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Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis
Paper • 2401.09048 • Published • 10 -
Improving fine-grained understanding in image-text pre-training
Paper • 2401.09865 • Published • 18 -
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data
Paper • 2401.10891 • Published • 62 -
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild
Paper • 2401.13627 • Published • 78
Collections
Discover the best community collections!
Collections including paper arxiv:2601.02204
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NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation
Paper • 2601.02204 • Published • 63 -
HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding
Paper • 2601.14724 • Published • 75 -
VIOLA: Towards Video In-Context Learning with Minimal Annotations
Paper • 2601.15549 • Published • 4
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ReVSeg: Incentivizing the Reasoning Chain for Video Segmentation with Reinforcement Learning
Paper • 2512.02835 • Published • 10 -
Joint 3D Geometry Reconstruction and Motion Generation for 4D Synthesis from a Single Image
Paper • 2512.05044 • Published • 17 -
Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning
Paper • 2512.05591 • Published • 17 -
SpaceControl: Introducing Test-Time Spatial Control to 3D Generative Modeling
Paper • 2512.05343 • Published • 25
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Hyperspherical Latents Improve Continuous-Token Autoregressive Generation
Paper • 2509.24335 • Published • 9 -
NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation
Paper • 2601.02204 • Published • 63 -
VAR RL Done Right: Tackling Asynchronous Policy Conflicts in Visual Autoregressive Generation
Paper • 2601.02256 • Published • 33 -
Autoregressive Image Generation with Masked Bit Modeling
Paper • 2602.09024 • Published • 7
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Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models
Paper • 2506.05176 • Published • 81 -
Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning
Paper • 2506.04207 • Published • 48 -
MiMo-VL Technical Report
Paper • 2506.03569 • Published • 80 -
UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation
Paper • 2506.03147 • Published • 58
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Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models
Paper • 2602.12036 • Published • 93 -
Reinforcement Learning for Self-Improving Agent with Skill Library
Paper • 2512.17102 • Published • 42 -
Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation
Paper • 2512.23705 • Published • 45 -
Schoenfeld's Anatomy of Mathematical Reasoning by Language Models
Paper • 2512.19995 • Published • 16
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Small Language Models are the Future of Agentic AI
Paper • 2506.02153 • Published • 24 -
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
Paper • 2512.02556 • Published • 265 -
DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning
Paper • 2511.22570 • Published • 93 -
DeepSeek-OCR: Contexts Optical Compression
Paper • 2510.18234 • Published • 93
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OmniGen2: Exploration to Advanced Multimodal Generation
Paper • 2506.18871 • Published • 78 -
OmniGen: Unified Image Generation
Paper • 2409.11340 • Published • 115 -
Show-o Turbo: Towards Accelerated Unified Multimodal Understanding and Generation
Paper • 2502.05415 • Published • 20 -
Show-o: One Single Transformer to Unify Multimodal Understanding and Generation
Paper • 2408.12528 • Published • 51
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OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation
Paper • 2506.07977 • Published • 40 -
Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers
Paper • 2506.07986 • Published • 19 -
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis
Paper • 2506.06276 • Published • 26 -
Aligning Latent Spaces with Flow Priors
Paper • 2506.05240 • Published • 27
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Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis
Paper • 2401.09048 • Published • 10 -
Improving fine-grained understanding in image-text pre-training
Paper • 2401.09865 • Published • 18 -
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data
Paper • 2401.10891 • Published • 62 -
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild
Paper • 2401.13627 • Published • 78
-
Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models
Paper • 2602.12036 • Published • 93 -
Reinforcement Learning for Self-Improving Agent with Skill Library
Paper • 2512.17102 • Published • 42 -
Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation
Paper • 2512.23705 • Published • 45 -
Schoenfeld's Anatomy of Mathematical Reasoning by Language Models
Paper • 2512.19995 • Published • 16
-
NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation
Paper • 2601.02204 • Published • 63 -
HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding
Paper • 2601.14724 • Published • 75 -
VIOLA: Towards Video In-Context Learning with Minimal Annotations
Paper • 2601.15549 • Published • 4
-
ReVSeg: Incentivizing the Reasoning Chain for Video Segmentation with Reinforcement Learning
Paper • 2512.02835 • Published • 10 -
Joint 3D Geometry Reconstruction and Motion Generation for 4D Synthesis from a Single Image
Paper • 2512.05044 • Published • 17 -
Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning
Paper • 2512.05591 • Published • 17 -
SpaceControl: Introducing Test-Time Spatial Control to 3D Generative Modeling
Paper • 2512.05343 • Published • 25
-
Small Language Models are the Future of Agentic AI
Paper • 2506.02153 • Published • 24 -
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
Paper • 2512.02556 • Published • 265 -
DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning
Paper • 2511.22570 • Published • 93 -
DeepSeek-OCR: Contexts Optical Compression
Paper • 2510.18234 • Published • 93
-
Hyperspherical Latents Improve Continuous-Token Autoregressive Generation
Paper • 2509.24335 • Published • 9 -
NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation
Paper • 2601.02204 • Published • 63 -
VAR RL Done Right: Tackling Asynchronous Policy Conflicts in Visual Autoregressive Generation
Paper • 2601.02256 • Published • 33 -
Autoregressive Image Generation with Masked Bit Modeling
Paper • 2602.09024 • Published • 7
-
OmniGen2: Exploration to Advanced Multimodal Generation
Paper • 2506.18871 • Published • 78 -
OmniGen: Unified Image Generation
Paper • 2409.11340 • Published • 115 -
Show-o Turbo: Towards Accelerated Unified Multimodal Understanding and Generation
Paper • 2502.05415 • Published • 20 -
Show-o: One Single Transformer to Unify Multimodal Understanding and Generation
Paper • 2408.12528 • Published • 51
-
Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models
Paper • 2506.05176 • Published • 81 -
Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning
Paper • 2506.04207 • Published • 48 -
MiMo-VL Technical Report
Paper • 2506.03569 • Published • 80 -
UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation
Paper • 2506.03147 • Published • 58
-
OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation
Paper • 2506.07977 • Published • 40 -
Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers
Paper • 2506.07986 • Published • 19 -
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis
Paper • 2506.06276 • Published • 26 -
Aligning Latent Spaces with Flow Priors
Paper • 2506.05240 • Published • 27