Revisiting Cross-Modal Knowledge Distillation: A Disentanglement Approach for RGBD Semantic Segmentation

30 May 2025

Papers citing "Revisiting Cross-Modal Knowledge Distillation: A Disentanglement Approach for RGBD Semantic Segmentation"

23 / 23 papers shown

Title
DisCoM-KD: Cross-Modal Knowledge Distillation via Disentanglement Representation and Adversarial Learning Dino Ienco C. Dantas 67 3 0 05 Aug 2024
Context-Aware Interaction Network for RGB-T Semantic Segmentation Ying Lv Zhi Liu Gongyang Li 39 31 0 03 Jan 2024
FRNet: Frustum-Range Networks for Scalable LiDAR Segmentation Xiang Xu Lingdong Kong Hui Shuai Qingshan Liu 3DPC 80 27 0 07 Dec 2023
General-Purpose Multimodal Transformer meets Remote Sensing Semantic Segmentation Nhi Kieu Kien Nguyen Sridha Sridharan Clinton Fookes ViT 46 4 0 07 Jul 2023
Prototype Knowledge Distillation for Medical Segmentation with Missing Modality Shuai Wang Zipei Yan Daoan Zhang Haining Wei Zhong Li Ruizhen Li 33 38 0 17 Mar 2023
Pixel Difference Convolutional Network for RGB-D Semantic Segmentation Jun Yang Lizhi Bai Yaoru Sun Chunqi Tian Maoyu Mao Guorun Wang SSeg 37 19 0 23 Feb 2023
Disentangled Representation Learning Xin Eric Wang Hong Chen Siao Tang Zihao Wu Wenwu Zhu DRL 52 83 0 21 Nov 2022
Towards Counterfactual Image Manipulation via CLIP Yingchen Yu Fangneng Zhan Rongliang Wu Jiahui Zhang Shijian Lu Miaomiao Cui Xuansong Xie Xiansheng Hua Chunyan Miao CLIP 70 31 0 06 Jul 2022
Disentangling visual and written concepts in CLIP Joanna Materzyñska Antonio Torralba David Bau CoGe 45 49 0 15 Jun 2022
The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation Zihui Xue Zhengqi Gao Sucheng Ren Hang Zhao 68 39 0 13 Jun 2022
Knowledge Distillation from A Stronger Teacher Tao Huang Shan You Fei Wang Chao Qian Chang Xu 53 243 0 21 May 2022
Masked Generative Distillation Zhendong Yang Zhe Li Mingqi Shao Dachuan Shi Zehuan Yuan Chun Yuan FedML 66 171 0 03 May 2022
Omnivore: A Single Model for Many Visual Modalities Rohit Girdhar Mannat Singh Nikhil Ravi Laurens van der Maaten Armand Joulin Ishan Misra 242 227 0 20 Jan 2022
Knowledge distillation from multi-modal to mono-modal segmentation networks Minhao Hu Matthis Maillard Ya Zhang Tommaso Ciceri Giammarco La Barbera Isabelle Bloch Pietro Gori 43 128 0 17 Jun 2021
ACNet: Attention Based Network to Exploit Complementary Features for RGBD Semantic Segmentation Xinxin Hu Kailun Yang Lei Fei Kaiwei Wang 3DPC 98 350 0 24 May 2019
Cross-Modal Distillation for RGB-Depth Person Re-Identification Frank M. Hafner Amran H. Bhuyian Julian F. P. Kooij Eric Granger 24 26 0 27 Oct 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 231 10,152 0 10 Jul 2018
RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic Segmentation Jindong Jiang Lunan Zheng Fei Luo Zhijun Zhang 3DPC SSeg 42 214 0 04 Jun 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 155 13,051 0 07 Feb 2018
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 246 9,687 0 25 Oct 2017
Unifying distillation and privileged information David Lopez-Paz Léon Bottou Bernhard Schölkopf V. Vapnik FedML 110 460 0 11 Nov 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 241 19,523 0 09 Mar 2015
Indoor Semantic Segmentation using depth information Camille Couprie C. Farabet Laurent Najman Yann LeCun SSeg MDE 135 477 0 16 Jan 2013