DDP: Diffusion Model for Dense Visual Prediction

30 March 2023

Lanqing Hong

Ping Luo

Papers citing "DDP: Diffusion Model for Dense Visual Prediction"

50 / 103 papers shown

Title
GazeHTA: End-to-end Gaze Target Detection with Head-Target Association Zhi-Yi Lin Jouh Yeong Chew J. C. V. Gemert Xucong Zhang 36 1 0 16 Apr 2024
Digging into contrastive learning for robust depth estimation with diffusion models Jiyuan Wang Chunyu Lin Lang Nie K. Liao Shuwei Shao Yao Zhao 39 3 0 15 Apr 2024
Implicit and Explicit Language Guidance for Diffusion-based Visual Perception Hefeng Wang Jiale Cao Jin Xie Aiping Yang Yanwei Pang VLM DiffM 44 2 0 11 Apr 2024
Improving Bird's Eye View Semantic Segmentation by Task Decomposition Tianhao Zhao Yongcan Chen Yu-Huan Wu Tianyang Liu Bo Du ... Shi Qiu Hongda Yang Guozhen Li Yi Yang Yutian Lin 43 6 0 02 Apr 2024
ECoDepth: Effective Conditioning of Diffusion Models for Monocular Depth Estimation Suraj Patni Aradhye Agarwal Chetan Arora VLM DiffM MDE 33 26 0 27 Mar 2024
3D Object Detection from Point Cloud via Voting Step Diffusion Haoran Hou Mingtao Feng Zijie Wu Weisheng Dong Qing Zhu Yaonan Wang Ajmal Saeed Mian DiffM 3DPC 35 4 0 21 Mar 2024
DepthFM: Fast Monocular Depth Estimation with Flow Matching Ming Gui Johannes S. Fischer Ulrich Prestel Pingchuan Ma Dmytro Kotovenko Olga Grebenkova S. A. Baumann Vincent Tao Hu Bjorn Ommer MDE 34 52 0 20 Mar 2024
GeoWizard: Unleashing the Diffusion Priors for 3D Geometry Estimation from a Single Image Xiao Fu Wei Yin Mu Hu Kaixuan Wang Yuexin Ma Ping Tan Shaojie Shen Dahua Lin Xiaoxiao Long DiffM 48 104 0 18 Mar 2024
SceneSense: Diffusion Models for 3D Occupancy Synthesis from Partial Observation Alec Reed Brendan Crowe Doncey Albin Lorin Achey Bradley Hayes Christoffer Heckman DiffM 35 1 0 18 Mar 2024
Zippo: Zipping Color and Transparency Distributions into a Single Diffusion Model Kangyang Xie Binbin Yang Hao Chen Meng Wang Cheng Zou Hui Xue Ming Yang Chunhua Shen DiffM 30 1 0 17 Mar 2024
Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors Shiyin Dong Mingrui Zhu Kun Cheng Nannan Wang Xinbo Gao DiffM 17 3 0 29 Jan 2024
SSR: SAM is a Strong Regularizer for domain adaptive semantic segmentation Yanqi Ge Ye Huang Wen Li Lixin Duan 19 0 0 26 Jan 2024
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data Lihe Yang Bingyi Kang Zilong Huang Xiaogang Xu Jiashi Feng Hengshuang Zhao VLM 142 706 0 19 Jan 2024
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting Wouter Van Gansbeke Bert De Brabandere DiffM 32 11 0 18 Jan 2024
Harnessing Diffusion Models for Visual Perception with Meta Prompts Qiang Wan Zilong Huang Bingyi Kang Jiashi Feng Li Zhang MDE VLM 11 15 0 22 Dec 2023
Zero-Shot Metric Depth with a Field-of-View Conditioned Diffusion Model Saurabh Saxena Junhwa Hur Charles Herrmann Deqing Sun David J. Fleet DiffM 41 26 0 20 Dec 2023
SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process Meng Wang Henghui Ding Jun Hao Liew Jiajun Liu Yao-Min Zhao Yunchao Wei DiffM 25 17 0 19 Dec 2023
Diffusion for Natural Image Matting Yihan Hu Yiheng Lin Wei Wang Yao-Min Zhao Yunchao Wei Humphrey Shi 28 7 0 10 Dec 2023
Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation B. Ke Anton Obukhov Shengyu Huang Nando Metzger Rodrigo Caye Daudt Konrad Schindler VLM MDE 32 142 0 04 Dec 2023
DREAM: Diffusion Rectification and Estimation-Adaptive Models Jinxin Zhou Tianyu Ding Tianyi Chen Jiachen Jiang Ilya Zharkov Zhihui Zhu Luming Liang 18 7 0 30 Nov 2023
DiffusionTalker: Personalization and Acceleration for Speech-Driven 3D Face Diffuser Peng Chen Xiaobao Wei Ming Lu Yitong Zhu Nai-Ming Yao Xingyu Xiao Hui Chen 26 11 0 28 Nov 2023
DiffusionMat: Alpha Matting as Sequential Refinement Learning Yangyang Xu Shengfeng He Wenqi Shao Kwan-Yee K. Wong Yu Qiao Ping Luo DiffM 21 3 0 22 Nov 2023
MonoDiffusion: Self-Supervised Monocular Depth Estimation Using Diffusion Model Shuwei Shao Zhongcai Pei Weihai Chen Dingchi Sun Peter C. Y. Chen Zhengguo Li MDE DiffM 11 7 0 13 Nov 2023
Analysis of NaN Divergence in Training Monocular Depth Estimation Model Bum Jun Kim Hyeonah Jang Sang Woo Kim 21 0 0 07 Nov 2023
SegGen: Supercharging Segmentation Models with Text2Mask and Mask2Img Synthesis Hanrong Ye Jason Kuen Qing Liu Zhe-nan Lin Brian L. Price Dan Xu VLM 18 10 0 06 Nov 2023
DiffRef3D: A Diffusion-based Proposal Refinement Framework for 3D Object Detection Se-Ho Kim Inyong Koo Inyoung Lee Byeongjun Park Changick Kim DiffM 11 5 0 25 Oct 2023
Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Haonan Wang Xiaomeng Li 33 29 0 17 Oct 2023
A Survey on Video Diffusion Models Zhen Xing Qijun Feng Haoran Chen Qi Dai Hang-Rui Hu Hang Xu Zuxuan Wu Yu-Gang Jiang EGVM VGen 55 116 0 16 Oct 2023
Interpretable Diffusion via Information Decomposition Xianghao Kong Ollie Liu Han Li Dani Yogatama Greg Ver Steeg 18 19 0 12 Oct 2023
MagicDrive: Street View Generation with Diverse 3D Geometry Control Ruiyuan Gao Kai Chen Enze Xie Lanqing Hong Zhenguo Li Dit-Yan Yeung Qiang Xu DiffM 36 103 0 04 Oct 2023
Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for Pixel-Level Semantic Segmentation Quang H. Nguyen T. Vu Anh Tran Kim Dan Nguyen DiffM 17 83 0 25 Sep 2023
Diffusion-based 3D Object Detection with Random Boxes Xin Zhou Jinghua Hou Tingting Yao Dingkang Liang Zhe Liu Zhikang Zou Xiaoqing Ye Jianwei Cheng Xiang Bai DiffM 22 8 0 05 Sep 2023
Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models Minheng Ni Yabo Zhang Kailai Feng Xiaoming Li Yiwen Guo W. Zuo DiffM 18 24 0 31 Aug 2023
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Radu Timotfe Luc Van Gool DiffM VLM 31 14 0 26 Aug 2023
Diffusion Model for Camouflaged Object Detection Zhe Chen Rongrong Gao Tian-Zhu Xiang Fanzhao Lin DiffM 24 19 0 01 Aug 2023
Contrastive Conditional Latent Diffusion for Audio-visual Segmentation Yuxin Mao Jing Zhang Mochu Xiang Yun-Qiu Lv Yiran Zhong Yuchao Dai DiffM 38 28 0 31 Jul 2023
GeoDiffusion: Text-Prompted Geometric Control for Object Detection Data Generation Kai Chen Enze Xie Zhe Chen Yibo Wang Lanqing Hong Zhenguo Li Dit-Yan Yeung DiffM 20 21 0 07 Jun 2023
DFormer: Diffusion-guided Transformer for Universal Image Segmentation Hefeng Wang Jiale Cao Rao Muhammad Anwer J. Xie F. Khan Yanwei Pang DiffM 27 18 0 06 Jun 2023
Diffusion Model for Dense Matching Jisu Nam Gyuseong Lee Sunwoo Kim Ines Hyeonsu Kim Hyoungwon Cho Seyeong Kim Seung Wook Kim DiffM 21 9 0 30 May 2023
Graph Propagation Transformer for Graph Representation Learning Zhe Chen Hao Hao Tan Tao Wang Tianrun Shen Tong Lu Qiuying Peng Cheng Cheng Yue Qi 25 11 0 19 May 2023
CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model Zhe Ye Wei Xue Xuejiao Tan Jie Chen Qi-fei Liu Yi-Ting Guo DiffM 28 40 0 11 May 2023
InternGPT: Solving Vision-Centric Tasks by Interacting with ChatGPT Beyond Language Zhaoyang Liu Yinan He Wenhai Wang Weiyun Wang Yi Wang ... Yali Wang Limin Wang Ping Luo Jifeng Dai Yu Qiao LRM MLLM 19 79 0 09 May 2023
High-level Feature Guided Decoding for Semantic Segmentation Ye Huang Di Kang Shenghua Gao Wen Li Lixin Duan 18 0 0 15 Mar 2023
LoG-CAN: local-global Class-aware Network for semantic segmentation of remote sensing images Xiaowen Ma Mengting Ma Chenlu Hu Zhiyuan Song Zi-Shu Zhao Tian Feng Wei Zhang 38 12 0 14 Mar 2023
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model Junde Wu Rao Fu Huihui Fang Yu Zhang Yehui Yang Haoyi Xiong Huiying Liu Yanwu Xu MedIm VLM DiffM 103 241 0 01 Nov 2022
DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking Gabriele Corso Hannes Stärk Bowen Jing Regina Barzilay Tommi Jaakkola DiffM 134 409 0 04 Oct 2022
Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions Sitan Chen Sinho Chewi Jungshian Li Yuanzhi Li Adil Salim Anru R. Zhang DiffM 132 246 0 22 Sep 2022
CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers Wenyi Hong Ming Ding Wendi Zheng Xinghan Liu Jie Tang DiffM 248 565 0 29 May 2022
Protein Structure and Sequence Generation with Equivariant Denoising Diffusion Probabilistic Models N. Anand Tudor Achim DiffM 183 173 0 26 May 2022
Multimodal Virtual Point 3D Detection Tianwei Yin Xingyi Zhou Philipp Krahenbuhl 3DPC 148 245 0 12 Nov 2021