Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition

10 July 2018

Papers citing "Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition"

41 / 41 papers shown

Title
big.LITTLE Vision Transformer for Efficient Visual Recognition He Guo Yulong Wang Zixuan Ye Jifeng Dai Yuwen Xiong ViT 52 0 0 14 Oct 2024
CTRL-F: Pairing Convolution with Transformer for Image Classification via Multi-Level Feature Cross-Attention and Representation Learning Fusion Hosam S. El-Assiouti Hadeer El-Saadawy M. Al-Berry M. Tolba ViT 52 0 0 09 Jul 2024
Enhancing Out-of-Distribution Detection with Multitesting-based Layer-wise Feature Fusion Jiawei Li Sitong Li Shanshan Wang Yicheng Zeng Falong Tan Chuanlong Xie OODD 30 1 0 16 Mar 2024
Accurate Leukocyte Detection Based on Deformable-DETR and Multi-Level Feature Fusion for Aiding Diagnosis of Blood Diseases Yifei Chen Chenyan Zhang Ben Chen Yiyu Huang Yifei Sun ... Xianjun Fu Yuxing Dai Feiwei Qin Yong Peng Yu Gao 31 108 0 01 Jan 2024
AesFA: An Aesthetic Feature-Aware Arbitrary Neural Style Transfer Joon-Byum Kwon Sooyoung Kim Yuewei Lin Shinjae Yoo Jiook Cha 29 10 0 10 Dec 2023
SENetV2: Aggregated dense layer for channelwise and global representations Mahendran Narayanan 6 22 0 17 Nov 2023
Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction Jiatong Shi H. Inaguma Xutai Ma Ilia Kulikov Anna Y. Sun 45 24 0 04 Oct 2023
Squeeze aggregated excitation network N. Mahendran FAtt 6 1 0 25 Aug 2023
Deepfake Detection: A Comparative Analysis Sohail Ahmed Khan Duc-Tien Dang-Nguyen 34 2 0 07 Aug 2023
AZTR: Aerial Video Action Recognition with Auto Zoom and Temporal Reasoning Xijun Wang Ruiqi Xian Tianrui Guan Celso M. de Melo Stephen M. Nogar Aniket Bera Dinesh Manocha 11 11 0 02 Mar 2023
Kernel Inversed Pyramidal Resizing Network for Efficient Pavement Distress Recognition Rong Qin Luwen Huangfu Devon Hood James Ma Shengyue Huang 17 1 0 04 Dec 2022
SDA- $x$ Net: Selective Depth Attention Networks for Adaptive Multi-scale Feature Representation Qingbei Guo Xiaojun Wu Zhiquan Feng Tianyang Xu Cong Hu 30 3 0 21 Sep 2022
WaveMix: A Resource-efficient Neural Network for Image Analysis Pranav Jeevan Kavitha Viswanathan S. AnanduA A. Sethi 15 20 0 28 May 2022
Metaethical Perspectives on 'Benchmarking' AI Ethics Travis LaCroix A. Luccioni 25 7 0 11 Apr 2022
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results Raghav Mehta Angelos Filos Ujjwal Baid C. Sako Richard McKinley ... Christos Davatzikos Bjoern H. Menze Spyridon Bakas Y. Gal Tal Arbel UQCV 17 44 0 19 Dec 2021
DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation Ai-Jun Lin Bingzhi Chen Jiayu Xu Zheng-Wei Zhang Guangming Lu ViT MedIm 15 605 0 12 Jun 2021
MOOD: Multi-level Out-of-distribution Detection Ziqian Lin Sreya . Dutta Roy Yixuan Li OODD 23 114 0 30 Apr 2021
Multiscale Vision Transformers Haoqi Fan Bo Xiong K. Mangalam Yanghao Li Zhicheng Yan Jitendra Malik Christoph Feichtenhofer ViT 24 1,221 0 22 Apr 2021
Busy-Quiet Video Disentangling for Video Classification Guoxi Huang A. Bors 21 6 0 29 Mar 2021
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification Chun-Fu Chen Quanfu Fan Rameswar Panda ViT 28 1,420 0 27 Mar 2021
MoViNets: Mobile Video Networks for Efficient Video Recognition Dan Kondratyuk Liangzhe Yuan Yandong Li Li Zhang Mingxing Tan Matthew A. Brown Boqing Gong 13 228 0 21 Mar 2021
Recent Progress in Appearance-based Action Recognition J. Humphreys Zhe Chen Dacheng Tao 19 0 0 25 Nov 2020
Large Scale Neural Architecture Search with Polyharmonic Splines Ulrich Finkler Michele Merler Rameswar Panda Mayoore S. Jaiswal Hui Wu ... Chun-Fu Chen Minsik Cho David S. Kung Rogerio Feris Bishwaranjan Bhattacharjee AI4CE 8 1 0 20 Nov 2020
MGIC: Multigrid-in-Channels Neural Network Architectures Moshe Eliasof Jonathan Ephrath Lars Ruthotto Eran Treister 36 7 0 17 Nov 2020
Exploring Multi-Scale Feature Propagation and Communication for Image Super Resolution Ruicheng Feng W. Guan Yu Qiao Chao Dong SupR 19 7 0 01 Aug 2020
AR-Net: Adaptive Frame Resolution for Efficient Action Recognition Yue Meng Chung-Ching Lin Rameswar Panda P. Sattigeri Leonid Karlinsky A. Oliva Kate Saenko Rogerio Feris 15 141 0 31 Jul 2020
PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer Duo Li Anbang Yao Qifeng Chen 13 30 0 13 Jul 2020
The Computational Limits of Deep Learning Neil C. Thompson Kristjan Greenewald Keeheon Lee Gabriel F. Manso VLM 15 504 0 10 Jul 2020
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks Rajat Saini N. Jha B. K. Das Sparsh Mittal C.Krishna Mohan 13 83 0 26 Jun 2020
Stage-Wise Neural Architecture Search Artur Jordão Fernando Akio M. Lie William Robson Schwartz 11 0 0 23 Apr 2020
MUXConv: Information Multiplexing in Convolutional Neural Networks Zhichao Lu Kalyanmoy Deb Vishnu Naresh Boddeti 14 44 0 31 Mar 2020
SlimConv: Reducing Channel Redundancy in Convolutional Neural Networks by Weights Flipping Jiaxiong Qiu Cai Chen Shuaicheng Liu B. Zeng 9 39 0 16 Mar 2020
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network Jungkyu Lee Taeryun Won Tae Kwan Lee Hyemin Lee Geonmo Gu K. Hong 26 57 0 17 Jan 2020
ResNetX: a more disordered and deeper network architecture Wenfeng Feng Xin Zhang Guangpeng Zhao 24 2 0 18 Dec 2019
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation Quanfu Fan Chun-Fu Chen Hilde Kuehne Marco Pistoia David D. Cox 24 126 0 02 Dec 2019
Multi-scale Octave Convolutions for Robust Speech Recognition Joanna Rownicka P. Bell Steve Renals 8 16 0 31 Oct 2019
Improved Res2Net model for Person re-identification Zongjing Cao H. Lee 18 2 0 08 Oct 2019
Hybrid Residual Attention Network for Single Image Super Resolution Abdul Muqeet Md. Tauhid Bin Iqbal Sung-Ho Bae SupR 16 37 0 11 Jul 2019
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution Yunpeng Chen Haoqi Fan Bing Xu Zhicheng Yan Yannis Kalantidis Marcus Rohrbach Shuicheng Yan Jiashi Feng 21 551 0 10 Apr 2019
Res2Net: A New Multi-scale Backbone Architecture Shanghua Gao Ming-Ming Cheng Kai Zhao Xinyu Zhang Ming-Hsuan Yang Philip H. S. Torr 14 2,350 0 02 Apr 2019
URNet : User-Resizable Residual Networks with Conditional Gating Module Sang-ho Lee Simyung Chang Nojun Kwak 8 11 0 15 Jan 2019