Dynamic Network Quantization for Efficient Video Inference

Dynamic Network Quantization for Efficient Video Inference

23 August 2021

Papers citing "Dynamic Network Quantization for Efficient Video Inference"

16 / 16 papers shown

Title
BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference Van Thien Nguyen William Guicquero Gilles Sicard 3DV MQ 82 2 0 24 Jan 2025
PHI-S: Distribution Balancing for Label-Free Multi-Teacher Distillation Mike Ranzinger Jon Barker Greg Heinrich Pavlo Molchanov Bryan Catanzaro Andrew Tao 45 5 0 02 Oct 2024
Video Recognition in Portrait Mode Mingfei Han Linjie Yang Xiaojie Jin Jiashi Feng Xiaojun Chang Heng Wang 30 3 0 21 Dec 2023
AM-RADIO: Agglomerative Vision Foundation Model -- Reduce All Domains Into One Michael Ranzinger Greg Heinrich Jan Kautz Pavlo Molchanov VLM 44 42 0 10 Dec 2023
Training a Large Video Model on a Single Machine in a Day Yue Zhao Philipp Krahenbuhl VLM 34 15 0 28 Sep 2023
Differentiable Resolution Compression and Alignment for Efficient Video Classification and Retrieval Rui Deng Qian Wu Yuke Li Haoran Fu 26 2 0 15 Sep 2023
View while Moving: Efficient Video Recognition in Long-untrimmed Videos Ye Tian Meng Yang Lanshan Zhang Zhizhen Zhang Yang Liu Xiao-Zhu Xie Xirong Que Wendong Wang 24 7 0 09 Aug 2023
DIME-FM: DIstilling Multimodal and Efficient Foundation Models Ximeng Sun Pengchuan Zhang Peizhao Zhang Hardik Shah Kate Saenko Xide Xia VLM 25 20 0 31 Mar 2023
SMAUG: Sparse Masked Autoencoder for Efficient Video-Language Pre-training Yuanze Lin Chen Wei Huiyu Wang Alan Yuille Cihang Xie 3DGS 34 15 0 21 Nov 2022
Look More but Care Less in Video Recognition Yitian Zhang Yue Bai Haiquan Wang Yi Xu Yun Fu 27 9 0 18 Nov 2022
Temporal Saliency Query Network for Efficient Video Recognition Boyang Xia Zhihao Wang Wenhao Wu Haoran Wang Jungong Han 51 15 0 21 Jul 2022
Enabling Harmonious Human-Machine Interaction with Visual-Context Augmented Dialogue System: A Review Hao Wang Bin Guo Y. Zeng Yasan Ding Chen Qiu Ying Zhang Li Yao Zhiwen Yu 32 2 0 02 Jul 2022
OCSampler: Compressing Videos to One Clip with Single-step Sampling Jintao Lin Haodong Duan Kai-xiang Chen Dahua Lin Limin Wang 42 24 0 12 Jan 2022
Can An Image Classifier Suffice For Action Recognition? Quanfu Fan Chun-Fu Chen Chen Yikang Shen ViT 34 33 0 26 Jun 2021
AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition Yue Meng Yikang Shen Chung-Ching Lin P. Sattigeri Leonid Karlinsky Kate Saenko A. Oliva Rogerio Feris 70 62 0 10 Feb 2021
AdaFrame: Adaptive Frame Selection for Fast Video Recognition Zuxuan Wu Caiming Xiong Chih-Yao Ma R. Socher L. Davis 125 195 0 29 Nov 2018