MambaVision: A Hybrid Mamba-Transformer Vision Backbone
Paper
• 2407.08083 • Published
• 32
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Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
Paper • 2408.11039 • Published • 63 -
The Mamba in the Llama: Distilling and Accelerating Hybrid Models
Paper • 2408.15237 • Published • 42 -
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think
Paper • 2409.11355 • Published • 30 -
OmniGen: Unified Image Generation
Paper • 2409.11340 • Published • 115 -
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
Paper • 2409.12183 • Published • 39 -
InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning
Paper • 2409.12568 • Published • 50 -
Imagine yourself: Tuning-Free Personalized Image Generation
Paper • 2409.13346 • Published • 69 -
Training Language Models to Self-Correct via Reinforcement Learning
Paper • 2409.12917 • Published • 140 -
MaskBit: Embedding-free Image Generation via Bit Tokens
Paper • 2409.16211 • Published • 17 -
Emu3: Next-Token Prediction is All You Need
Paper • 2409.18869 • Published • 97 -
FreeScale: Unleashing the Resolution of Diffusion Models via Tuning-Free Scale Fusion
Paper • 2412.09626 • Published • 21 -
Byte Latent Transformer: Patches Scale Better Than Tokens
Paper • 2412.09871 • Published • 108 -
ColorFlow: Retrieval-Augmented Image Sequence Colorization
Paper • 2412.11815 • Published • 26 -
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
Paper • 2412.18319 • Published • 39 -
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs
Paper • 2501.06186 • Published • 65 -
Transformer^2: Self-adaptive LLMs
Paper • 2501.06252 • Published • 55 -
MiniMax-01: Scaling Foundation Models with Lightning Attention
Paper • 2501.08313 • Published • 300 -
Padding Tone: A Mechanistic Analysis of Padding Tokens in T2I Models
Paper • 2501.06751 • Published • 32 -
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Paper • 2501.12948 • Published • 441 -
Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation
Paper • 2501.12202 • Published • 49 -
ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
Paper • 2502.00299 • Published • 3 -
Region-Adaptive Sampling for Diffusion Transformers
Paper • 2502.10389 • Published • 53 -
ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation
Paper • 2502.18364 • Published • 36 -
Transformers without Normalization
Paper • 2503.10622 • Published • 170 -
CFG-Zero*: Improved Classifier-Free Guidance for Flow Matching Models
Paper • 2503.18886 • Published • 24 -
D^2iT: Dynamic Diffusion Transformer for Accurate Image Generation
Paper • 2504.09454 • Published • 11 -
FlowTok: Flowing Seamlessly Across Text and Image Tokens
Paper • 2503.10772 • Published • 19 -
Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection
Paper • 2503.12271 • Published • 9 -
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning
Paper • 2504.16080 • Published • 15 -
DiT-Air: Revisiting the Efficiency of Diffusion Model Architecture Design in Text to Image Generation
Paper • 2503.10618 • Published • 19 -
Softpick: No Attention Sink, No Massive Activations with Rectified Softmax
Paper • 2504.20966 • Published • 31 -
Flow-GRPO: Training Flow Matching Models via Online RL
Paper • 2505.05470 • Published • 88 -
ZeroSearch: Incentivize the Search Capability of LLMs without Searching
Paper • 2505.04588 • Published • 65 -
OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning
Paper • 2505.04601 • Published • 29 -
Absolute Zero: Reinforced Self-play Reasoning with Zero Data
Paper • 2505.03335 • Published • 189 -
Align Your Flow: Scaling Continuous-Time Flow Map Distillation
Paper • 2506.14603 • Published • 19 -
Medical World Model: Generative Simulation of Tumor Evolution for Treatment Planning
Paper • 2506.02327 • Published • 20 -
V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning
Paper • 2506.09985 • Published • 31 -
ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development
Paper • 2506.05010 • Published • 80 -
BlenderFusion: 3D-Grounded Visual Editing and Generative Compositing
Paper • 2506.17450 • Published • 64 -
R-Zero: Self-Evolving Reasoning LLM from Zero Data
Paper • 2508.05004 • Published • 130 -
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference
Paper • 2508.02193 • Published • 136 -
Representation Shift: Unifying Token Compression with FlashAttention
Paper • 2508.00367 • Published • 16 -
Qwen-Image Technical Report
Paper • 2508.02324 • Published • 272 -
Task structure and nonlinearity jointly determine learned representational geometry
Paper • 2401.13558 • Published -
DCPO: Dynamic Clipping Policy Optimization
Paper • 2509.02333 • Published • 22 -
DoPE: Denoising Rotary Position Embedding
Paper • 2511.09146 • Published • 97 -
Inferix: A Block-Diffusion based Next-Generation Inference Engine for World Simulation
Paper • 2511.20714 • Published • 50 -
Distribution Matching Distillation Meets Reinforcement Learning
Paper • 2511.13649 • Published • 5 -
SD3.5-Flash: Distribution-Guided Distillation of Generative Flows
Paper • 2509.21318 • Published • 11 -
TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows
Paper • 2512.05150 • Published • 76 -
EMMA: Efficient Multimodal Understanding, Generation, and Editing with a Unified Architecture
Paper • 2512.04810 • Published • 26 -
Distribution Matching Variational AutoEncoder
Paper • 2512.07778 • Published • 29 -
NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation
Paper • 2601.02204 • Published • 62 -
DR-LoRA: Dynamic Rank LoRA for Mixture-of-Experts Adaptation
Paper • 2601.04823 • Published • 7 -
Phi-4-reasoning-vision-15B Technical Report
Paper • 2603.03975 • Published • 7