Convolutional Networks with Adaptive Inference Graphs

30 November 2017

Papers citing "Convolutional Networks with Adaptive Inference Graphs"

50 / 72 papers shown

Title
ORXE: Orchestrating Experts for Dynamically Configurable Efficiency Qingyuan Wang Guoxin Wang B. Cardiff Deepu John 38 0 0 07 May 2025
SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model Grzegorz Stefański P. Daniluk Artur Szumaczuk Jakub Tkaczuk 31 0 0 04 Oct 2024
A deeper look at depth pruning of LLMs Shoaib Ahmed Siddiqui Xin Dong Greg Heinrich Thomas Breuel Jan Kautz David M. Krueger Pavlo Molchanov 40 7 0 23 Jul 2024
Exploring Dynamic Transformer for Efficient Object Tracking Jiawen Zhu Xin Chen Haiwen Diao Shuai Li Jun-Yan He Chenyang Li Bin Luo Dong Wang Huchuan Lu 43 2 0 26 Mar 2024
Adaptive Depth Networks with Skippable Sub-Paths Woochul Kang 30 1 0 27 Dec 2023
Learning Online Policies for Person Tracking in Multi-View Environments Keivan Nalaie Rong Zheng 24 1 0 26 Dec 2023
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
TIPS: Topologically Important Path Sampling for Anytime Neural Networks Guihong Li Kartikeya Bhardwaj Yuedong Yang R. Marculescu AAML 36 0 0 13 May 2023
Out-of-distribution Few-shot Learning For Edge Devices without Model Fine-tuning Xinyun Zhang Lanqing Hong OODD 40 0 0 13 Apr 2023
Boosting Convolutional Neural Networks with Middle Spectrum Grouped Convolution Z. Su Jiehua Zhang Tianpeng Liu Zhen Liu Shuanghui Zhang M. Pietikäinen Li Liu 27 2 0 13 Apr 2023
LEURN: Learning Explainable Univariate Rules with Neural Networks Çağlar Aytekin FAtt 29 0 0 27 Mar 2023
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction Xiaotao Hu Zhewei Huang Ailin Huang Jun Xu Shuchang Zhou VGen 35 69 0 17 Mar 2023
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 20 76 0 14 Mar 2023
I3D: Transformer architectures with input-dependent dynamic depth for speech recognition Yifan Peng Jaesong Lee Shinji Watanabe 27 19 0 14 Mar 2023
Efficient Transformer-based 3D Object Detection with Dynamic Token Halting Mao Ye Gregory P. Meyer Yuning Chai Qiang Liu 32 8 0 09 Mar 2023
Learning a Consensus Sub-Network with Polarization Regularization and One Pass Training Xiaoying Zhi Varun Babbar P. Sun Fran Silavong Ruibo Shi Sean J. Moran Sean Moran 42 1 0 17 Feb 2023
Dynamic Grained Encoder for Vision Transformers Lin Song Songyang Zhang Songtao Liu Zeming Li Xuming He Hongbin Sun Jian Sun Nanning Zheng ViT 26 34 0 10 Jan 2023
Boosted Dynamic Neural Networks Haichao Yu Haoxiang Li G. Hua Gao Huang Humphrey Shi 35 7 0 30 Nov 2022
Neural Routing in Meta Learning Jicang Cai Saeed Vahidian Weijia Wang M. Joneidi Bill Lin 18 0 0 14 Oct 2022
Latency-aware Spatial-wise Dynamic Networks Yizeng Han Zhihang Yuan Yifan Pu Chenhao Xue S. Song Guangyu Sun Gao Huang 49 25 0 12 Oct 2022
Aergia: Leveraging Heterogeneity in Federated Learning Systems Bart Cox L. Chen Jérémie Decouchant FedML 27 11 0 12 Oct 2022
Neural Networks are Decision Trees Çağlar Aytekin FAtt 32 24 0 11 Oct 2022
Diversified Dynamic Routing for Vision Tasks Botos Csaba Adel Bibi Yanwei Li Philip H. S. Torr Ser-Nam Lim MoE 45 0 0 26 Sep 2022
ERA: Expert Retrieval and Assembly for Early Action Prediction Lin Geng Foo Tianjiao Li Hossein Rahmani Qiuhong Ke Xiaozhong Liu 19 15 0 20 Jul 2022
Pruning Early Exit Networks Alperen Görmez Erdem Koyuncu 18 5 0 08 Jul 2022
SATBench: Benchmarking the speed-accuracy tradeoff in object recognition by humans and dynamic neural networks Ajay Subramanian Sara A. Price Omkar Kumbhar E. Sizikova N. Majaj D. Pelli 25 1 0 16 Jun 2022
Switchable Representation Learning Framework with Self-compatibility Shengsen Wu Yan Bai Yihang Lou Xiongkun Linghu Jianzhong He Ling-yu Duan 22 1 0 16 Jun 2022
Gator: Customizable Channel Pruning of Neural Networks with Gating E. Passov E. David N. Netanyahu AAML 37 0 0 30 May 2022
Efficient Deep Visual and Inertial Odometry with Adaptive Visual Modality Selection Mingyu Yang Yu Chen Hun-Seok Kim 33 27 0 12 May 2022
A Closer Look at Branch Classifiers of Multi-exit Architectures Shaohui Lin Bo Ji Rongrong Ji Angela Yao 12 4 0 28 Apr 2022
Towards Disentangling Information Paths with Coded ResNeXt Apostolos Avranas Marios Kountouris FAtt 17 1 0 10 Feb 2022
Glance and Focus Networks for Dynamic Visual Recognition Gao Huang Yulin Wang Kangchen Lv Haojun Jiang Wenhui Huang Pengfei Qi S. Song 3DH 76 49 0 09 Jan 2022
LegoDNN: Block-grained Scaling of Deep Neural Networks for Mobile Vision Rui Han Qinglong Zhang C. Liu Guoren Wang Jian Tang L. Chen 21 43 0 18 Dec 2021
Task2Sim : Towards Effective Pre-training and Transfer from Synthetic Data Samarth Mishra Rameswar Panda Cheng Perng Phoo Chun-Fu Chen Leonid Karlinsky Kate Saenko Venkatesh Saligrama Rogerio Feris 26 33 0 30 Nov 2021
Self-supervised Feature-Gate Coupling for Dynamic Network Pruning Mengnan Shi Chang-rui Liu Jianbin Jiao QiXiang Ye 24 1 0 29 Nov 2021
Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control Mingyu Yang Hun-Seok Kim 33 97 0 09 Oct 2021
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning Iris A. M. Huijben W. Kool Max B. Paulus Ruud J. G. van Sloun 26 93 0 04 Oct 2021
Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks Yongcheng Jing Yiding Yang Xinchao Wang Mingli Song Dacheng Tao 16 38 0 27 Sep 2021
Collaborative Training of Acoustic Encoders for Speech Recognition Varun K. Nagaraja Yangyang Shi Ganesh Venkatesh Ozlem Kalinli M. Seltzer Vikas Chandra 40 11 0 16 Jun 2021
Dynamic Resolution Network Mingjian Zhu Kai Han Enhua Wu Qiulin Zhang Ying Nie Zhenzhong Lan Yunhe Wang OOD 32 49 0 05 Jun 2021
Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks Dequan Wang An Ju Evan Shelhamer David A. Wagner Trevor Darrell AAML 26 26 0 18 May 2021
AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition Rameswar Panda Chun-Fu Chen Quanfu Fan Ximeng Sun Kate Saenko A. Oliva Rogerio Feris 28 47 0 11 May 2021
MOOD: Multi-level Out-of-distribution Detection Ziqian Lin Sreya . Dutta Roy Yixuan Li OODD 26 114 0 30 Apr 2021
Prototype-based Personalized Pruning Jang-Hyun Kim Simyung Chang Sungrack Yun Nojun Kwak 8 4 0 25 Mar 2021
VA-RED $^2$ : Video Adaptive Redundancy Reduction Bowen Pan Rameswar Panda Camilo Luciano Fosco Chung-Ching Lin A. Andonian Yue Meng Kate Saenko A. Oliva Rogerio Feris 15 19 0 15 Feb 2021
Multi-Domain Image-to-Image Translation with Adaptive Inference Graph The-Phuc Nguyen Stéphane Lathuilière Elisa Ricci 3DH 19 6 0 11 Jan 2021
FracTrain: Fractionally Squeezing Bit Savings Both Temporally and Spatially for Efficient DNN Training Y. Fu Haoran You Yang Katie Zhao Yue Wang Chaojian Li K. Gopalakrishnan Zhangyang Wang Yingyan Lin MQ 30 32 0 24 Dec 2020
Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation Hyojin Park Jayeon Yoo Seohyeong Jeong Ganesh Venkatesh Nojun Kwak VOS 28 36 0 21 Dec 2020
Dynamic Feature Pyramid Networks for Object Detection Mingjian Zhu Kai Han Changbin (Brad) Yu Yunhe Wang ObjD 19 21 0 01 Dec 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