FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion
Models

FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models

29 March 2024

Barbara Toniella Corradini

Guillaume Couairon

Franco Scarselli

Papers citing "FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models"

14 / 14 papers shown

Title
DiffusionEngine: Diffusion Model is Scalable Data Engine for Object Detection Manlin Zhang Jie Wu Yuxi Ren Ming Li Jie Qin Xuefeng Xiao Wei Liu Rui Wang Min Zheng Andy J. Ma DiffM 65 21 0 07 Sep 2023
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP Qihang Yu Ju He XueQing Deng Xiaohui Shen Liang-Chieh Chen VLM CLIP 64 144 0 04 Aug 2023
Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning Vladislav Lialin Vijeta Deshpande Anna Rumshisky 68 170 0 28 Mar 2023
DiffusionDet: Diffusion Model for Object Detection Shoufa Chen Pei Sun Yibing Song Ping Luo 91 450 0 17 Nov 2022
PaLI: A Jointly-Scaled Multilingual Language-Image Model Xi Chen Tianlin Li Soravit Changpinyo A. Piergiovanni Piotr Padlewski ... Andreas Steiner A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut MLLM VLM 65 704 0 14 Sep 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 290 3,458 0 29 Apr 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 300 6,768 0 13 Apr 2022
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 234 526 0 06 Dec 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 443 2,340 0 02 Sep 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 397 3,778 0 11 Feb 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 317 6,657 0 23 Dec 2020
Single-Stage Semantic Segmentation from Image Labels Nikita Araslanov Stefan Roth 64 249 0 16 May 2020
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 124 12,007 0 13 Nov 2019
Zero-Shot Semantic Segmentation Max Bucher Tuan-Hung Vu Matthieu Cord P. Pérez VLM SSeg 117 319 0 03 Jun 2019

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