图像生成

GALA: Geometry-Aware Local Adaptive Grids for Detailed 3D Generation

Dingdong Yang, Yizhi Wang, Konrad Schindler, Ali Mahdavi Amiri, Hao Zhang

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

Semantic Score Distillation Sampling for Compositional Text-to-3D Generation

Ling Yang, Zixiang Zhang, Junlin Han, Bohan Zeng, Runjia Li, Philip Torr, Wentao Zhang

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

Comments Project: https://github.com/YangLing0818/SemanticSDS-3D

SEED-Story: Multimodal Long Story Generation with Large Language Model

Shuai Yang, Yuying Ge, Yang Li, Yukang Chen, Yixiao Ge, Ying Shan, Yingcong Chen

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

Comments Our models, codes and datasets are released in https://github.com/TencentARC/SEED-Story

ETHER: Efficient Finetuning of Large-Scale Models with Hyperplane Reflections

Massimo Bini, Karsten Roth, Zeynep Akata, Anna Khoreva

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

Comments Accepted to ICML 2024. Code available at https://github.com/mwbini/ether

AURA : Automatic Mask Generator using Randomized Input Sampling for Object Removal

Changsuk Oh, H. Jin Kim

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

Posterior sampling via Langevin dynamics based on generative priors

Vishal Purohit, Matthew Repasky, Jianfeng Lu, Qiang Qiu, Yao Xie, Xiuyuan Cheng

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

Efficient Training of Large Vision Models via Advanced Automated Progressive Learning

Changlin Li, Jiawei Zhang, Sihao Lin, Zongxin Yang, Junwei Liang, Xiaodan Liang, Xiaojun Chang

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

Comments Code: https://github.com/changlin31/AutoProg-Zero. arXiv admin note: substantial text overlap with arXiv:2203.14509

Instant Facial Gaussians Translator for Relightable and Interactable Facial Rendering

Dafei Qin, Hongyang Lin, Qixuan Zhang, Kaichun Qiao, Longwen Zhang, Zijun Zhao, Jun Saito, Jingyi Yu, Lan Xu, Taku Komura

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

Comments Project Page: https://dafei-qin.github.io/TransGS.github.io/

Efficient Visualization of Neural Networks with Generative Models and Adversarial Perturbations

Athanasios Karagounis

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

Comments 4 pages, 3 figures

Adversarial Score Distillation: When score distillation meets GAN

Min Wei, Jingkai Zhou, Junyao Sun, Xuesong Zhang

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

Comments CVPR 2024

Feedback-guided Data Synthesis for Imbalanced Classification

Reyhane Askari Hemmat, Mohammad Pezeshki, Florian Bordes, Michal Drozdzal, Adriana Romero-Soriano

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

Data-Efficient Generation for Dataset Distillation

Zhe Li, Weitong Zhang, Sarah Cechnicka, Bernhard Kainz

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

Comments 13 pages, 7 figures

Optimizing 3D Gaussian Splatting for Sparse Viewpoint Scene Reconstruction

Shen Chen, Jiale Zhou, Lei Li

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

Target-Driven Distillation: Consistency Distillation with Target Timestep Selection and Decoupled Guidance

Cunzheng Wang, Ziyuan Guo, Yuxuan Duan, Huaxia Li, Nemo Chen, Xu Tang, Yao Hu

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

Variational Bayesian Imaging with an Efficient Surrogate Score-based Prior

Berthy T. Feng, Katherine L. Bouman

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

Comments Published in Transactions on Machine Learning Research (TMLR) August 2024

VolumeDiffusion: Flexible Text-to-3D Generation with Efficient Volumetric Encoder

Zhicong Tang, Shuyang Gu, Chunyu Wang, Ting Zhang, Jianmin Bao, Dong Chen, Baining Guo

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

RobNODDI: Robust NODDI Parameter Estimation with Adaptive Sampling under Continuous Representation

Taohui Xiao, Jian Cheng, Wenxin Fan, Jing Yang, Cheng Li, Enqing Dong, Shanshan Wang

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

Motion Mamba: Efficient and Long Sequence Motion Generation

Zeyu Zhang, Akide Liu, Ian Reid, Richard Hartley, Bohan Zhuang, Hao Tang

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

Comments Accepted to ECCV 2024

DEF-oriCORN: efficient 3D scene understanding for robust language-directed manipulation without demonstrations

Dongwon Son, Sanghyeon Son, Jaehyung Kim, Beomjoon Kim

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

Segmentation-guided MRI reconstruction for meaningfully diverse reconstructions

Jan Nikolas Morshuis, Matthias Hein, Christian F. Baumgartner

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

Comments Accepted at DGM4MICCAI 2024

CoSIGN: Few-Step Guidance of ConSIstency Model to Solve General INverse Problems

Jiankun Zhao, Bowen Song, Liyue Shen

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

Towards Understanding Unsafe Video Generation

Yan Pang, Aiping Xiong, Yang Zhang, Tianhao Wang

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

Comments 18 pages

DreamView: Injecting View-specific Text Guidance into Text-to-3D Generation

Junkai Yan, Yipeng Gao, Qize Yang, Xihan Wei, Xuansong Xie, Ancong Wu, Wei-Shi Zheng

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

Comments Accepted to ECCV 2024, camera ready version

Image Distillation for Safe Data Sharing in Histopathology

Zhe Li, Bernhard Kainz

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

Comments accepted at MICCAI 2024

Modeling State Shifting via Local-Global Distillation for Event-Frame Gaze Tracking

Jiading Li, Zhiyu Zhu, Jinhui Hou, Junhui Hou, Jinjian Wu

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

Regularized Distribution Matching Distillation for One-step Unpaired Image-to-Image Translation

Denis Rakitin, Ivan Shchekotov, Dmitry Vetrov

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

COT Flow: Learning Optimal-Transport Image Sampling and Editing by Contrastive Pairs

Xinrui Zu, Qian Tao

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

Consistent3D: Towards Consistent High-Fidelity Text-to-3D Generation with Deterministic Sampling Prior

Zike Wu, Pan Zhou, Xuanyu Yi, Xiaoding Yuan, Hanwang Zhang

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

Comments Accepted to CVPR 2024

You Only Scan Once: Efficient Multi-dimension Sequential Modeling with LightNet

Zhen Qin, Yuxin Mao, Xuyang Shen, Dong Li, Jing Zhang, Yuchao Dai, Yiran Zhong

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

Comments Technical report. Yiran Zhong is the corresponding author. The code is available at https://github.com/OpenNLPLab/LightNet

$E^{3}$Gen: Efficient, Expressive and Editable Avatars Generation

Weitian Zhang, Yichao Yan, Yunhui Liu, Xingdong Sheng, Xiaokang Yang

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

Comments Project Page: https://olivia23333.github.io/E3Gen