图像生成

Bespoke Solvers for Generative Flow Models

Neta Shaul, Juan Perez, Ricky T. Q. Chen, Ali Thabet, Albert Pumarola, Yaron Lipman

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

CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model

Zhen Ye, Wei Xue, Xu Tan, Jie Chen, Qifeng Liu, Yike Guo

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

Comments Accepted to ACM MM 2023

LightSpeed: Light and Fast Neural Light Fields on Mobile Devices

Aarush Gupta, Junli Cao, Chaoyang Wang, Ju Hu, Sergey Tulyakov, Jian Ren, László A Jeni

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

Comments Project Page: http://lightspeed-r2l.github.io/ . Add camera ready version

Journal ref NeurIPS 2023

Distance Weighted Trans Network for Image Completion

Pourya Shamsolmoali, Masoumeh Zareapoor, Huiyu Zhou, Xuelong Li, Yue Lu

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

Finite Scalar Quantization: VQ-VAE Made Simple

Fabian Mentzer, David Minnen, Eirikur Agustsson, Michael Tschannen

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

Comments Code: https://github.com/google-research/google-research/tree/master/fsq

GeRA: Label-Efficient Geometrically Regularized Alignment

Dustin Klebe, Tal Shnitzer, Mikhail Yurochkin, Leonid Karlinsky, Justin Solomon

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

Comments 9 pages

Fine-Grained is Too Coarse: A Novel Data-Centric Approach for Efficient Scene Graph Generation

Neau Maëlic, Paulo E. Santos, Anne-Gwenn Bosser, Cédric Buche

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

Posterior sampling algorithms for unsupervised speech enhancement with recurrent variational autoencoder

Mostafa Sadeghi, Romain Serizel

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

Sampling From Autoencoders' Latent Space via Quantization And Probability Mass Function Concepts

Aymene Mohammed Bouayed, Adrian Iaccovelli, David Naccache

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

Quasi-Monte Carlo Algorithms (not only) for Graphics Software

Alexander Keller, Carsten Wächter, Nikolaus Binder

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

CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification

Zhenrong Shen, Maosong Cao, Sheng Wang, Lichi Zhang, Qian Wang

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

Journal ref 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023)

SAR-NeRF: Neural Radiance Fields for Synthetic Aperture Radar Multi-View Representation

Zhengxin Lei, Feng Xu, Jiangtao Wei, Feng Cai, Feng Wang, Ya-Qiu Jin

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

KDEformer: Accelerating Transformers via Kernel Density Estimation

Amir Zandieh, Insu Han, Majid Daliri, Amin Karbasi

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

Comments 26 pages, 7 figures

Efficient Text-Guided 3D-Aware Portrait Generation with Score Distillation Sampling on Distribution

Yiji Cheng, Fei Yin, Xiaoke Huang, Xintong Yu, Jiaxiang Liu, Shikun Feng, Yujiu Yang, Yansong Tang

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

Non-convex approaches for low-rank tensor completion under tubal sampling

Zheng Tan, Longxiu Huang, HanQin Cai, Yifei Lou

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

Journal ref IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1-5. IEEE, 2023

A Comprehensive Survey of Image Augmentation Techniques for Deep Learning

Mingle Xu, Sook Yoon, Alvaro Fuentes, Dong Sun Park

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

Comments Revision

Efficient Scale-Invariant Generator with Column-Row Entangled Pixel Synthesis

Thuan Hoang Nguyen, Thanh Van Le, Anh Tran

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

Comments Accepted to CVPR 2023; Project Page: https://thuanz123.github.io/creps/

Scene Text Synthesis for Efficient and Effective Deep Network Training

Changgong Zhang, Fangneng Zhan, Hongyuan Zhu, Shijian Lu

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

Comments This work has been merged into another project

NFT Marketplace

Piyush Batra, Gagan Raj Singh, Ritik Gandhi

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

Comments Report for MULTIMEDIA COMMUNICATIONS course project

IC-FPS: Instance-Centroid Faster Point Sampling Module for 3D Point-base Object Detection

Hu Haotian, Wang Fanyi, Su Jingwen, Gao Shiyu, Zhang Zhiwang

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

Hardware Acceleration of Progressive Refinement Radiosity using Nvidia RTX

Benjamin Kahl

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

Comments 114 pages

Guiding Energy-based Models via Contrastive Latent Variables

Hankook Lee, Jongheon Jeong, Sejun Park, Jinwoo Shin

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

Comments Accepted to ICLR 2023 (Spotlight). The code is available at https://github.com/hankook/CLEL

Generative Sampling in Bundle Tractography using Autoencoders (GESTA)

Jon Haitz Legarreta, Laurent Petit, Pierre-Marc Jodoin, Maxime Descoteaux

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

Comments Preprint. Published in Medical Image Analysis 85 (2023) 102761

Efficient Flow-Guided Multi-frame De-fencing

Stavros Tsogkas, Fengjia Zhang, Allan Jepson, Alex Levinshtein

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

Comments 16 pages, 12 figures. Published at the Winter Conference on Application of Computer Vision (WACV) 2023

Journal ref Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023, pp. 1838-1847

Superficial White Matter Analysis: An Efficient Point-cloud-based Deep Learning Framework with Supervised Contrastive Learning for Consistent Tractography Parcellation across Populations and dMRI Acquisitions

Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Alexandra J. Golby, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell

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

Comments Accepted by Medical Image Analysis

Regeneration Learning: A Learning Paradigm for Data Generation

Xu Tan, Tao Qin, Jiang Bian, Tie-Yan Liu, Yoshua Bengio

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

Simplex Autoencoders

Aymene Mohammed Bouayed, David Naccache

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

Discriminator-Cooperated Feature Map Distillation for GAN Compression

Tie Hu, Mingbao Lin, Lizhou You, Fei Chao, Rongrong Ji

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

Fast Point Cloud Generation with Straight Flows

Lemeng Wu, Dilin Wang, Chengyue Gong, Xingchao Liu, Yunyang Xiong, Rakesh Ranjan, Raghuraman Krishnamoorthi, Vikas Chandra, Qiang Liu

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

Efficient Feature Extraction for High-resolution Video Frame Interpolation

Moritz Nottebaum, Stefan Roth, Simone Schaub-Meyer

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

Comments Accepted to BMVC 2022. Code: https://github.com/visinf/fldr-vfi