Sparsity-guided Network Design for Frame Interpolation

9 September 2022

Tianyi Chen

Papers citing "Sparsity-guided Network Design for Frame Interpolation"

50 / 59 papers shown

Title
ATCA: an Arc Trajectory Based Model with Curvature Attention for Video Frame Interpolation Jinfeng Liu Lingtong Kong Jie Yang VGen 54 6 0 01 Aug 2022
JNMR: Joint Non-linear Motion Regression for Video Frame Interpolation Meiqin Liu Chenming Xu Chao Yao Chunyu Lin Yao Zhao VGen 70 7 0 09 Jun 2022
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation Lingtong Kong Boyuan Jiang Donghao Luo Wenqing Chu Xiaoming Huang Ying Tai Chengjie Wang Jie Yang 97 153 0 29 May 2022
RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution Z. Geng Luming Liang Tianyu Ding Ilya Zharkov 54 71 0 27 Mar 2022
Beyond a Video Frame Interpolator: A Space Decoupled Learning Approach to Continuous Image Transition Tao Yang Peiran Ren Xuansong Xie Xia Hua Lei Zhang 34 2 0 18 Mar 2022
Enhancing Deformable Convolution based Video Frame Interpolation with Coarse-to-fine 3D CNN Duolikun Danier Fan Zhang David Bull 36 8 0 15 Feb 2022
Splatting-based Synthesis for Video Frame Interpolation Simon Niklaus Ping Hu Jiawen Chen 71 28 0 25 Jan 2022
ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation Duolikun Danier Fan Zhang David Bull 74 46 0 30 Nov 2021
AdaPool: Exponential Adaptive Pooling for Information-Retaining Downsampling Alexandros Stergiou R. Poppe 65 81 0 01 Nov 2021
Only Train Once: A One-Shot Neural Network Training And Pruning Framework Tianyi Chen Bo Ji Tianyu Ding Biyi Fang Guanyi Wang Zhihui Zhu Luming Liang Yixin Shi Sheng Yi Xiao Tu 85 105 0 15 Jul 2021
CDFI: Compression-Driven Network Design for Frame Interpolation Tianyu Ding Luming Liang Zhihui Zhu Ilya Zharkov 55 97 0 18 Mar 2021
Neural Network Compression Via Sparse Optimization Tianyi Chen Bo Ji Yixin Shi Tianyu Ding Biyi Fang Sheng Yi Xiao Tu 58 16 0 10 Nov 2020
Enhanced Quadratic Video Interpolation Yihao Liu Liangbin Xie Liu Siyao Wenxiu Sun Yu Qiao Chao Dong 62 85 0 10 Sep 2020
Video Frame Interpolation via Generalized Deformable Convolution Zhihao Shi Xiaohong Liu Kangdi Shi Linhui Dai Jun Chen 69 16 0 24 Aug 2020
All at Once: Temporally Adaptive Multi-Frame Interpolation with Advanced Motion Modeling Zhixiang Chi Rasoul Mohammadi Nasiri Zheng Liu Juwei Lu Jin Tang Konstantinos N Plataniotis 93 70 0 23 Jul 2020
BMBC:Bilateral Motion Estimation with Bilateral Cost Volume for Video Interpolation Jun-ho Park Keunsoo Ko Chulwoo Lee Chang-Su Kim 134 207 0 17 Jul 2020
Multiple Video Frame Interpolation via Enhanced Deformable Separable Convolution Xianhang Cheng Zhenzhong Chen 120 134 0 15 Jun 2020
$Orthant Based Proximal Stochastic Gradient Method for $\ell_1$-Regularized Optimization$ Orthant Based Proximal Stochastic Gradient Method for $\ell_1$ -Regularized Optimization Tianyi Chen Tianyu Ding Bo Ji Guanyi Wang Jing Tian Yixin Shi Sheng Yi Xiao Tu Zhihui Zhu 43 28 0 07 Apr 2020
Softmax Splatting for Video Frame Interpolation Simon Niklaus Feng Liu 136 388 0 11 Mar 2020
Quadratic video interpolation Xiangyu Xu Liu Siyao Wenxiu Sun Qian Yin Ming-Hsuan Yang 106 225 0 02 Nov 2019
AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation Hyeongmin Lee Taeoh Kim Tae-Young Chung Daehyun Pak Yuseok Ban Sangyoun Lee 75 242 0 24 Jul 2019
Depth-Aware Video Frame Interpolation Wenbo Bao Wei-Sheng Lai Chao Ma Xiaoyun Zhang Zhiyong Gao Ming-Hsuan Yang MDE 117 504 0 01 Apr 2019
Zoom-In-to-Check: Boosting Video Interpolation via Instance-level Discrimination Liangzhe Yuan Yibo Chen Hantian Liu Tao Kong Jianbo Shi 58 29 0 04 Dec 2018
Deformable ConvNets v2: More Deformable, Better Results Xizhou Zhu Han Hu Stephen Lin Jifeng Dai ObjD 95 2,011 0 27 Nov 2018
MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement Wenbo Bao Wei-Sheng Lai Xiaoyun Zhang Zhiyong Gao Ming-Hsuan Yang 85 321 0 20 Oct 2018
PhaseNet for Video Frame Interpolation Simone Schaub-Meyer Abdelaziz Djelouah Brian McWilliams A. Sorkine-Hornung Markus Gross Christopher Schroers 50 181 0 03 Apr 2018
Context-aware Synthesis for Video Frame Interpolation Simon Niklaus Feng Liu 90 410 0 29 Mar 2018
Model compression via distillation and quantization A. Polino Razvan Pascanu Dan Alistarh MQ 83 731 0 15 Feb 2018
AMC: AutoML for Model Compression and Acceleration on Mobile Devices Yihui He Ji Lin Zhijian Liu Hanrui Wang Li Li Song Han 93 1,347 0 10 Feb 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,790 0 11 Jan 2018
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation Huaizu Jiang Deqing Sun Varun Jampani Ming-Hsuan Yang Erik Learned-Miller Jan Kautz 108 788 0 30 Nov 2017
A Survey of Model Compression and Acceleration for Deep Neural Networks Yu Cheng Duo Wang Pan Zhou Zhang Tao 72 1,095 0 23 Oct 2017
To prune, or not to prune: exploring the efficacy of pruning for model compression Michael Zhu Suyog Gupta 191 1,276 0 05 Oct 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 251 2,444 0 07 Sep 2017
Video Frame Interpolation via Adaptive Separable Convolution Simon Niklaus Long Mai Feng Liu 102 700 0 05 Aug 2017
Residual Conv-Deconv Grid Network for Semantic Segmentation Damien Fourure Rémi Emonet Elisa Fromont Damien Muselet A. Trémeau Christian Wolf SSeg 59 220 0 25 Jul 2017
Video Frame Interpolation via Adaptive Convolution Simon Niklaus Long Mai Feng Liu 77 503 0 22 Mar 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 196 5,330 0 17 Mar 2017
Soft Weight-Sharing for Neural Network Compression Karen Ullrich Edward Meeds Max Welling 167 417 0 13 Feb 2017
Video Frame Synthesis using Deep Voxel Flow Ziwei Liu Raymond A. Yeh Xiaoou Tang Yiming Liu A. Agarwala 93 748 0 08 Feb 2017
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks Eddy Ilg N. Mayer Tonmoy Saikia Margret Keuper Alexey Dosovitskiy Thomas Brox 3DPC 255 3,079 0 06 Dec 2016
Learning-Based View Synthesis for Light Field Cameras N. Kalantari Tingxian Wang R. Ramamoorthi 3DV 124 683 0 09 Sep 2016
Pruning Filters for Efficient ConvNets Hao Li Asim Kadav Igor Durdanovic H. Samet H. Graf 3DPC 193 3,696 0 31 Aug 2016
Learning Structured Sparsity in Deep Neural Networks W. Wen Chunpeng Wu Yandan Wang Yiran Chen Hai Helen Li 176 2,337 0 12 Aug 2016
View Synthesis by Appearance Flow Tinghui Zhou Shubham Tulsiani Weilun Sun Jitendra Malik Alexei A. Efros 126 692 0 11 May 2016
Learning Image Matching by Simply Watching Video Gucan Long L. Kneip J. Álvarez Hongdong Li 58 205 0 19 Mar 2016
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding Song Han Huizi Mao W. Dally 3DGS 255 8,833 0 01 Oct 2015
DeepStereo: Learning to Predict New Views from the World's Imagery John Flynn Ivan Neulander James Philbin Noah Snavely 3DV 112 652 0 22 Jun 2015
Learning both Weights and Connections for Efficient Neural Networks Song Han Jeff Pool J. Tran W. Dally CVBM 310 6,672 0 08 Jun 2015
Fast ConvNets Using Group-wise Brain Damage V. Lebedev Victor Lempitsky AAML 175 449 0 08 Jun 2015