Cross Modal Distillation for Supervision Transfer

2 July 2015

Papers citing "Cross Modal Distillation for Supervision Transfer"

50 / 122 papers shown

Title
Robust Multimodal Segmentation with Representation Regularization and Hybrid Prototype Distillation Jiaqi Tan Xu Zheng Yuhang Liu 22 0 0 19 May 2025
StructVPR++: Distill Structural and Semantic Knowledge with Weighting Samples for Visual Place Recognition Yanqing Shen Sanping Zhou Jingwen Fu Ke Xu Shitao Chen N. Zheng 60 0 0 09 Mar 2025
Wearable Accelerometer Foundation Models for Health via Knowledge Distillation Salar Abbaspourazad Anshuman Mishra Joseph D. Futoma Andrew C. Miller Ian Shapiro 97 0 0 15 Dec 2024
OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All Yuanhuiyi Lyu Xueye Zheng Dahun Kim Lin Wang 59 14 0 25 May 2024
Promoting CNNs with Cross-Architecture Knowledge Distillation for Efficient Monocular Depth Estimation Zhimeng Zheng Tao Huang Gongsheng Li Zuyi Wang 53 2 0 25 Apr 2024
TelME: Teacher-leading Multimodal Fusion Network for Emotion Recognition in Conversation Taeyang Yun Hyunkuk Lim Jeong-Hoon Lee Min Song 34 11 0 16 Jan 2024
SnapCap: Efficient Snapshot Compressive Video Captioning Jianqiao Sun Yudi Su Hao Zhang Ziheng Cheng Zequn Zeng Zhengjue Wang Bo Chen Xin Yuan 37 1 0 10 Jan 2024
MAC: ModAlity Calibration for Object Detection Yutian Lei Jun Liu Dong Huang ObjD 20 0 0 14 Oct 2023
Robust 3D Object Detection from LiDAR-Radar Point Clouds via Cross-Modal Feature Augmentation Shreyank N. Gowda Gabriel Chan Laura Sevilla-Lara Chris Xiaoxuan Lu 3DPC 29 5 0 29 Sep 2023
VideoAdviser: Video Knowledge Distillation for Multimodal Transfer Learning Yanan Wang Donghuo Zeng Shinya Wada Satoshi Kurihara 32 6 0 27 Sep 2023
Interpretation on Multi-modal Visual Fusion Hao Chen Hao Zhou Yongjian Deng 44 0 0 19 Aug 2023
Teacher-Student Architecture for Knowledge Distillation: A Survey Chengming Hu Xuan Li Danyang Liu Haolun Wu Xi Chen Ju Wang Xue Liu 26 16 0 08 Aug 2023
Multimodal Distillation for Egocentric Action Recognition Gorjan Radevski Dusan Grujicic Marie-Francine Moens Matthew Blaschko Tinne Tuytelaars EgoV 35 23 0 14 Jul 2023
Robust Cross-Modal Knowledge Distillation for Unconstrained Videos Wenke Xia Xingjian Li Andong Deng Haoyi Xiong Dejing Dou Di Hu 27 5 0 16 Apr 2023
Geometric-aware Pretraining for Vision-centric 3D Object Detection Linyan Huang Huijie Wang J. Zeng Shengchuan Zhang Liujuan Cao Junchi Yan Hongyang Li 3DPC 70 9 0 06 Apr 2023
Knowledge Distillation for Feature Extraction in Underwater VSLAM Jing Yang Mingming Gong Girish Nair J. Lee J. Monty Yen-Yu Pu 30 5 0 31 Mar 2023
Decoupled Multimodal Distilling for Emotion Recognition Yong Li Yuan-Zheng Wang Zhen Cui 21 73 0 24 Mar 2023
Cross Modal Distillation for Flood Extent Mapping Shubhika Garg Ben Feinstein Shahar Timnat Vishal Batchu G. Dror Adi Gerzi Rosenthal Varun Gulshan 33 12 0 16 Feb 2023
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving Angelika Ando Spyros Gidaris Andrei Bursuc Gilles Puy Alexandre Boulch Renaud Marlet ViT 3DPC 28 71 0 24 Jan 2023
EgoDistill: Egocentric Head Motion Distillation for Efficient Video Understanding Shuhan Tan Tushar Nagarajan Kristen Grauman 31 21 0 05 Jan 2023
StructVPR: Distill Structural Knowledge with Weighting Samples for Visual Place Recognition Yanqing Shen Sanping Zhopu Jingwen Fu Ke Xu Shi-tao Chen Nanning Zheng 44 20 0 02 Dec 2022
How do Cross-View and Cross-Modal Alignment Affect Representations in Contrastive Learning? Thomas M. Hehn Julian F. P. Kooij D. Gavrila SSL 26 0 0 23 Nov 2022
Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud Analysis Bach Tran Binh-Son Hua Anh Tran Minh Hoai 3DPC 47 7 0 28 Oct 2022
Membership Inference Attacks by Exploiting Loss Trajectory Yiyong Liu Zhengyu Zhao Michael Backes Yang Zhang 27 98 0 31 Aug 2022
PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection Linfeng Zhang Runpei Dong Hung-Shuo Tai Kaisheng Ma 3DPC 72 47 0 23 May 2022
DSGN++: Exploiting Visual-Spatial Relation for Stereo-based 3D Detectors Yilun Chen Shijia Huang Shu Liu Bei Yu Jiaya Jia 3DPC 33 26 0 06 Apr 2022
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data Corentin Sautier Gilles Puy Spyros Gidaris Alexandre Boulch Andrei Bursuc Renaud Marlet 3DPC 26 117 0 30 Mar 2022
Keyword localisation in untranscribed speech using visually grounded speech models Kayode Olaleye Dan Oneaţă Herman Kamper 32 7 0 02 Feb 2022
MonoDistill: Learning Spatial Features for Monocular 3D Object Detection Zhiyu Chong Xinzhu Ma Hong Zhang Yuxin Yue Haojie Li Zhihui Wang Wanli Ouyang 3DPC 106 98 0 26 Jan 2022
Cross-modal Contrastive Distillation for Instructional Activity Anticipation Zhengyuan Yang Jingen Liu Jing-ling Huang Xiaodong He Tao Mei Chenliang Xu Jiebo Luo 31 6 0 18 Jan 2022
Improving Human-Object Interaction Detection via Phrase Learning and Label Composition Zhimin Li Cheng Zou Yu Zhao Boxun Li Shengtao Zhong 24 37 0 14 Dec 2021
NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes Suhani Vora Noha Radwan Klaus Greff H. Meyer Kyle Genova Mehdi S. M. Sajjadi Etienne Pot Andrea Tagliasacchi Daniel Duckworth 37 123 0 25 Nov 2021
EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation Lin Wang Yujeong Chae Sung-Hoon Yoon Tae-Kyun Kim Kuk-Jin Yoon 47 64 0 24 Nov 2021
Facial Anatomical Landmark Detection using Regularized Transfer Learning with Application to Fetal Alcohol Syndrome Recognition Zeyu Fu Jianbo Jiao M. Suttie J. A. Noble CVBM 22 9 0 12 Sep 2021
Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation Lin Wang Yujeong Chae Kuk-Jin Yoon 32 32 0 04 Sep 2021
LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector Xiaoyang Guo Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 39 106 0 18 Aug 2021
Unpaired cross-modality educed distillation (CMEDL) for medical image segmentation Jue Jiang A. Rimner Joseph O. Deasy Harini Veeraraghavan 19 20 0 16 Jul 2021
Unsupervised Domain Adaptation of Object Detectors: A Survey Poojan Oza Vishwanath A. Sindagi Vibashan Vs Vishal M. Patel OOD ObjD 44 170 0 27 May 2021
Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs Mohammad Malekzadeh Anastasia Borovykh Deniz Gündüz MIACV 29 42 0 25 May 2021
SBEVNet: End-to-End Deep Stereo Layout Estimation Divam Gupta Wei Pu Trenton Tabor J. Schneider 3DPC MDE 30 4 0 25 May 2021
Joint Face Image Restoration and Frontalization for Recognition X. Tu Jian-jun Zhao Qiankun Liu W. Ai G. Guo Zhifeng Li Wei Liu Jiashi Feng CVBM 24 54 0 12 May 2021
Ego-Exo: Transferring Visual Representations from Third-person to First-person Videos Yanghao Li Tushar Nagarajan Bo Xiong Kristen Grauman EgoV 51 84 0 16 Apr 2021
MRI-based Alzheimer's disease prediction via distilling the knowledge in multi-modal data Hao Guan Chaoyue Wang Dacheng Tao 24 30 0 08 Apr 2021
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification Jong-Chyi Su Zezhou Cheng Subhransu Maji 23 57 0 01 Apr 2021
Multi-Modal RGB-D Scene Recognition Across Domains Andrea Ferreri S. Bucci Tatiana Tommasi 29 6 0 26 Mar 2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey Sourav Garg Niko Sünderhauf Feras Dayoub D. Morrison Akansel Cosgun ... Tat-Jun Chin Ian Reid Stephen Gould Peter Corke Michael Milford 31 115 0 02 Jan 2021
P4Contrast: Contrastive Learning with Pairs of Point-Pixel Pairs for RGB-D Scene Understanding Yunze Liu Li Yi Shanghang Zhang Qingnan Fan Thomas Funkhouser Hao Dong SSL 41 58 0 24 Dec 2020
Cross-Task Representation Learning for Anatomical Landmark Detection Zeyu Fu Jianbo Jiao M. Suttie J. A. Noble CVBM 30 2 0 28 Sep 2020
Learning Geocentric Object Pose in Oblique Monocular Images Gordon A. Christie Rodrigo Rene Rai Munoz Abujder Kevin Foster Shea Hagstrom Gregory Hager M. Brown MDE 27 31 0 01 Jul 2020
Survey on Deep Multi-modal Data Analytics: Collaboration, Rivalry and Fusion Yang Wang 38 195 0 15 Jun 2020