Feature Fusion for Online Mutual Knowledge Distillation
Jangho Kim,
Minsung Hyun,
Inseop Chung,
Nojun Kwak
![Responsive image](/icpr/media/video_thumbnails/11417.jpg)
Auto-TLDR; Feature Fusion Learning Using Fusion of Sub-Networks
Similar papers
Knowledge Distillation Beyond Model Compression
Fahad Sarfraz, Elahe Arani, Bahram Zonooz
![Responsive image](/icpr/media/video_thumbnails/11609.jpg)
Auto-TLDR; Knowledge Distillation from Teacher to Student
Abstract Slides Poster Similar
Efficient Online Subclass Knowledge Distillation for Image Classification
Maria Tzelepi, Nikolaos Passalis, Anastasios Tefas
![Responsive image](/icpr/media/video_thumbnails/10958.jpg)
Auto-TLDR; OSKD: Online Subclass Knowledge Distillation
Abstract Slides Poster Similar
Multi-Order Feature Statistical Model for Fine-Grained Visual Categorization
Qingtao Wang, Ke Zhang, Shaoli Huang, Lianbo Zhang, Jin Fan
![Responsive image](/icpr/media/video_thumbnails/11766.jpg)
Auto-TLDR; Multi-Order Feature Statistical Method for Fine-Grained Visual Categorization
Abstract Slides Poster Similar
Channel Planting for Deep Neural Networks Using Knowledge Distillation
Kakeru Mitsuno, Yuichiro Nomura, Takio Kurita
![Responsive image](/icpr/media/video_thumbnails/11791.jpg)
Auto-TLDR; Incremental Training for Deep Neural Networks with Knowledge Distillation
Abstract Slides Poster Similar
Knowledge Distillation with a Precise Teacher and Prediction with Abstention
![Responsive image](/icpr/media/video_thumbnails/11966.jpg)
Auto-TLDR; Knowledge Distillation using Deep gambler loss and selective classification framework
Abstract Slides Poster Similar
Compact CNN Structure Learning by Knowledge Distillation
Waqar Ahmed, Andrea Zunino, Pietro Morerio, Vittorio Murino
![Responsive image](/icpr/media/video_thumbnails/11662.jpg)
Auto-TLDR; Knowledge Distillation for Compressing Deep Convolutional Neural Networks
Abstract Slides Poster Similar
FastSal: A Computationally Efficient Network for Visual Saliency Prediction
![Responsive image](/icpr/media/video_thumbnails/11972.jpg)
Auto-TLDR; MobileNetV2: A Convolutional Neural Network for Saliency Prediction
Abstract Slides Poster Similar
Slimming ResNet by Slimming Shortcut
Donggyu Joo, Doyeon Kim, Junmo Kim
![Responsive image](/icpr/media/video_thumbnails/11805.jpg)
Auto-TLDR; SSPruning: Slimming Shortcut Pruning on ResNet Based Networks
Abstract Slides Poster Similar
Dynamic Multi-Path Neural Network
Yingcheng Su, Yichao Wu, Ken Chen, Ding Liang, Xiaolin Hu
![Responsive image](/icpr/media/video_thumbnails/11355.jpg)
Auto-TLDR; Dynamic Multi-path Neural Network
Distilling Spikes: Knowledge Distillation in Spiking Neural Networks
Ravi Kumar Kushawaha, Saurabh Kumar, Biplab Banerjee, Rajbabu Velmurugan
![Responsive image](/icpr/media/video_thumbnails/11406.jpg)
Auto-TLDR; Knowledge Distillation in Spiking Neural Networks for Image Classification
Abstract Slides Poster Similar
Towards Low-Bit Quantization of Deep Neural Networks with Limited Data
Yong Yuan, Chen Chen, Xiyuan Hu, Silong Peng
![Responsive image](/icpr/media/video_thumbnails/11385.jpg)
Auto-TLDR; Low-Precision Quantization of Deep Neural Networks with Limited Data
Abstract Slides Poster Similar
Feature-Dependent Cross-Connections in Multi-Path Neural Networks
Dumindu Tissera, Kasun Vithanage, Rukshan Wijesinghe, Kumara Kahatapitiya, Subha Fernando, Ranga Rodrigo
![Responsive image](/icpr/media/video_thumbnails/11342.jpg)
Auto-TLDR; Multi-path Networks for Adaptive Feature Extraction
Abstract Slides Poster Similar
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks
Sebastian Palacio, Philipp Engler, Jörn Hees, Andreas Dengel
![Responsive image](/icpr/media/video_thumbnails/11958.jpg)
Auto-TLDR; Self-Supervised Autogenous Learning for Deep Neural Networks
Abstract Slides Poster Similar
Context-Aware Residual Module for Image Classification
![Responsive image](/icpr/media/video_thumbnails/11260.jpg)
Auto-TLDR; Context-Aware Residual Module for Image Classification
Abstract Slides Poster Similar
Teacher-Student Training and Triplet Loss for Facial Expression Recognition under Occlusion
Mariana-Iuliana Georgescu, Radu Ionescu
![Responsive image](/icpr/media/video_thumbnails/11122.jpg)
Auto-TLDR; Knowledge Distillation for Facial Expression Recognition under Occlusion
Efficient-Receptive Field Block with Group Spatial Attention Mechanism for Object Detection
Jiacheng Zhang, Zhicheng Zhao, Fei Su
![Responsive image](/icpr/media/video_thumbnails/11243.jpg)
Auto-TLDR; E-RFB: Efficient-Receptive Field Block for Deep Neural Network for Object Detection
Abstract Slides Poster Similar
A Boundary-Aware Distillation Network for Compressed Video Semantic Segmentation
![Responsive image](/icpr/media/video_thumbnails/11511.jpg)
Auto-TLDR; A Boundary-Aware Distillation Network for Video Semantic Segmentation
Abstract Slides Poster Similar
Adversarial Knowledge Distillation for a Compact Generator
Hideki Tsunashima, Shigeo Morishima, Junji Yamato, Qiu Chen, Hirokatsu Kataoka
![Responsive image](/icpr/media/video_thumbnails/12174.jpg)
Auto-TLDR; Adversarial Knowledge Distillation for Generative Adversarial Nets
Abstract Slides Poster Similar
Adaptive Image Compression Using GAN Based Semantic-Perceptual Residual Compensation
Ruojing Wang, Zitang Sun, Sei-Ichiro Kamata, Weili Chen
![Responsive image](/icpr/media/video_thumbnails/11970.jpg)
Auto-TLDR; Adaptive Image Compression using GAN based Semantic-Perceptual Residual Compensation
Abstract Slides Poster Similar
Real-Time Semantic Segmentation Via Region and Pixel Context Network
Yajun Li, Yazhou Liu, Quansen Sun
![Responsive image](/icpr/media/video_thumbnails/11724.jpg)
Auto-TLDR; A Dual Context Network for Real-Time Semantic Segmentation
Abstract Slides Poster Similar
Attention Pyramid Module for Scene Recognition
Zhinan Qiao, Xiaohui Yuan, Chengyuan Zhuang, Abolfazl Meyarian
![Responsive image](/icpr/media/video_thumbnails/11784.jpg)
Auto-TLDR; Attention Pyramid Module for Multi-Scale Scene Recognition
Abstract Slides Poster Similar
Stochastic Label Refinery: Toward Better Target Label Distribution
Xi Fang, Jiancheng Yang, Bingbing Ni
![Responsive image](/icpr/media/video_thumbnails/11980.jpg)
Auto-TLDR; Stochastic Label Refinery for Deep Supervised Learning
Abstract Slides Poster Similar
Fast and Accurate Real-Time Semantic Segmentation with Dilated Asymmetric Convolutions
Leonel Rosas-Arias, Gibran Benitez-Garcia, Jose Portillo-Portillo, Gabriel Sanchez-Perez, Keiji Yanai
![Responsive image](/icpr/media/video_thumbnails/11119.jpg)
Auto-TLDR; FASSD-Net: Dilated Asymmetric Pyramidal Fusion for Real-Time Semantic Segmentation
Abstract Slides Poster Similar
Automatic Student Network Search for Knowledge Distillation
Zhexi Zhang, Wei Zhu, Junchi Yan, Peng Gao, Guotong Xie
![Responsive image](/icpr/media/video_thumbnails/11142.jpg)
Auto-TLDR; NAS-KD: Knowledge Distillation for BERT
Abstract Slides Poster Similar
On the Information of Feature Maps and Pruning of Deep Neural Networks
Mohammadreza Soltani, Suya Wu, Jie Ding, Robert Ravier, Vahid Tarokh
![Responsive image](/icpr/media/video_thumbnails/11717.jpg)
Auto-TLDR; Compressing Deep Neural Models Using Mutual Information
Abstract Slides Poster Similar
Learning a Dynamic High-Resolution Network for Multi-Scale Pedestrian Detection
Mengyuan Ding, Shanshan Zhang, Jian Yang
![Responsive image](/icpr/media/video_thumbnails/11975.jpg)
Auto-TLDR; Learningable Dynamic HRNet for Pedestrian Detection
Abstract Slides Poster Similar
SFPN: Semantic Feature Pyramid Network for Object Detection
![Responsive image](/icpr/media/video_thumbnails/10931.jpg)
Auto-TLDR; SFPN: Semantic Feature Pyramid Network to Address Information Dilution Issue in FPN
Abstract Slides Poster Similar
Norm Loss: An Efficient yet Effective Regularization Method for Deep Neural Networks
Theodoros Georgiou, Sebastian Schmitt, Thomas Baeck, Wei Chen, Michael Lew
![Responsive image](/icpr/media/video_thumbnails/11942.jpg)
Auto-TLDR; Weight Soft-Regularization with Oblique Manifold for Convolutional Neural Network Training
Abstract Slides Poster Similar
Improving reliability of attention branch network by introducing uncertainty
Takuya Tsukahara, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi
![Responsive image](/icpr/media/video_thumbnails/11025.jpg)
Auto-TLDR; Bayesian Attention Branch Network for Convolutional Neural Networks
Abstract Slides Poster Similar
A Close Look at Deep Learning with Small Data
![Responsive image](/icpr/media/video_thumbnails/11148.jpg)
Auto-TLDR; Low-Complex Neural Networks for Small Data Conditions
Abstract Slides Poster Similar
Residual Fractal Network for Single Image Super Resolution by Widening and Deepening
Jiahang Gu, Zhaowei Qu, Xiaoru Wang, Jiawang Dan, Junwei Sun
![Responsive image](/icpr/media/video_thumbnails/11033.jpg)
Auto-TLDR; Residual fractal convolutional network for single image super-resolution
Abstract Slides Poster Similar
Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks
Yoshitomo Matsubara, Marco Levorato
![Responsive image](/icpr/media/video_thumbnails/11120.jpg)
Auto-TLDR; Deep Neural Networks for Remote Object Detection Using Edge Computing
Abstract Slides Poster Similar
Rethinking of Deep Models Parameters with Respect to Data Distribution
Shitala Prasad, Dongyun Lin, Yiqun Li, Sheng Dong, Zaw Min Oo
![Responsive image](/icpr/media/video_thumbnails/11912.jpg)
Auto-TLDR; A progressive stepwise training strategy for deep neural networks
Abstract Slides Poster Similar
Enhanced Feature Pyramid Network for Semantic Segmentation
Mucong Ye, Ouyang Jinpeng, Ge Chen, Jing Zhang, Xiaogang Yu
![Responsive image](/icpr/media/video_thumbnails/11238.jpg)
Auto-TLDR; EFPN: Enhanced Feature Pyramid Network for Semantic Segmentation
Abstract Slides Poster Similar
Smart Inference for Multidigit Convolutional Neural Network Based Barcode Decoding
Duy-Thao Do, Tolcha Yalew, Tae Joon Jun, Daeyoung Kim
![Responsive image](/icpr/media/video_thumbnails/11214.jpg)
Auto-TLDR; Smart Inference for Barcode Decoding using Deep Convolutional Neural Network
Abstract Slides Poster Similar
Object Detection Model Based on Scene-Level Region Proposal Self-Attention
Yu Quan, Zhixin Li, Canlong Zhang, Huifang Ma
![Responsive image](/icpr/media/video_thumbnails/10951.jpg)
Auto-TLDR; Exploiting Semantic Informations for Object Detection
Abstract Slides Poster Similar
Adaptive Noise Injection for Training Stochastic Student Networks from Deterministic Teachers
Yi Xiang Marcus Tan, Yuval Elovici, Alexander Binder
![Responsive image](/icpr/media/video_thumbnails/11793.jpg)
Auto-TLDR; Adaptive Stochastic Networks for Adversarial Attacks
Is the Meta-Learning Idea Able to Improve the Generalization of Deep Neural Networks on the Standard Supervised Learning?
![Responsive image](/icpr/media/video_thumbnails/10847.jpg)
Auto-TLDR; Meta-learning Based Training of Deep Neural Networks for Few-Shot Learning
Abstract Slides Poster Similar
Attentive Hybrid Feature Based a Two-Step Fusion for Facial Expression Recognition
Jun Weng, Yang Yang, Zichang Tan, Zhen Lei
![Responsive image](/icpr/media/video_thumbnails/11643.jpg)
Auto-TLDR; Attentive Hybrid Architecture for Facial Expression Recognition
Abstract Slides Poster Similar
MaxDropout: Deep Neural Network Regularization Based on Maximum Output Values
Claudio Filipi Gonçalves Santos, Danilo Colombo, Mateus Roder, Joao Paulo Papa
![Responsive image](/icpr/media/video_thumbnails/11171.jpg)
Auto-TLDR; MaxDropout: A Regularizer for Deep Neural Networks
Abstract Slides Poster Similar
P2 Net: Augmented Parallel-Pyramid Net for Attention Guided Pose Estimation
Luanxuan Hou, Jie Cao, Yuan Zhao, Haifeng Shen, Jian Tang, Ran He
![Responsive image](/icpr/media/video_thumbnails/12050.jpg)
Auto-TLDR; Parallel-Pyramid Net with Partial Attention for Human Pose Estimation
Abstract Slides Poster Similar
Real-Time Monocular Depth Estimation with Extremely Light-Weight Neural Network
Mian Jhong Chiu, Wei-Chen Chiu, Hua-Tsung Chen, Jen-Hui Chuang
![Responsive image](/icpr/media/video_thumbnails/11725.jpg)
Auto-TLDR; Real-Time Light-Weight Depth Prediction for Obstacle Avoidance and Environment Sensing with Deep Learning-based CNN
Abstract Slides Poster Similar
PSDNet: A Balanced Architecture of Accuracy and Parameters for Semantic Segmentation
![Responsive image](/icpr/media/video_thumbnails/10935.jpg)
Auto-TLDR; Pyramid Pooling Module with SE1Cblock and D2SUpsample Network (PSDNet)
Abstract Slides Poster Similar
A Discriminant Information Approach to Deep Neural Network Pruning
![Responsive image](/icpr/media/video_thumbnails/12036.jpg)
Auto-TLDR; Channel Pruning Using Discriminant Information and Reinforcement Learning
Abstract Slides Poster Similar
Simple Multi-Resolution Representation Learning for Human Pose Estimation
Trung Tran Quang, Van Giang Nguyen, Daeyoung Kim
![Responsive image](/icpr/media/video_thumbnails/10896.jpg)
Auto-TLDR; Multi-resolution Heatmap Learning for Human Pose Estimation
Abstract Slides Poster Similar
TAAN: Task-Aware Attention Network for Few-Shot Classification
![Responsive image](/icpr/media/video_thumbnails/11982.jpg)
Auto-TLDR; TAAN: Task-Aware Attention Network for Few-Shot Classification
Abstract Slides Poster Similar
Local Attention and Global Representation Collaborating for Fine-Grained Classification
He Zhang, Yunming Bai, Hui Zhang, Jing Liu, Xingguang Li, Zhaofeng He
![Responsive image](/icpr/media/video_thumbnails/12177.jpg)
Auto-TLDR; Weighted Region Network for Cosmetic Contact Lenses Detection
Abstract Slides Poster Similar
UHRSNet: A Semantic Segmentation Network Specifically for Ultra-High-Resolution Images
![Responsive image](/icpr/media/video_thumbnails/12503.jpg)
Auto-TLDR; Ultra-High-Resolution Segmentation with Local and Global Feature Fusion