CondConv: Conditionally Parameterized Convolutions for Efficient Inference

10 April 2019

Papers citing "CondConv: Conditionally Parameterized Convolutions for Efficient Inference"

47 / 97 papers shown

Title
Residual Mixture of Experts Lemeng Wu Mengchen Liu Yinpeng Chen Dongdong Chen Xiyang Dai Lu Yuan MoE 22 36 0 20 Apr 2022
E^2TAD: An Energy-Efficient Tracking-based Action Detector Xin Hu Zhenyu Wu Haoyuan Miao Siqi Fan Taiyu Long ... Pengcheng Pi Yi Wu Zhou Ren Zhangyang Wang G. Hua 24 2 0 09 Apr 2022
Dynamic Focus-aware Positional Queries for Semantic Segmentation Haoyu He Jianfei Cai Zizheng Pan Jing Liu Jing Zhang Dacheng Tao Bohan Zhuang 34 17 0 04 Apr 2022
Dynamic Multimodal Fusion Zihui Xue R. Marculescu 39 48 0 31 Mar 2022
Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution Jie Liang Huiyu Zeng Lei Zhang SupR 30 87 0 27 Mar 2022
Transformers Meet Visual Learning Understanding: A Comprehensive Review Yuting Yang Licheng Jiao Xuantong Liu F. Liu Shuyuan Yang Zhixi Feng Xu Tang ViT MedIm 27 28 0 24 Mar 2022
Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions Vibhor Gupta Jyoti Narwariya Pankaj Malhotra L. Vig Gautam M. Shroff AI4TS 32 20 0 14 Mar 2022
Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information Lingfeng Yang Xiang Li Renjie Song Borui Zhao J. Tao Shihao Zhou Jiajun Liang Jian Yang 26 37 0 07 Mar 2022
Dynamic Spatial Propagation Network for Depth Completion Y. Lin T. Cheng Qianglong Zhong Wending Zhou Huanhuan Yang 50 115 0 20 Feb 2022
ELSA: Enhanced Local Self-Attention for Vision Transformer Jingkai Zhou Pichao Wang Fan Wang Qiong Liu Hao Li Rong Jin ViT 37 37 0 23 Dec 2021
DRPN: Making CNN Dynamically Handle Scale Variation Jingchao Peng Haitao Zhao Zhengwei Hu Zhuang Yi Bofan Wang 19 7 0 21 Dec 2021
Compact Multi-level Sparse Neural Networks with Input Independent Dynamic Rerouting Minghai Qin Tianyun Zhang Fei Sun Yen-kuang Chen M. Fardad Yanzhi Wang Yuan Xie 49 0 0 21 Dec 2021
Event-Aware Multimodal Mobility Nowcasting Zhaonan Wang Renhe Jiang Hao Xue Flora D. Salim Xuan Song Ryosuke Shibasaki 38 35 0 14 Dec 2021
CoCAtt: A Cognitive-Conditioned Driver Attention Dataset Yuan Shen Niviru Wijayaratne Pranav Sriram Aamir Hasan Peter Du Katherine Driggs-Campbell 19 11 0 19 Nov 2021
Relational Self-Attention: What's Missing in Attention for Video Understanding Manjin Kim Heeseung Kwon Chunyu Wang Suha Kwak Minsu Cho ViT 27 28 0 02 Nov 2021
K-Lane: Lidar Lane Dataset and Benchmark for Urban Roads and Highways Dong-Hee Paek Seung-Hyung Kong Kevin Tirta Wijaya 3DV 19 21 0 21 Oct 2021
TAda! Temporally-Adaptive Convolutions for Video Understanding Ziyuan Huang Shiwei Zhang Liang Pan Zhiwu Qing Mingqian Tang Ziwei Liu M. Ang 43 49 0 12 Oct 2021
Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference Sneha Kudugunta Yanping Huang Ankur Bapna M. Krikun Dmitry Lepikhin Minh-Thang Luong Orhan Firat MoE 119 106 0 24 Sep 2021
CondNet: Conditional Classifier for Scene Segmentation Changqian Yu Yuanjie Shao Changxin Gao Nong Sang 35 12 0 21 Sep 2021
Dynamic Fusion Network for RGBT Tracking Jingchao Peng Haitao Zhao Zhengwei Hu 40 27 0 16 Sep 2021
Image Synthesis via Semantic Composition Yi Wang Lu Qi Ying-Cong Chen Xinming Zhang Jiaya Jia 184 61 0 15 Sep 2021
Mobile-Former: Bridging MobileNet and Transformer Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Xiaoyi Dong Lu Yuan Zicheng Liu ViT 183 476 0 12 Aug 2021
Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition Yuxin Chen Ziqi Zhang Chunfen Yuan Bing Li Ying Deng Weiming Hu 45 565 0 26 Jul 2021
EAN: Event Adaptive Network for Enhanced Action Recognition Yuan Tian Yichao Yan Guangtao Zhai G. Guo Zhiyong Gao 35 41 0 22 Jul 2021
Real-time Instance Segmentation with Discriminative Orientation Maps Wentao Du Z. Xiang Shuya Chen Chengyu Qiao Yiman Chen Tingming Bai ISeg 22 19 0 23 Jun 2021
Scaling Vision with Sparse Mixture of Experts C. Riquelme J. Puigcerver Basil Mustafa Maxim Neumann Rodolphe Jenatton André Susano Pinto Daniel Keysers N. Houlsby MoE 17 575 0 10 Jun 2021
FCPose: Fully Convolutional Multi-Person Pose Estimation with Dynamic Instance-Aware Convolutions Wei Mao Zhi Tian Xinlong Wang Chunhua Shen 3DH 24 58 0 29 May 2021
Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks Dequan Wang An Ju Evan Shelhamer David Wagner Trevor Darrell AAML 26 26 0 18 May 2021
MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations Taojiannan Yang Sijie Zhu Matías Mendieta Pu Wang Ravikumar Balakrishnan Minwoo Lee T. Han M. Shah Chong Chen 3DH OOD 28 22 0 14 May 2021
CondLaneNet: a Top-to-down Lane Detection Framework Based on Conditional Convolution Lizhe Liu Xiaohao Chen Siyu Zhu Ping Tan 26 238 0 11 May 2021
BasisNet: Two-stage Model Synthesis for Efficient Inference Ruotong Wang Chun-Te Chu A. Zhmoginov Andrew G. Howard Brendan Jou Yukun Zhu Li Zhang R. Hwa Adriana Kovashka 3DH 31 7 0 07 May 2021
Revisiting Dynamic Convolution via Matrix Decomposition Yunsheng Li Yinpeng Chen Xiyang Dai Mengchen Liu Dongdong Chen Ye Yu Lu Yuan Zicheng Liu Mei Chen Nuno Vasconcelos 32 67 0 15 Mar 2021
Involution: Inverting the Inherence of Convolution for Visual Recognition Duo Li Jie Hu Changhu Wang Xiangtai Li Qi She Lei Zhu Tong Zhang Qifeng Chen BDL 19 304 0 10 Mar 2021
Instance and Pair-Aware Dynamic Networks for Re-Identification Bingliang Jiao Xin Tan Jinghao Zhou Lu Yang Yunlong Wang Peng Wang 19 3 0 09 Mar 2021
Domain Generalization: A Survey Kaiyang Zhou Ziwei Liu Yu Qiao Tao Xiang Chen Change Loy OOD AI4CE 75 980 0 03 Mar 2021
Learning Affinity-Aware Upsampling for Deep Image Matting Yutong Dai Hao Lu Chunhua Shen 35 55 0 29 Nov 2020
Bringing AI To Edge: From Deep Learning's Perspective Di Liu Hao Kong Xiangzhong Luo Weichen Liu Ravi Subramaniam 52 116 0 25 Nov 2020
MicroNet: Towards Image Recognition with Extremely Low FLOPs Yunsheng Li Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Lei Zhang Nuno Vasconcelos 30 25 0 24 Nov 2020
High-Capacity Expert Binary Networks Adrian Bulat Brais Martínez Georgios Tzimiropoulos MQ 27 57 0 07 Oct 2020
Dynamic Graph: Learning Instance-aware Connectivity for Neural Networks Kun Yuan Quanquan Li Dapeng Chen Aojun Zhou Junjie Yan GNN 20 1 0 02 Oct 2020
WeightNet: Revisiting the Design Space of Weight Networks Ningning Ma Xinming Zhang Jiawei Huang Jian Sun 16 106 0 23 Jul 2020
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding Dmitry Lepikhin HyoukJoong Lee Yuanzhong Xu Dehao Chen Orhan Firat Yanping Huang M. Krikun Noam M. Shazeer Z. Chen MoE 31 1,108 0 30 Jun 2020
Learning A Single Network for Scale-Arbitrary Super-Resolution Longguang Wang Yingqian Wang Zaiping Lin Jungang Yang W. An Yulan Guo SupR 36 111 0 08 Apr 2020
Dynamic Region-Aware Convolution Jin Chen Xijun Wang Zichao Guo Xinming Zhang Jian Sun 18 116 0 27 Mar 2020
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 182 597 0 12 Mar 2020
Dynamic Convolution: Attention over Convolution Kernels Yinpeng Chen Xiyang Dai Mengchen Liu Dongdong Chen Lu Yuan Zicheng Liu 33 869 0 07 Dec 2019
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,925 0 17 Aug 2015