cross-attention 开源项目推荐（131 个）

autonomousvision /unimatch

[TPAMI'23] Unifying Flow, Stereo and Depth Estimation

bloc97 /CrossAttentionControl

具有稳定扩散的“具有交叉注意力控制的预提示图像编辑”的非官方实现

unum-cloud /UForm

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

HaozheLiu-ST /T-GATE

T-GATE: Temporally Gating Attention to Accelerate Diffusion Model for Free!

wooyeolbaek /attention-map-diffusers

attention map tools for huggingface/diffusers

lucidrains /CALM-pytorch

Implementation of CALM from the paper "LLM Augmented LLMs: Expanding Capabilities through Composition", out of Google Deepmind

aliasgharkhani /SLiMe

1-shot image segmentation using Stable Diffusion

laowu-code /iTansformer_LSTM_CA_KAN

This is the implementation of the paper Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Temporal and Covariate Interactions

xiaogang00 /LLVE_STCD

This is the project for the paper of "Low-Light Video Enhancement via Spatial-Temporal Consistent Decomposition" in IJCAI2025

continental /6Img-to-3D

[IV 2025, Oral] Official code of "6Img-to-3D: Few-Image Large-Scale Outdoor Novel View Synthesis"

akashe /Multimodal-action-recognition

Code on selecting an action based on multimodal inputs. Here in this case inputs are voice and text.

KHU-VLL /CAST

[NeurIPS 2023] Official implementation of the paper "CAST: Cross-Attention in Space and Time for Video Action Recognition"

EnergyAttention /Energy-Based-CrossAttention

The official repository of "Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models".

timbroed /HRFuser

[ITSC-2023] HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object Detection

augustwester /transformer-xl

A lightweight PyTorch implementation of the Transformer-XL architecture proposed by Dai et al. (2019)

jhakrraman /rt-xnet

[ICIP 2025] Official implementation of RT-X Net: RGB-Thermal cross attention network for Low-Light Image Enhancement

cent664 /SSRIW

Tensorflow implementation of 'Robust Image Watermarking based on Cross-Attention and Invariant Domain Learning'

ameencaslam /deepfake-detection-project-v4

Detect Deepfaked Faces Using Multiple Deeplearning Models

Caoxuheng /FeafusFormer

TGRS: Code for "Unsupervised Hybrid Network of Transformer and CNN for Blind Hyperspectral and RGB Image Fusion"

oppolla /Self-Organizing-Virtual-Lifeform

SOVL System (Self-Organizing Virtual Lifeform): A complex, purpose-agnostic autonomous agent with continuous, asynchronous learning capabilities via a dynamic scaffolded LLM and a frozen base LLM