mit-han-lab / lpdLinks
Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation
☆80Updated 5 months ago
Alternatives and similar repositories for lpd
Users that are interested in lpd are comparing it to the libraries listed below
Sorting:
- [ICML 2025] This is the official PyTorch implementation of "ZipAR: Accelerating Auto-regressive Image Generation through Spatial Locality…☆53Updated 9 months ago
- [NeurIPS 2024] Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching☆116Updated last year
- FORA introduces simple yet effective caching mechanism in Diffusion Transformer Architecture for faster inference sampling.☆52Updated last year
- [CVPR 2025] CoDe: Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient☆108Updated 3 months ago
- Autoregressive Image Generation with Randomized Parallel Decoding☆81Updated 2 months ago
- Code for our ICCV 2025 paper "Adaptive Caching for Faster Video Generation with Diffusion Transformers"☆163Updated last year
- Official implementation of paper "VMoBA: Mixture-of-Block Attention for Video Diffusion Models"☆58Updated 5 months ago
- [CVPR 2025 Highlight] TinyFusion: Diffusion Transformers Learned Shallow☆153Updated 3 weeks ago
- Towards Scalable Pre-training of Visual Tokenizers for Generation☆357Updated 2 weeks ago
- Codes accompanying the paper "Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment"☆36Updated 10 months ago
- ✈️ [ICCV 2025] Towards Stabilized and Efficient Diffusion Transformers through Long-Skip-Connections with Spectral Constraints☆78Updated 5 months ago
- Dimple, the first Discrete Diffusion Multimodal Large Language Model☆114Updated 5 months ago
- ☆91Updated 9 months ago
- [CVPR 2024 Highlight & TPAMI 2025] This is the official PyTorch implementation of "TFMQ-DM: Temporal Feature Maintenance Quantization for…☆108Updated 3 months ago
- The official implementation for "MonoFormer: One Transformer for Both Diffusion and Autoregression"☆89Updated last year
- ☆37Updated 7 months ago
- [NeurIPS 2025] Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations☆192Updated 3 months ago
- [ICCV 2025] The official implementation of "Neighboring Autoregressive Modeling for Efficient Visual Generation"☆58Updated 8 months ago
- Official implementation of Next Block Prediction: Video Generation via Semi-Autoregressive Modeling☆40Updated 10 months ago
- [NeurIPS 2025] HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation☆73Updated 3 months ago
- ☆140Updated 2 months ago
- ☆188Updated 11 months ago
- [CVPR 2025] Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis☆129Updated 7 months ago
- [NeurIPS'25] dKV-Cache: The Cache for Diffusion Language Models☆126Updated 7 months ago
- (ToCa-v2) A New version of ToCa，with faster speed and better acceleration!☆38Updated 9 months ago
- (ICCV 2025) "Principal Components" Enable A New Language of Images☆75Updated 5 months ago
- [NeurIPS'25] HoliTom: Holistic Token Merging for Fast Video Large Language Models☆66Updated 2 months ago
- [NeurIPS 2025] ScaleKV: Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression☆51Updated last month
- [CVPR 2025] HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation☆59Updated 5 months ago
- Official PyTorch Implementation of "Latent Denoising Makes Good Visual Tokenizers"☆165Updated last week