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DeepCache horseee

39

823

apache-2.0

15

[CVPR 2024] DeepCache: Accelerating Diffusion Models for Free

training-free diffusion-models stable-diffusion model-compression efficient-inference

Created 2023-12-01

125 commits to master branch, last one 5 months ago

ControlVideo YBYBZhang

57

789

mit

22

[ICLR 2024] Official pytorch implementation of "ControlVideo: Training-free Controllable Text-to-Video Generation"

training-free diffusion-models video-generation

Created 2023-05-22

30 commits to master branch, last one about a year ago

T-GATE HaozheLiu-ST

24

370

mit

11

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

pytorch diffusers diffusion inference efficiency text2image transformer training-free cross-attention cross-attention-diffusers

Created 2024-03-28

139 commits to main branch, last one 4 months ago

InfLLM thunlp

29

312

mit

16

The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Memory"

llm long-context training-free large-language-models

Created 2024-03-03

41 commits to main branch, last one 8 months ago

AsyncDiff czg1225

11

169

apache-2.0

4

[NeurIPS 2024] AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising

text-to-image text-to-video training-free diffusion-models stable-diffusion efficient-inference distributed-computing inference-acceleration

Created 2024-05-31

63 commits to main branch, last one 2 months ago

VideoElevator YBYBZhang

5

148

unknown

12

[AAAI 2025] Official pytorch implementation of "VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models"

training-free video-generation text-to-video-generation

Created 2024-03-02

8 commits to master branch, last one 8 months ago

DPSDA microsoft

9

81

mit

7

Private Evolution: Generating DP Synthetic Data without Training [ICLR 2024, ICML 2024]

training-free synthetic-data foundation-models private-evolution differential-privacy

Created 2023-05-18

9 commits to main branch, last one a day ago

AdaptiveDiffusion UniModal4Reasoning

3

79

apache-2.0

4

[NeurIPS'24] Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy

training-free diffusion-models stable-diffusion adaptive-inference model-acceleration efficient-inference

Created 2024-10-11

14 commits to master branch, last one about a month ago

UniCtrl XuweiyiChen

2

65

mit

4

Official implementation of UniCtrl: Improving the Spatiotemporal Consistency of Text-to-Video Diffusion Models via Training-Free Unified Attention Control

training-free attention-mechanism video-diffusion-model

Created 2024-03-04

27 commits to main branch, last one 22 days ago

FreeVA whwu95

0

52

apache-2.0

2

FreeVA: Offline MLLM as Training-Free Video Assistant

llava chatbot chatgpt training-free video-understanding vision-language-model video-question-answering zero-shot-video-captioning multimodal-large-language-models

Created 2024-05-13

16 commits to main branch, last one 6 months ago

NACLIP sinahmr

5

43

mit

3

PyTorch Implementation of NACLIP in "Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation"

training-free open-vocabulary semantic-segmentation open-vocabulary-semantic-segmentation

Created 2024-04-03

11 commits to main branch, last one 2 months ago

freedom NikosEfth

2

39

mit

3

Official PyTorch implementation of the WACV 2025 paper "Composed Image Retrieval for Training-FREE DOMain Conversion".

clip siglip cross-domain deep-learning training-free computer-vision image-retrieval neural-networks domain-conversion cross-domain-learning composed-image-retrieval

Created 2024-11-08

26 commits to main branch, last one 3 days ago

iseg.code linsun449

1

34

unknown

2

This repo is the official implementation of iSeg: An Iterative Refinement-based Framework for Training-free Segmentation.

cross-domain training-free diffusion-model semantic-segmentation open-vocabulary-semantic-segmentation

Created 2024-09-04

13 commits to master branch, last one 26 days ago