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SkipNet: Learning Dynamic Routing in Convolutional Networks

26 November 2017

Papers citing "SkipNet: Learning Dynamic Routing in Convolutional Networks"

50 / 360 papers shown

Title
Sequential Policy Gradient for Adaptive Hyperparameter Optimization Zheng Li Jerry Q. Cheng Huanying Gu OffRL 12 0 0 18 Jun 2025
Efficiency Robustness of Dynamic Deep Learning Systems Ravishka Rathnasuriya Tingxi Li Zexin Xu Zihe Song Mirazul Haque Simin Chen Wei Yang AAML SILM 143 0 0 12 Jun 2025
Auto-Compressing Networks Vaggelis Dorovatas Georgios Paraskevopoulos Alexandros Potamianos 62 0 0 11 Jun 2025
SkipGPT: Dynamic Layer Pruning Reinvented with Token Awareness and Module Decoupling Anhao Zhao Fanghua Ye Yingqi Fan Junlong Tong Zhiwei Fei Hui Su Xiaoyu Shen 66 0 0 04 Jun 2025
DS-TTS: Zero-Shot Speaker Style Adaptation from Voice Clips via Dynamic Dual-Style Feature Modulation Ming Meng Ziyi Yang Jian Yang Zhenjie Su Yonggui Zhu Zhaoxin Fan DiffM VLM 40 0 0 01 Jun 2025
FastCache: Fast Caching for Diffusion Transformer Through Learnable Linear Approximation Dong Liu Jiayi Zhang Yifan Li Yanxuan Yu Ben Lengerich Ying Nian Wu 66 1 0 26 May 2025
Leveraging Stochastic Depth Training for Adaptive Inference Guilherme Korol Antonio Carlos Schneider Beck Jeronimo Castrillon 185 0 0 23 May 2025
Void in Language Models Mani Shemiranifar 62 0 0 20 May 2025
Hierarchical Sparse Attention Framework for Computationally Efficient Classification of Biological Cells Elad Yoshai Dana Yagoda-Aharoni Eden Dotan N. Shaked 33 0 0 12 May 2025
ORXE: Orchestrating Experts for Dynamically Configurable Efficiency Qingyuan Wang Guoxin Wang B. Cardiff Deepu John 92 0 0 07 May 2025
DYNAMAX: Dynamic computing for Transformers and Mamba based architectures Miguel Nogales Matteo Gambella Manuel Roveri 102 0 0 29 Apr 2025
Legilimens: Performant Video Analytics on the System-on-Chip Edge M. Ramanujam Yinwei Dai Kyle Jamieson Ravi Netravali 129 0 0 29 Apr 2025
DyDiT++: Dynamic Diffusion Transformers for Efficient Visual Generation Wangbo Zhao Yizeng Han Jiasheng Tang Kai Wang Hao Luo Yibing Song Gao Huang Fan Wang Yang You 151 0 0 09 Apr 2025
Optimization of Layer Skipping and Frequency Scaling for Convolutional Neural Networks under Latency Constraint Minh David Thao Chan Ruoyu Zhao Yukuan Jia Ruiqing Mao Sheng Zhou 78 0 0 31 Mar 2025
Efficient Dynamic Attention 3D Convolution for Hyperspectral Image Classification Guandong Li M. Ye 98 5 0 30 Mar 2025
Siformer: Feature-isolated Transformer for Efficient Skeleton-based Sign Language Recognition Muxin Pu Mei Kuan Lim Chun Yong Chong SLR 115 0 0 26 Mar 2025
UniPCGC: Towards Practical Point Cloud Geometry Compression via an Efficient Unified Approach Kangli Wang Wei Gao 86 2 0 24 Mar 2025
You Only Look Once at Anytime (AnytimeYOLO): Analysis and Optimization of Early-Exits for Object-Detection Daniel Kuhse Harun Teper Sebastian Buschjäger Chien-Yao Wang Jian-Jia Chen AAML 118 1 0 21 Mar 2025
Learning to Inference Adaptively for Multimodal Large Language Models Zhuoyan Xu Khoi Duc Nguyen Preeti Mukherjee Saurabh Bagchi Somali Chaterji Yingyu Liang Yin Li LRM 129 2 0 13 Mar 2025
Position-Aware Depth Decay Decoding ( $D^3$ ): Boosting Large Language Model Inference Efficiency Siqi Fan Xuezhi Fang Xingrun Xing Peng Han Shuo Shang Yequan Wang 151 0 0 11 Mar 2025
Dynamic Cross-Modal Feature Interaction Network for Hyperspectral and LiDAR Data Classification Junyan Lin Feng Gap Lin Qi Junyu Dong Q. Du Xinbo Gao 88 0 0 10 Mar 2025
Removing Multiple Hybrid Adverse Weather in Video via a Unified Model Yecong Wan Mingwen Shao Yuanshuo Cheng Jun Shu Shuigen Wang 89 0 0 08 Mar 2025
Energy-Latency Attacks: A New Adversarial Threat to Deep Learning H. B. Meftah W. Hamidouche Sid Ahmed Fezza Olivier Déforges AAML 70 0 0 06 Mar 2025
Path-Adaptive Matting for Efficient Inference Under Various Computational Cost Constraints Qinglin Liu Zonglin Li Xiaoqian Lv Xin Sun Ru Li Shengping Zhang 78 0 0 05 Mar 2025
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against Corruptions Jingyu Zhang Yilei Wang Lang Qian Peng Sun Zengwen Li Sudong Jiang Maolin Liu Liang Song 176 1 0 14 Dec 2024
AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning Yiwu Zhong Zhuoming Liu Yin Li Liwei Wang 139 7 0 04 Dec 2024
Dynamic Diffusion Transformer Wangbo Zhao Yizeng Han Jiasheng Tang Kai Wang Yibing Song Gao Huang Fan Wang Yang You 122 15 0 04 Oct 2024
SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model Grzegorz Stefański P. Daniluk Artur Szumaczuk Jakub Tkaczuk 63 0 0 04 Oct 2024
CNN Mixture-of-Depths Rinor Cakaj Jens Mehnert Bin Yang 77 1 0 25 Sep 2024
Early-exit Convolutional Neural Networks Edanur Demir Emre Akbas 28 5 0 09 Sep 2024
Task-Aware Dynamic Transformer for Efficient Arbitrary-Scale Image Super-Resolution Tianyi Xu Yiji Zhou Xiaotao Hu Kai Zhang Anran Zhang Xingye Qiu Jun Xu 67 0 0 16 Aug 2024
POA: Pre-training Once for Models of All Sizes Yingying Zhang Xin Guo Jiangwei Lao Lei Yu Lixiang Ru Jian Wang Guo Ye Huimei He Jingdong Chen Ming Yang 164 1 0 02 Aug 2024
Subgraph Clustering and Atom Learning for Improved Image Classification Aryan Singh Pepijn Van de Ven Ciarán Eising Patrick Denny GNN 45 0 0 20 Jul 2024
Search, Examine and Early-Termination: Fake News Detection with Annotation-Free Evidences Yuzhou Yang Yangming Zhou Qichao Ying Zhenxing Qian Xinpeng Zhang 81 2 0 10 Jul 2024
Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules Zhuocheng Gong Ang Lv Jian Guan Junxi Yan Wei Wu Huishuai Zhang Minlie Huang Dongyan Zhao Rui Yan MoE 86 7 0 09 Jul 2024
Fine-grained Dynamic Network for Generic Event Boundary Detection Ziwei Zheng Lijun He Le Yang Fan Li 55 0 0 05 Jul 2024
Securing Multi-turn Conversational Language Models Against Distributed Backdoor Triggers Terry Tong Lyne Tchapmi Qin Liu Muhao Chen AAML SILM 89 2 0 04 Jul 2024
Rule Based Learning with Dynamic (Graph) Neural Networks Florian Seiffarth 86 1 0 14 Jun 2024
Switchable Decision: Dynamic Neural Generation Networks Shujian Zhang Korawat Tanwisuth Chengyue Gong Pengcheng He Mi Zhou BDL 72 0 0 07 May 2024
AFter: Attention-based Fusion Router for RGBT Tracking Andong Lu Wanyu Wang Chenglong Li Jin Tang Bin Luo 116 5 0 04 May 2024
SpaceByte: Towards Deleting Tokenization from Large Language Modeling Kevin Slagle 69 4 0 22 Apr 2024
Dense Training, Sparse Inference: Rethinking Training of Mixture-of-Experts Language Models Bowen Pan Songlin Yang Haokun Liu Mayank Mishra Gaoyuan Zhang Aude Oliva Colin Raffel Yikang Shen MoE 87 22 0 08 Apr 2024
Mixture-of-Depths: Dynamically allocating compute in transformer-based language models David Raposo Sam Ritter Blake A. Richards Timothy Lillicrap Peter C. Humphreys Adam Santoro MoE 124 89 0 02 Apr 2024
Tiny Models are the Computational Saver for Large Models Qingyuan Wang B. Cardiff Antoine Frappé Benoît Larras Deepu John 141 2 0 26 Mar 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 146 3 0 26 Mar 2024
Hierarchical Skip Decoding for Efficient Autoregressive Text Generation Yunqi Zhu Xuebing Yang Yuanyuan Wu Wensheng Zhang 124 3 0 22 Mar 2024
DyRoNet: Dynamic Routing and Low-Rank Adapters for Autonomous Driving Streaming Perception Xiang Huang Zhi-Qi Cheng Jun-Yan He Chenyang Li Wangmeng Xiang Baigui Sun Xiao-Jun Wu 83 0 0 08 Mar 2024
Better Schedules for Low Precision Training of Deep Neural Networks Cameron R. Wolfe Anastasios Kyrillidis 74 1 0 04 Mar 2024
Not All Layers of LLMs Are Necessary During Inference Siqi Fan Xin Jiang Xiang Li Xuying Meng Peng Han Shuo Shang Aixin Sun Yequan Wang Zhongyuan Wang 121 44 0 04 Mar 2024
SoD $^2$ : Statically Optimizing Dynamic Deep Neural Network Wei Niu Gagan Agrawal Bin Ren 75 5 0 29 Feb 2024