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CondConv: Conditionally Parameterized Convolutions for Efficient
  Inference

CondConv: Conditionally Parameterized Convolutions for Efficient Inference

10 April 2019
Brandon Yang
Gabriel Bender
Quoc V. Le
Jiquan Ngiam
    MedIm
    3DV
ArXivPDFHTML

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

50 / 82 papers shown
Title
MSConv: Multiplicative and Subtractive Convolution for Face Recognition
Si Zhou
Yain-Whar Si
Xiaochen Yuan
Xiaofan Li
Xiaoxiang Liu
Xinyuan Zhang
Cong Lin
Xueyuan Gong
CVBM
73
0
0
08 Mar 2025
Efficient Algorithms for Verifying Kruskal Rank in Sparse Linear Regression and Related Applications
Fengqin Zhou
50
0
0
06 Mar 2025
OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels
OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels
Meng Lou
Yizhou Yu
112
1
0
27 Feb 2025
Don't flatten, tokenize! Unlocking the key to SoftMoE's efficacy in deep RL
Don't flatten, tokenize! Unlocking the key to SoftMoE's efficacy in deep RL
Ghada Sokar
J. Obando-Ceron
Aaron C. Courville
Hugo Larochelle
Pablo Samuel Castro
MoE
114
2
0
02 Oct 2024
Learning to utilize image second-order derivative information for crisp edge detection
Learning to utilize image second-order derivative information for crisp edge detection
Changsong Liu
Wei Zhang
Mingyang Li
Yimeng Fan
Yanyan Liu
Y. Li
W. Li
L. Zhang
24
0
0
09 Jun 2024
Enhancing Efficiency in Vision Transformer Networks: Design Techniques
  and Insights
Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights
Moein Heidari
Reza Azad
Sina Ghorbani Kolahi
René Arimond
Leon Niggemeier
...
Afshin Bozorgpour
Ehsan Khodapanah Aghdam
A. Kazerouni
I. Hacihaliloglu
Dorit Merhof
41
7
0
28 Mar 2024
TransXNet: Learning Both Global and Local Dynamics with a Dual Dynamic Token Mixer for Visual Recognition
TransXNet: Learning Both Global and Local Dynamics with a Dual Dynamic Token Mixer for Visual Recognition
Meng Lou
Hong-Yu Zhou
Sibei Yang
Yizhou Yu
Chuan Wu
Yizhou Yu
ViT
38
36
0
30 Oct 2023
Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer
  with Mixture-of-View-Experts
Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-Experts
Wenyan Cong
Hanxue Liang
Peihao Wang
Zhiwen Fan
Tianlong Chen
M. Varma
Yi Wang
Zhangyang Wang
MoE
27
21
0
22 Aug 2023
Deep Image Harmonization in Dual Color Spaces
Deep Image Harmonization in Dual Color Spaces
L. Tan
Jiangtong Li
Li Niu
Liqing Zhang
25
17
0
05 Aug 2023
From Sparse to Soft Mixtures of Experts
From Sparse to Soft Mixtures of Experts
J. Puigcerver
C. Riquelme
Basil Mustafa
N. Houlsby
MoE
121
114
0
02 Aug 2023
MetaGait: Learning to Learn an Omni Sample Adaptive Representation for
  Gait Recognition
MetaGait: Learning to Learn an Omni Sample Adaptive Representation for Gait Recognition
Huanzhang Dou
Pengyi Zhang
Wei Su
Yunlong Yu
Xi Li
CVBM
29
31
0
06 Jun 2023
Learning Global-aware Kernel for Image Harmonization
Learning Global-aware Kernel for Image Harmonization
Xintian Shen
Jiangning Zhang
Jun Chen
Shipeng Bai
Yue Han
Yabiao Wang
Chengjie Wang
Yong-Jin Liu
21
7
0
19 May 2023
Boosting Convolutional Neural Networks with Middle Spectrum Grouped
  Convolution
Boosting Convolutional Neural Networks with Middle Spectrum Grouped Convolution
Z. Su
Jiehua Zhang
Tianpeng Liu
Zhen Liu
Shuanghui Zhang
M. Pietikäinen
Li Liu
24
2
0
13 Apr 2023
Reconstruction-driven Dynamic Refinement based Unsupervised Domain
  Adaptation for Joint Optic Disc and Cup Segmentation
Reconstruction-driven Dynamic Refinement based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation
Ziyang Chen
Yongsheng Pan
Yong-quan Xia
MedIm
16
11
0
10 Apr 2023
System-status-aware Adaptive Network for Online Streaming Video
  Understanding
System-status-aware Adaptive Network for Online Streaming Video Understanding
Lin Geng Foo
Jia Gong
Zhipeng Fan
J. Liu
AI4TS
27
15
0
28 Mar 2023
PDPP: Projected Diffusion for Procedure Planning in Instructional Videos
PDPP: Projected Diffusion for Procedure Planning in Instructional Videos
Hanlin Wang
Yilu Wu
Sheng Guo
Limin Wang
VGen
DiffM
63
30
0
26 Mar 2023
Adaptive Rotated Convolution for Rotated Object Detection
Adaptive Rotated Convolution for Rotated Object Detection
Yifan Pu
Yiru Wang
Zhuofan Xia
Yizeng Han
Yulin Wang
Weihao Gan
Zidong Wang
S. Song
Gao Huang
15
76
0
14 Mar 2023
DrasCLR: A Self-supervised Framework of Learning Disease-related and
  Anatomy-specific Representation for 3D Medical Images
DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Medical Images
K. Yu
Li Sun
Junxiang Chen
Maxwell Reynolds
Tigmanshu Chaudhary
Kayhan Batmanghelich
17
1
0
21 Feb 2023
Multi-dimensional frequency dynamic convolution with confident mean
  teacher for sound event detection
Multi-dimensional frequency dynamic convolution with confident mean teacher for sound event detection
Shengchang Xiao
Xueshuai Zhang
Pengyuan Zhang
13
10
0
18 Feb 2023
RDFNet: Regional Dynamic FISTA-Net for Spectral Snapshot Compressive
  Imaging
RDFNet: Regional Dynamic FISTA-Net for Spectral Snapshot Compressive Imaging
Shiyun Zhou
Tingfa Xu
Shaocong Dong
Jianan Li
17
12
0
06 Feb 2023
Spatial Mixture-of-Experts
Spatial Mixture-of-Experts
Nikoli Dryden
Torsten Hoefler
MoE
24
9
0
24 Nov 2022
AugOp: Inject Transformation into Neural Operator
Longqing Ye
ViT
14
0
0
23 Nov 2022
DynamicISP: Dynamically Controlled Image Signal Processor for Image
  Recognition
DynamicISP: Dynamically Controlled Image Signal Processor for Image Recognition
Masakazu Yoshimura
Junji Otsuka
Atsushi Irie
Takeshi Ohashi
VLM
24
17
0
02 Nov 2022
SearchTrack: Multiple Object Tracking with Object-Customized Search and
  Motion-Aware Features
SearchTrack: Multiple Object Tracking with Object-Customized Search and Motion-Aware Features
Zhong-Min Tsai
Yu-Ju Tsai
Chien-Yao Wang
H. Liao
Y. Lin
Yung-Yu Chuang
VOT
24
0
0
29 Oct 2022
M$^3$ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task
  Learning with Model-Accelerator Co-design
M3^33ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
Hanxue Liang
Zhiwen Fan
Rishov Sarkar
Ziyu Jiang
Tianlong Chen
Kai Zou
Yu Cheng
Cong Hao
Zhangyang Wang
MoE
29
81
0
26 Oct 2022
Salient Object Detection via Dynamic Scale Routing
Salient Object Detection via Dynamic Scale Routing
Zhenyu Wu
Shuai Li
Chenglizhao Chen
Hong Qin
Aimin Hao
20
20
0
25 Oct 2022
LO-Det: Lightweight Oriented Object Detection in Remote Sensing Images
LO-Det: Lightweight Oriented Object Detection in Remote Sensing Images
Zhanchao Huang
Wei Li
X. Xia
Hao Wang
F. Jie
R. Tao
ObjD
25
51
0
16 Sep 2022
PointConvFormer: Revenge of the Point-based Convolution
PointConvFormer: Revenge of the Point-based Convolution
Wenxuan Wu
Li Fuxin
Qi Shan
3DPC
23
30
0
04 Aug 2022
Orientation and Context Entangled Network for Retinal Vessel
  Segmentation
Orientation and Context Entangled Network for Retinal Vessel Segmentation
Xinxu Wei
Kaifu Yang
D. Bzdok
Y. Li
22
32
0
23 Jul 2022
The Neural Race Reduction: Dynamics of Abstraction in Gated Networks
The Neural Race Reduction: Dynamics of Abstraction in Gated Networks
Andrew M. Saxe
Shagun Sodhani
Sam Lewallen
AI4CE
28
34
0
21 Jul 2022
ERA: Expert Retrieval and Assembly for Early Action Prediction
ERA: Expert Retrieval and Assembly for Early Action Prediction
Lin Geng Foo
Tianjiao Li
Hossein Rahmani
Qiuhong Ke
J. Liu
19
15
0
20 Jul 2022
Segmentation-free PVC for Cardiac SPECT using a Densely-connected
  Multi-dimensional Dynamic Network
Segmentation-free PVC for Cardiac SPECT using a Densely-connected Multi-dimensional Dynamic Network
Huidong Xie
Zhao Liu
Luyao Shi
K. Greco
Xiongchao Chen
...
N. Boutagy
T. Kyriakides
Ge Wang
Albert J Sinusas
Chi Liu
36
8
0
24 Jun 2022
AGConv: Adaptive Graph Convolution on 3D Point Clouds
AGConv: Adaptive Graph Convolution on 3D Point Clouds
Mingqiang Wei
Zeyong Wei
Hao Zhou
Fei-Jiang Hu
Huajian Si
...
Jingbo Qiu
Xu Yan
Yan Guo
Jun Wang
J. Qin
3DPC
21
38
0
09 Jun 2022
Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models
Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models
Yang Shu
Zhangjie Cao
Ziyang Zhang
Jianmin Wang
Mingsheng Long
15
4
0
08 Jun 2022
Fast Object Placement Assessment
Fast Object Placement Assessment
Li Niu
Qingyang Liu
Zhenchen Liu
Jiangtong Li
11
14
0
28 May 2022
EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision
  Transformers
EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers
Junting Pan
Adrian Bulat
Fuwen Tan
Xiatian Zhu
L. Dudziak
Hongsheng Li
Georgios Tzimiropoulos
Brais Martínez
ViT
25
180
0
06 May 2022
Dynamic Sparse R-CNN
Dynamic Sparse R-CNN
Qinghang Hong
Fengming Liu
Dong Li
Ji Liu
Lu Tian
Yi Shan
ObjD
29
28
0
04 May 2022
Focal Sparse Convolutional Networks for 3D Object Detection
Focal Sparse Convolutional Networks for 3D Object Detection
Yukang Chen
Yanwei Li
X. Zhang
Jian-jun Sun
Jiaya Jia
3DPC
40
201
0
26 Apr 2022
Deeper Insights into the Robustness of ViTs towards Common Corruptions
Deeper Insights into the Robustness of ViTs towards Common Corruptions
Rui Tian
Zuxuan Wu
Qi Dai
Han Hu
Yu-Gang Jiang
ViT
AAML
16
4
0
26 Apr 2022
E^2TAD: An Energy-Efficient Tracking-based Action Detector
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
19
2
0
09 Apr 2022
Dynamic Focus-aware Positional Queries for Semantic Segmentation
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
Dynamic Multimodal Fusion
Zihui Xue
R. Marculescu
34
47
0
31 Mar 2022
Efficient and Degradation-Adaptive Network for Real-World Image
  Super-Resolution
Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution
Jie Liang
Huiyu Zeng
Lei Zhang
SupR
25
87
0
27 Mar 2022
Transformers Meet Visual Learning Understanding: A Comprehensive Review
Transformers Meet Visual Learning Understanding: A Comprehensive Review
Yuting Yang
Licheng Jiao
Xuantong Liu
F. Liu
Shuyuan Yang
Zhixi Feng
Xu Tang
ViT
MedIm
24
28
0
24 Mar 2022
Continual Learning for Multivariate Time Series Tasks with Variable
  Input Dimensions
Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions
Vibhor Gupta
Jyoti Narwariya
Pankaj Malhotra
L. Vig
Gautam M. Shroff
AI4TS
19
20
0
14 Mar 2022
Dynamic MLP for Fine-Grained Image Classification by Leveraging
  Geographical and Temporal Information
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
24
37
0
07 Mar 2022
Dynamic Spatial Propagation Network for Depth Completion
Dynamic Spatial Propagation Network for Depth Completion
Y. Lin
T. Cheng
Qianglong Zhong
Wending Zhou
Huanhuan Yang
42
115
0
20 Feb 2022
ELSA: Enhanced Local Self-Attention for Vision Transformer
ELSA: Enhanced Local Self-Attention for Vision Transformer
Jingkai Zhou
Pichao Wang
Fan Wang
Qiong Liu
Hao Li
Rong Jin
ViT
29
37
0
23 Dec 2021
DRPN: Making CNN Dynamically Handle Scale Variation
DRPN: Making CNN Dynamically Handle Scale Variation
Jingchao Peng
Haitao Zhao
Zhengwei Hu
Zhuang Yi
Bofan Wang
11
6
0
21 Dec 2021
Compact Multi-level Sparse Neural Networks with Input Independent
  Dynamic Rerouting
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
27
0
0
21 Dec 2021
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