图像生成

EG4D: Explicit Generation of 4D Object without Score Distillation

Qi Sun, Zhiyang Guo, Ziyu Wan, Jing Nathan Yan, Shengming Yin, Wengang Zhou, Jing Liao, Houqiang Li

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

ID-to-3D: Expressive ID-guided 3D Heads via Score Distillation Sampling

Francesca Babiloni, Alexandros Lattas, Jiankang Deng, Stefanos Zafeiriou

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

Comments Explore our 3D results at: https://idto3d.github.io ; fixed broken url to project page

DreamPropeller: Supercharge Text-to-3D Generation with Parallel Sampling

Linqi Zhou, Andy Shih, Chenlin Meng, Stefano Ermon

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

Comments Github repo: https://github.com/alexzhou907/DreamPropeller; Project page: https://alexzhou907.github.io/dreampropeller_page/

ToDo: Token Downsampling for Efficient Generation of High-Resolution Images

Ethan Smith, Nayan Saxena, Aninda Saha

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

Journal ref 2024, Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence

On Good Practices for Task-Specific Distillation of Large Pretrained Visual Models

Juliette Marrie, Michael Arbel, Julien Mairal, Diane Larlus

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

Journal ref Published in Transactions on Machine Learning Research (TMLR), 2024

A Nasal Cytology Dataset for Object Detection and Deep Learning

Mauro Camporeale, Giovanni Dimauro, Matteo Gelardi, Giorgia Iacobellis, Mattia Sebastiano Ladisa, Sergio Latrofa, Nunzia Lomonte

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

Comments Pre Print almost ready to be submitted

Neural Shrödinger Bridge Matching for Pansharpening

Zihan Cao, Xiao Wu, Liang-Jian Deng

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks

Rui-Jie Zhu, Malu Zhang, Qihang Zhao, Haoyu Deng, Yule Duan, Liang-Jian Deng

专题命中 效率与蒸馏 ：image generation(abstract)；分类 cs.CV

Comments Accepted by IEEE Transactions on Neural Networks and Learning Systems

Embodied Agents for Efficient Exploration and Smart Scene Description

Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

Comments Accepted by IEEE International Conference on Robotics and Automation (ICRA 2023)

InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models

Jiale Xu, Weihao Cheng, Yiming Gao, Xintao Wang, Shenghua Gao, Ying Shan

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

Comments Technical report. Project: https://github.com/TencentARC/InstantMesh

Data-Efficient Multimodal Fusion on a Single GPU

Noël Vouitsis, Zhaoyan Liu, Satya Krishna Gorti, Valentin Villecroze, Jesse C. Cresswell, Guangwei Yu, Gabriel Loaiza-Ganem, Maksims Volkovs

专题命中 效率与蒸馏 ：text-to-image(abstract)；分类 cs.CV

Comments CVPR 2024 (Highlight)

High Noise Scheduling is a Must

Mahmut S. Gokmen, Cody Bumgardner, Jie Zhang, Ge Wang, Jin Chen

专题命中 效率与蒸馏 ：image generation(abstract)；分类 cs.CV

Hash3D: Training-free Acceleration for 3D Generation

Xingyi Yang, Xinchao Wang

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

Comments https://adamdad.github.io/hash3D/

Towards Label-Efficient Human Matting: A Simple Baseline for Weakly Semi-Supervised Trimap-Free Human Matting

Beomyoung Kim, Myeong Yeon Yi, Joonsang Yu, Young Joon Yoo, Sung Ju Hwang

专题命中 效率与蒸馏 ：image synthesis(abstract)；分类 cs.CV

Comments Preprint, 15 pages, 13 figures

HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions

Hao Xu, Haipeng Li, Yinqiao Wang, Shuaicheng Liu, Chi-Wing Fu

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

GRM: Large Gaussian Reconstruction Model for Efficient 3D Reconstruction and Generation

Yinghao Xu, Zifan Shi, Wang Yifan, Hansheng Chen, Ceyuan Yang, Sida Peng, Yujun Shen, Gordon Wetzstein

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

Comments Project page: https://justimyhxu.github.io/projects/grm/ Code: https://github.com/justimyhxu/GRM

SuperLoRA: Parameter-Efficient Unified Adaptation of Multi-Layer Attention Modules

Xiangyu Chen, Jing Liu, Ye Wang, Pu Perry Wang, Matthew Brand, Guanghui Wang, Toshiaki Koike-Akino

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

Comments 33 pages, 29 figures

$V_kD:$ Improving Knowledge Distillation using Orthogonal Projections

Roy Miles, Ismail Elezi, Jiankang Deng

专题命中 效率与蒸馏 ：image generation(abstract)；分类 cs.CV

Comments CVPR 2024. Code available at https://github.com/roymiles/vkd

Fine-tuning a Multiple Instance Learning Feature Extractor with Masked Context Modelling and Knowledge Distillation

Juan I. Pisula, Katarzyna Bozek

专题命中 效率与蒸馏 ：image generation(abstract)；分类 cs.CV

Sequential Flow Straightening for Generative Modeling

Jongmin Yoon, Juho Lee

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

Comments 21 pages, 13 figures

Accelerated Bayesian imaging by relaxed proximal-point Langevin sampling

Teresa Klatzer, Paul Dobson, Yoann Altmann, Marcelo Pereyra, Jesús María Sanz-Serna, Konstantinos C. Zygalakis

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

Comments 34 pages, 13 figures

SC-VAE: Sparse Coding-based Variational Autoencoder with Learned ISTA

Pan Xiao, Peijie Qiu, Sungmin Ha, Abdalla Bani, Shuang Zhou, Aristeidis Sotiras

专题命中 效率与蒸馏 ：image generation(abstract)；分类 cs.CV

Comments 21 pages, 23 figures, and 4 tables

Rethinking the Up-Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection

Chuangchuang Tan, Huan Liu, Yao Zhao, Shikui Wei, Guanghua Gu, Ping Liu, Yunchao Wei

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

Comments 10 pages, 4 figures

Fast Sampling generative model for Ultrasound image reconstruction

Hengrong Lan, Zhiqiang Li, Qiong He, Jianwen Luo

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

Comments submitted to ISBI 2024

Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images

Yanbin Liu, Girish Dwivedi, Farid Boussaid, Frank Sanfilippo, Makoto Yamada, Mohammed Bennamoun

专题命中 效率与蒸馏 ：image generation(abstract)；分类 cs.CV

Comments Published at Computer Methods and Programs in Biomedicine (CMPB) 2023

Journal ref Computer Methods and Programs in Biomedicine (2023): 107685

StableDreamer: Taming Noisy Score Distillation Sampling for Text-to-3D

Pengsheng Guo, Hans Hao, Adam Caccavale, Zhongzheng Ren, Edward Zhang, Qi Shan, Aditya Sankar, Alexander G. Schwing, Alex Colburn, Fangchang Ma

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

DiffusionTalker: Personalization and Acceleration for Speech-Driven 3D Face Diffuser

Peng Chen, Xiaobao Wei, Ming Lu, Yitong Zhu, Naiming Yao, Xingyu Xiao, Hui Chen

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

Control4D: Efficient 4D Portrait Editing with Text

Ruizhi Shao, Jingxiang Sun, Cheng Peng, Zerong Zheng, Boyao Zhou, Hongwen Zhang, Yebin Liu

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

Comments The link to our project website is https://control4darxiv.github.io

MetaDreamer: Efficient Text-to-3D Creation With Disentangling Geometry and Texture

Lincong Feng, Muyu Wang, Maoyu Wang, Kuo Xu, Xiaoli Liu

专题命中 效率与蒸馏 ：diffusion(abstract)；分类 cs.CV

Comments arXiv admin note: text overlap with arXiv:2306.17843, arXiv:2209.14988 by other authors

Image Compression with Product Quantized Masked Image Modeling

Alaaeldin El-Nouby, Matthew J. Muckley, Karen Ullrich, Ivan Laptev, Jakob Verbeek, Hervé Jégou

专题命中 效率与蒸馏 ：image generation(abstract)；分类 cs.CV