Test-Time Scaling with Reflective Generative Model
Paper • 2507.01951 • Published • 108
My favourites
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Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach
Paper • 2502.05171 • Published • 154 -
Autoregressive Diffusion Models
Paper • 2110.02037 • Published -
EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling
Paper • 2502.09509 • Published • 9 -
Improving the Diffusability of Autoencoders
Paper • 2502.14831 • Published • 2 -
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
Paper • 2410.10733 • Published • 9 -
DC-AE 1.5: Accelerating Diffusion Model Convergence with Structured Latent Space
Paper • 2508.00413 • Published • 5 -
REPA-E: Unlocking VAE for End-to-End Tuning with Latent Diffusion Transformers
Paper • 2504.10483 • Published • 22 -
NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
Paper • 2508.14444 • Published • 47 -
MetaCLIP 2: A Worldwide Scaling Recipe
Paper • 2507.22062 • Published • 37 -
Waver: Wave Your Way to Lifelike Video Generation
Paper • 2508.15761 • Published • 38 -
Qwen-Image Technical Report
Paper • 2508.02324 • Published • 274 -
UltraMemV2: Memory Networks Scaling to 120B Parameters with Superior Long-Context Learning
Paper • 2508.18756 • Published • 36 -
InfGen: A Resolution-Agnostic Paradigm for Scalable Image Synthesis
Paper • 2509.10441 • Published • 31 -
Why Language Models Hallucinate
Paper • 2509.04664 • Published • 199 -
HuMo: Human-Centric Video Generation via Collaborative Multi-Modal Conditioning
Paper • 2509.08519 • Published • 130 -
Step1X-Edit: A Practical Framework for General Image Editing
Paper • 2504.17761 • Published • 92 -
Transition Matching: Scalable and Flexible Generative Modeling
Paper • 2506.23589 • Published • 1 -
MMaDA: Multimodal Large Diffusion Language Models
Paper • 2505.15809 • Published • 98 -
Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers
Paper • 2506.23918 • Published • 90 -
Diffusion Beats Autoregressive in Data-Constrained Settings
Paper • 2507.15857 • Published • 1 -
Hierarchical Reasoning Model
Paper • 2506.21734 • Published • 50 -
UMO: Scaling Multi-Identity Consistency for Image Customization via Matching Reward
Paper • 2509.06818 • Published • 29 -
Wan-Animate: Unified Character Animation and Replacement with Holistic Replication
Paper • 2509.14055 • Published • 17 -
Inpainting-Guided Policy Optimization for Diffusion Large Language Models
Paper • 2509.10396 • Published • 16 -
Lynx: Towards High-Fidelity Personalized Video Generation
Paper • 2509.15496 • Published • 13 -
Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation
Paper • 2509.19296 • Published • 28 -
Video models are zero-shot learners and reasoners
Paper • 2509.20328 • Published • 100 -
What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT
Paper • 2509.19284 • Published • 23 -
Seedream 4.0: Toward Next-generation Multimodal Image Generation
Paper • 2509.20427 • Published • 84 -
Stochastic activations
Paper • 2509.22358 • Published • 2 -
OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing
Paper • 2509.24900 • Published • 53 -
Diffusion Transformers with Representation Autoencoders
Paper • 2510.11690 • Published • 170 -
WithAnyone: Towards Controllable and ID Consistent Image Generation
Paper • 2510.14975 • Published • 86 -
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction
Paper • 2404.02905 • Published • 74 -
DyPE: Dynamic Position Extrapolation for Ultra High Resolution Diffusion
Paper • 2510.20766 • Published • 37 -
Continuous Autoregressive Language Models
Paper • 2510.27688 • Published • 74 -
MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation
Paper • 2511.09611 • Published • 71 -
Live Avatar: Streaming Real-time Audio-Driven Avatar Generation with Infinite Length
Paper • 2512.04677 • Published • 177 -
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer
Paper • 2511.22699 • Published • 245 -
Vision Bridge Transformer at Scale
Paper • 2511.23199 • Published • 46 -
One Layer Is Enough: Adapting Pretrained Visual Encoders for Image Generation
Paper • 2512.07829 • Published • 24 -
Towards Scalable Pre-training of Visual Tokenizers for Generation
Paper • 2512.13687 • Published • 106 -
QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management
Paper • 2512.12967 • Published • 111 -
What matters for Representation Alignment: Global Information or Spatial Structure?
Paper • 2512.10794 • Published • 9 -
KlingAvatar 2.0 Technical Report
Paper • 2512.13313 • Published • 44 -
Back to Basics: Let Denoising Generative Models Denoise
Paper • 2511.13720 • Published • 70 -
PixelGen: Pixel Diffusion Beats Latent Diffusion with Perceptual Loss
Paper • 2602.02493 • Published • 46 -
BitDance: Scaling Autoregressive Generative Models with Binary Tokens
Paper • 2602.14041 • Published • 53 -
DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing
Paper • 2602.12205 • Published • 81 -
Autoregressive Image Generation with Masked Bit Modeling
Paper • 2602.09024 • Published • 7 -
ViT-5: Vision Transformers for The Mid-2020s
Paper • 2602.08071 • Published • 1 -
MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs
Paper • 2602.12705 • Published • 68 -
Unified Latents (UL): How to train your latents
Paper • 2602.17270 • Published • 60 -
dLLM: Simple Diffusion Language Modeling
Paper • 2602.22661 • Published • 152 -
Kiwi-Edit: Versatile Video Editing via Instruction and Reference Guidance
Paper • 2603.02175 • Published • 24 -
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities
Paper • 2505.02567 • Published • 82 -
Helios: Real Real-Time Long Video Generation Model
Paper • 2603.04379 • Published • 186 -
LTX-2: Efficient Joint Audio-Visual Foundation Model
Paper • 2601.03233 • Published • 176 -
Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders
Paper • 2603.06569 • Published • 119 -
InternVL-U: Democratizing Unified Multimodal Models for Understanding, Reasoning, Generation and Editing
Paper • 2603.09877 • Published • 48 -
MAISI-v2: Accelerated 3D High-Resolution Medical Image Synthesis with Rectified Flow and Region-specific Contrastive Loss
Paper • 2508.05772 • Published • 3 -
Agentic Reasoning for Large Language Models
Paper • 2601.12538 • Published • 204 -
Mixture-of-Depths Attention
Paper • 2603.15619 • Published • 80 -
Repurposing Geometric Foundation Models for Multi-view Diffusion
Paper • 2603.22275 • Published • 47 -
PixelSmile: Toward Fine-Grained Facial Expression Editing
Paper • 2603.25728 • Published • 117 -
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild
Paper • 2603.17187 • Published • 138 -
MultiGen: Level-Design for Editable Multiplayer Worlds in Diffusion Game Engines
Paper • 2603.06679 • Published • 5