Cross Modal Distillation for Supervision Transfer

2 July 2015

Papers citing "Cross Modal Distillation for Supervision Transfer"

50 / 122 papers shown

Title
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 28 2,857 0 09 Jun 2020
Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation Won Ik Cho Donghyun Kwak J. Yoon N. Kim 34 26 0 17 May 2020
Deep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review Yaodong Cui Ren‐Hao Chen Wenbo Chu Long Chen Daxin Tian Ying Li Dongpu Cao 3DPC 32 386 0 10 Apr 2020
Shared Cross-Modal Trajectory Prediction for Autonomous Driving Chiho Choi Joon Hee Choi Srikanth Malla Jiachen Li 38 65 0 01 Apr 2020
Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge Long Zhao Xi Peng Yuxiao Chen Mubbasir Kapadia Dimitris N. Metaxas 16 66 0 01 Apr 2020
Spatio-Temporal Graph for Video Captioning with Knowledge Distillation Boxiao Pan Haoye Cai De-An Huang Kuan-Hui Lee Adrien Gaidon Ehsan Adeli Juan Carlos Niebles 31 235 0 31 Mar 2020
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions Matheus Gadelha Aruni RoyChowdhury Gopal Sharma E. Kalogerakis Liangliang Cao Erik Learned-Miller Rui Wang Subhransu Maji 3DPC 31 45 0 30 Mar 2020
Teacher-Student Domain Adaptation for Biosensor Models Lawrence Phillips David B. Grimes Yihan Li OOD 22 2 0 17 Mar 2020
AutoFoley: Artificial Synthesis of Synchronized Sound Tracks for Silent Videos with Deep Learning Sanchita Ghose John J. Prevost VGen 22 46 0 21 Feb 2020
Listen to Look: Action Recognition by Previewing Audio Ruohan Gao Tae-Hyun Oh Kristen Grauman Lorenzo Torresani VLM 29 251 0 10 Dec 2019
Self-Supervised Learning by Cross-Modal Audio-Video Clustering Humam Alwassel D. Mahajan Bruno Korbar Lorenzo Torresani Guohao Li Du Tran SSL 42 428 0 28 Nov 2019
Contrastive Representation Distillation Yonglong Tian Dilip Krishnan Phillip Isola 49 1,034 0 23 Oct 2019
Multi-modal Deep Analysis for Multimedia Wenwu Zhu Xin Eric Wang Hongzhi Li 29 38 0 11 Oct 2019
On the Efficacy of Knowledge Distillation Ligang He Rui Mao 57 600 0 03 Oct 2019
Compact Trilinear Interaction for Visual Question Answering Tuong Khanh Long Do Thanh-Toan Do Huy Tran Erman Tjiputra Quang-Dieu Tran 36 59 0 26 Sep 2019
CNN-based RGB-D Salient Object Detection: Learn, Select and Fuse Hao Chen Youfu Li ObjD 24 23 0 20 Sep 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 38 752 0 27 Aug 2019
Growing a Brain: Fine-Tuning by Increasing Model Capacity Yu-xiong Wang Deva Ramanan M. Hebert CLL 29 148 0 18 Jul 2019
Distill-2MD-MTL: Data Distillation based on Multi-Dataset Multi-Domain Multi-Task Frame Work to Solve Face Related Tasksks, Multi Task Learning, Semi-Supervised Learning Sepidehsadat Hosseini M. Shabani N. Cho CVBM 36 3 0 08 Jul 2019
DiCENet: Dimension-wise Convolutions for Efficient Networks Sachin Mehta Hannaneh Hajishirzi Mohammad Rastegari 36 43 0 08 Jun 2019
S-ConvNet: A Shallow Convolutional Neural Network Architecture for Neuromuscular Activity Recognition Using Instantaneous High-Density Surface EMG Images M. Islam Daniel Massicotte F. Nougarou P. Massicotte Weiping Zhu 27 9 0 08 Jun 2019
What, Where and How to Transfer in SAR Target Recognition Based on Deep CNNs Zhongling Huang Zongxu Pan Bin Lei 21 151 0 04 Jun 2019
Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation Linfeng Zhang Jiebo Song Anni Gao Jingwei Chen Chenglong Bao Kaisheng Ma FedML 27 846 0 17 May 2019
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding Jun Liu Amir Shahroudy Mauricio Perez G. Wang Ling-yu Duan Alex C. Kot 39 1,257 0 12 May 2019
Translate-to-Recognize Networks for RGB-D Scene Recognition Dapeng Du Limin Wang Huiling Wang Kai Zhao Gangshan Wu 23 48 0 28 Apr 2019
Salient Object Detection in the Deep Learning Era: An In-Depth Survey Wenguan Wang Qiuxia Lai Huazhu Fu Jianbing Shen Haibin Ling Ruigang Yang 43 610 0 19 Apr 2019
Deep Co-Training for Semi-Supervised Image Segmentation Jizong Peng Guillermo Estrada M. Pedersoli Christian Desrosiers 37 179 0 27 Mar 2019
KPTransfer: improved performance and faster convergence from keypoint subset-wise domain transfer in human pose estimation Kanav Vats H. Neher A. Wong David A Clausi John S. Zelek 26 0 0 24 Mar 2019
Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation Andrea Pilzer Stéphane Lathuilière N. Sebe Elisa Ricci MDE 25 135 0 11 Mar 2019
Mix and match networks: cross-modal alignment for zero-pair image-to-image translation Yaxing Wang Luis Herranz Joost van de Weijer 21 4 0 08 Mar 2019
Learning to see across Domains and Modalities Fabio Maria Carlucci 29 0 0 13 Feb 2019
DistInit: Learning Video Representations Without a Single Labeled Video Rohit Girdhar Du Tran Lorenzo Torresani Deva Ramanan 27 54 0 26 Jan 2019
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding Dengxin Dai Daniel Gehrig Simon Hecker Luc Van Gool 37 140 0 05 Jan 2019
Cross and Learn: Cross-Modal Self-Supervision Nawid Sayed Biagio Brattoli Bjorn Ommer SSL 33 78 0 09 Nov 2018
Amalgamating Knowledge towards Comprehensive Classification Chengchao Shen L. Câlmâc Mingli Song Li Sun Xiuming Zhang MoMe 30 89 0 07 Nov 2018
Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks Yuenan Hou Zheng Ma Slobodan Mitrovic Chen Change Loy 26 64 0 07 Nov 2018
Cogni-Net: Cognitive Feature Learning through Deep Visual Perception Pranay Mukherjee Abhirup Das A. Bhunia P. Roy 14 11 0 01 Nov 2018
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning Arnab Kumar Mondal Jose Dolz Christian Desrosiers GAN MedIm 43 118 0 29 Oct 2018
Cross-Modal Distillation for RGB-Depth Person Re-Identification Frank M. Hafner Amran H. Bhuyian Julian F. P. Kooij Eric Granger 14 25 0 27 Oct 2018
Selective Distillation of Weakly Annotated GTD for Vision-based Slab Identification System Sang Jun Lee Sang Woo Kim Wookyong Kwon Gyogwon Koo J. Yun 35 9 0 09 Oct 2018
RGB-D Object Detection and Semantic Segmentation for Autonomous Manipulation in Clutter Max Schwarz Anton Milan Arul Selvam Periyasamy Sven Behnke 3DPC 27 162 0 01 Oct 2018
Object Detection from Scratch with Deep Supervision Zhiqiang Shen Zhuang Liu Jianguo Li Yu-Gang Jiang Yurong Chen Xiangyang Xue ObjD 24 77 0 25 Sep 2018
Distilled Wasserstein Learning for Word Embedding and Topic Modeling Hongteng Xu Wenlin Wang Wen Liu Lawrence Carin MedIm FedML 35 84 0 12 Sep 2018
Text-to-image Synthesis via Symmetrical Distillation Networks Mingkuan Yuan Yuxin Peng DiffM 33 37 0 21 Aug 2018
Emotion Recognition in Speech using Cross-Modal Transfer in the Wild Samuel Albanie Arsha Nagrani Andrea Vedaldi Andrew Zisserman CVBM 30 270 0 16 Aug 2018
A Two-Stream Mutual Attention Network for Semi-supervised Biomedical Segmentation with Noisy Labels Shaobo Min Xiao Chen Zhengjun Zha Feng Wu Yongdong Zhang 26 79 0 31 Jul 2018
Sidekick Policy Learning for Active Visual Exploration Santhosh Kumar Ramakrishnan Kristen Grauman 44 29 0 29 Jul 2018
Robust Deep Multi-modal Learning Based on Gated Information Fusion Network Jaekyum Kim Junho Koh Yecheol Kim Jaehyung Choi Youngbae Hwang Jun-Won Choi 35 64 0 17 Jul 2018
Spatio-Temporal Channel Correlation Networks for Action Classification Ali Diba Mohsen Fayyaz Vivek Sharma M. M. Arzani Rahman Yousefzadeh Juergen Gall Luc Van Gool 3DPC 28 181 0 19 Jun 2018
Weakly-supervised Visual Instrument-playing Action Detection in Videos Jen-Yu Liu Yi-Hsuan Yang Shyh-Kang Jeng 21 13 0 05 May 2018