511.22699 • Published Nov 27, 2025 • 226
DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Paper • 2512.16676 • Published 23 days ago • 203
Sharp Monocular View Synthesis in Less Than a Second

Paper • 2512.10685 • Published about 1 month ago • 26

Papers Storm 🌪️

A curated collection of research papers referenced in Panoram'IA program, offering a comprehensive resource for further exploration.

GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 97
Generative World Explorer

Paper • 2411.11844 • Published Nov 18, 2024 • 77
Video Depth without Video Models

Paper • 2411.19189 • Published Nov 28, 2024 • 39
Mobile Video Diffusion

Paper • 2412.07583 • Published Dec 10, 2024 • 20

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 86

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 86
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27, 2024 • 627
BitNet a4.8: 4-bit Activations for 1-bit LLMs

Paper • 2411.04965 • Published Nov 7, 2024 • 69
BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 105

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 86

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

Read But Not Implemented

about 15 hours ago

TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times

Paper • 2512.16093 • Published 24 days ago • 93
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

Paper • 2511.22699 • Published Nov 27, 2025 • 226
DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Paper • 2512.16676 • Published 23 days ago • 203
Sharp Monocular View Synthesis in Less Than a Second

Paper • 2512.10685 • Published about 1 month ago • 26

Model Optimization

FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Paper • 2205.14135 • Published May 27, 2022 • 15
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Paper • 2307.08691 • Published Jul 17, 2023 • 9
FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision

Paper • 2407.08608 • Published Jul 11, 2024 • 1
1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 86

Papers Storm 🌪️

A curated collection of research papers referenced in Panoram'IA program, offering a comprehensive resource for further exploration.

GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 97
Generative World Explorer

Paper • 2411.11844 • Published Nov 18, 2024 • 77
Video Depth without Video Models

Paper • 2411.19189 • Published Nov 28, 2024 • 39
Mobile Video Diffusion

Paper • 2412.07583 • Published Dec 10, 2024 • 20

Diffusion/Flow Model Optimization

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 86
Region-Adaptive Sampling for Diffusion Transformers

Paper • 2502.10389 • Published Feb 14, 2025 • 53
One-step Diffusion Models with f-Divergence Distribution Matching

Paper • 2502.15681 • Published Feb 21, 2025 • 8
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute

Paper • 2502.20126 • Published Feb 27, 2025 • 19

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 86

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 86

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 86
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27, 2024 • 627
BitNet a4.8: 4-bit Activations for 1-bit LLMs

Paper • 2411.04965 • Published Nov 7, 2024 • 69
BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 105

Edicho: Consistent Image Editing in the Wild

Paper • 2412.21079 • Published Dec 30, 2024 • 22
1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 86

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 86

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