MambaVision: A Hybrid Mamba-Transformer Vision Backbone Paper • 2407.08083 • Published Jul 10, 2024 • 32
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model Paper • 2408.11039 • Published Aug 20, 2024 • 63
The Mamba in the Llama: Distilling and Accelerating Hybrid Models Paper • 2408.15237 • Published Aug 27, 2024 • 42
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think Paper • 2409.11355 • Published Sep 17, 2024 • 30
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning Paper • 2409.12183 • Published Sep 18, 2024 • 39
InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning Paper • 2409.12568 • Published Sep 19, 2024 • 50
Imagine yourself: Tuning-Free Personalized Image Generation Paper • 2409.13346 • Published Sep 20, 2024 • 70
Training Language Models to Self-Correct via Reinforcement Learning Paper • 2409.12917 • Published Sep 19, 2024 • 140
MaskBit: Embedding-free Image Generation via Bit Tokens Paper • 2409.16211 • Published Sep 24, 2024 • 17
FreeScale: Unleashing the Resolution of Diffusion Models via Tuning-Free Scale Fusion Paper • 2412.09626 • Published Dec 12, 2024 • 21
Byte Latent Transformer: Patches Scale Better Than Tokens Paper • 2412.09871 • Published Dec 13, 2024 • 108
ColorFlow: Retrieval-Augmented Image Sequence Colorization Paper • 2412.11815 • Published Dec 16, 2024 • 26
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search Paper • 2412.18319 • Published Dec 24, 2024 • 39
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs Paper • 2501.06186 • Published Jan 10 • 65
MiniMax-01: Scaling Foundation Models with Lightning Attention Paper • 2501.08313 • Published Jan 14 • 301
Padding Tone: A Mechanistic Analysis of Padding Tokens in T2I Models Paper • 2501.06751 • Published Jan 12 • 32
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published Jan 22 • 429
Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation Paper • 2501.12202 • Published Jan 21 • 48
ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference Paper • 2502.00299 • Published Feb 1 • 2
ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation Paper • 2502.18364 • Published Feb 25 • 37
CFG-Zero*: Improved Classifier-Free Guidance for Flow Matching Models Paper • 2503.18886 • Published Mar 24 • 23
D^2iT: Dynamic Diffusion Transformer for Accurate Image Generation Paper • 2504.09454 • Published Apr 13 • 11
Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection Paper • 2503.12271 • Published Mar 15 • 9
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning Paper • 2504.16080 • Published Apr 22 • 15
DiT-Air: Revisiting the Efficiency of Diffusion Model Architecture Design in Text to Image Generation Paper • 2503.10618 • Published Mar 13 • 18
Softpick: No Attention Sink, No Massive Activations with Rectified Softmax Paper • 2504.20966 • Published Apr 29 • 32
ZeroSearch: Incentivize the Search Capability of LLMs without Searching Paper • 2505.04588 • Published May 7 • 65
OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning Paper • 2505.04601 • Published May 7 • 29
Absolute Zero: Reinforced Self-play Reasoning with Zero Data Paper • 2505.03335 • Published May 6 • 188
Align Your Flow: Scaling Continuous-Time Flow Map Distillation Paper • 2506.14603 • Published Jun 17 • 19
Medical World Model: Generative Simulation of Tumor Evolution for Treatment Planning Paper • 2506.02327 • Published Jun 2 • 20
V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning Paper • 2506.09985 • Published Jun 11 • 29
ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development Paper • 2506.05010 • Published Jun 5 • 79
BlenderFusion: 3D-Grounded Visual Editing and Generative Compositing Paper • 2506.17450 • Published Jun 20 • 64
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference Paper • 2508.02193 • Published Aug 4 • 132
Representation Shift: Unifying Token Compression with FlashAttention Paper • 2508.00367 • Published Aug 1 • 15
Task structure and nonlinearity jointly determine learned representational geometry Paper • 2401.13558 • Published Jan 24, 2024
Inferix: A Block-Diffusion based Next-Generation Inference Engine for World Simulation Paper • 2511.20714 • Published 14 days ago • 45
Distribution Matching Distillation Meets Reinforcement Learning Paper • 2511.13649 • Published 22 days ago • 2
SD3.5-Flash: Distribution-Guided Distillation of Generative Flows Paper • 2509.21318 • Published Sep 25 • 10
TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows Paper • 2512.05150 • Published 6 days ago • 53