Cross-Image Relational Knowledge Distillation for Semantic Segmentation

14 April 2022

Papers citing "Cross-Image Relational Knowledge Distillation for Semantic Segmentation"

50 / 83 papers shown

Title
DNAD: Differentiable Neural Architecture Distillation Xuan Rao Bo Zhao Derong Liu 29 1 0 25 Apr 2025
Distilling Knowledge from Heterogeneous Architectures for Semantic Segmentation Y. Huang Kai Hu Y. Zhang Z. Chen Xieping Gao 30 0 0 10 Apr 2025
Delving Deep into Semantic Relation Distillation Zhaoyi Yan Kangjun Liu Qixiang Ye 49 0 0 27 Mar 2025
Semi-supervised Semantic Segmentation with Multi-Constraint Consistency Learning Jianjian Yin Tao Chen Gensheng Pei Yazhou Yao Liqiang Nie Xiansheng Hua 47 1 0 23 Mar 2025
Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation Deyi Ji Feng Zhao Hongtao Lu Feng Wu Jieping Ye 68 2 0 11 Mar 2025
ACAM-KD: Adaptive and Cooperative Attention Masking for Knowledge Distillation Qizhen Lan Qing Tian VLM 54 0 0 08 Mar 2025
VRM: Knowledge Distillation via Virtual Relation Matching W. Zhang Fei Xie Weidong Cai Chao Ma 71 0 0 28 Feb 2025
I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation Ayoub Karine Thibault Napoléon M. Jridi VLM 99 0 0 24 Feb 2025
Multi-Teacher Knowledge Distillation with Reinforcement Learning for Visual Recognition Chuanguang Yang Xinqiang Yu Han Yang Zhulin An Chengqing Yu Libo Huang Y. Xu 31 0 0 22 Feb 2025
Multi-Level Decoupled Relational Distillation for Heterogeneous Architectures Yaoxin Yang Peng Ye Weihao Lin Kangcong Li Yan Wen Jia Hao Tao Chen 33 0 0 10 Feb 2025
Enhancing Image Generation Fidelity via Progressive Prompts Zhen Xiong Yuqi Li Chuanguang Yang Tiao Tan Zhihong Zhu Siyuan Li Yue Ma 43 1 0 13 Jan 2025
Rethinking Knowledge in Distillation: An In-context Sample Retrieval Perspective Jinjing Zhu Songze Li Lin Wang 42 0 0 13 Jan 2025
ECG-guided individual identification via PPG Riling Wei Hanjie Chen Kelu Yao Chuanguang Yang Jun Wang Chao Li 31 0 0 30 Dec 2024
Uncertainty-Participation Context Consistency Learning for Semi-supervised Semantic Segmentation Jianjian Yin Yi Chen Zhichao Zheng Junsheng Zhou Yanhui Gu 41 3 0 23 Dec 2024
MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models Weilun Feng Haotong Qin Chuanguang Yang Zhulin An Libo Huang Boyu Diao Fei Wang Renshuai Tao Y. Xu Michele Magno DiffM MQ 78 4 0 16 Dec 2024
SGLP: A Similarity Guided Fast Layer Partition Pruning for Compressing Large Deep Models Yuqi Li Yao Lu Zeyu Dong Chuanguang Yang Yihao Chen Jianping Gou 21 2 0 14 Oct 2024
MiniVLN: Efficient Vision-and-Language Navigation by Progressive Knowledge Distillation Junyou Zhu Yanyuan Qiao Siqi Zhang Xingjian He Qi Wu Jing Liu VLM 19 1 0 27 Sep 2024
Shape-intensity knowledge distillation for robust medical image segmentation Wenhui Dong Bo Du Yongchao Xu 26 0 0 26 Sep 2024
Prototype-Driven Multi-Feature Generation for Visible-Infrared Person Re-identification Jiarui Li Zhen Qiu Yilin Yang Yuqi Li Zeyu Dong Chuanguang Yang 32 0 0 09 Sep 2024
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture Qianlong Xiang Miao Zhang Yuzhang Shang Jianlong Wu Yan Yan Liqiang Nie DiffM 55 9 0 05 Sep 2024
Detecting Wildfires on UAVs with Real-time Segmentation Trained by Larger Teacher Models Julius Pesonen T. Hakala V. Karjalainen Niko Koivumaki L. Markelin A.-M. Raita-Hakola J. Suomalainen Ilkka Polonen E. Honkavaara 32 1 0 19 Aug 2024
Knowledge Distillation with Refined Logits Wujie Sun Defang Chen Siwei Lyu Genlang Chen Chun-Yen Chen Can Wang 22 1 0 14 Aug 2024
ComKD-CLIP: Comprehensive Knowledge Distillation for Contrastive Language-Image Pre-traning Model Yifan Chen Xiaozhen Qiao Zhe Sun Xuelong Li VLM 37 3 0 08 Aug 2024
Comb, Prune, Distill: Towards Unified Pruning for Vision Model Compression Jonas Schmitt Ruiping Liu Junwei Zheng Jiaming Zhang Rainer Stiefelhagen VLM 26 0 0 06 Aug 2024
How to Train the Teacher Model for Effective Knowledge Distillation Shayan Mohajer Hamidi Xizhen Deng Renhao Tan Linfeng Ye Ahmed H. Salamah 19 2 0 25 Jul 2024
Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic Segmentation Shoumeng Qiu Jie Chen Xinrun Li Ru Wan Xiangyang Xue Jian Pu VLM 30 3 0 18 Jul 2024
Relative Difficulty Distillation for Semantic Segmentation Dong Liang Yue Sun Yun Du Songcan Chen Sheng-Jun Huang 29 3 0 04 Jul 2024
Instance Temperature Knowledge Distillation Zhengbo Zhang Yuxi Zhou Jia Gong Jun Liu Zhigang Tu 19 2 0 27 Jun 2024
Online Policy Distillation with Decision-Attention Xinqiang Yu Chuanguang Yang Chengqing Yu Libo Huang Zhulin An Yongjun Xu OffRL 44 0 0 08 Jun 2024
Relation Modeling and Distillation for Learning with Noisy Labels Xiaming Chen Junlin Zhang Zhuang Qi Xin Qi NoLa 24 0 0 30 May 2024
OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All Yuanhuiyi Lyu Xueye Zheng Dahun Kim Lin Wang 32 10 0 25 May 2024
Exploring Graph-based Knowledge: Multi-Level Feature Distillation via Channels Relational Graph Zhiwei Wang Jun Huang Longhua Ma Chengyu Wu Hongyu Ma 35 0 0 14 May 2024
CKD: Contrastive Knowledge Distillation from A Sample-wise Perspective Wencheng Zhu Xin Zhou Pengfei Zhu Yu Wang Qinghua Hu VLM 56 1 0 22 Apr 2024
PracticalDG: Perturbation Distillation on Vision-Language Models for Hybrid Domain Generalization Zining Chen Weiqiu Wang Zhicheng Zhao Fei Su Aidong Men Hongying Meng VLM 30 7 0 13 Apr 2024
Attention-guided Feature Distillation for Semantic Segmentation Amir M. Mansourian Arya Jalali Rozhan Ahmadi S. Kasaei 28 0 0 08 Mar 2024
PromptKD: Unsupervised Prompt Distillation for Vision-Language Models Zheng Li Xiang Li Xinyi Fu Xing Zhang Weiqiang Wang Shuo Chen Jian Yang VLM 27 34 0 05 Mar 2024
Spatial Coherence Loss: All Objects Matter in Salient and Camouflaged Object Detection Ziyun Yang Kevin Choy Sina Farsiu 26 0 0 28 Feb 2024
SiMA-Hand: Boosting 3D Hand-Mesh Reconstruction by Single-to-Multi-View Adaptation Yinqiao Wang Hao Xu Pheng-Ann Heng Chi-Wing Fu 3DH 24 1 0 02 Feb 2024
HiCD: Change Detection in Quality-Varied Images via Hierarchical Correlation Distillation Chao Pang Xingxing Weng Jiang Wu Qiang Wang Gui-Song Xia 17 4 0 19 Jan 2024
Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information Linfeng Ye Shayan Mohajer Hamidi Renhao Tan En-Hui Yang VLM 27 12 0 16 Jan 2024
Graph Relation Distillation for Efficient Biomedical Instance Segmentation Xiaoyu Liu Yueyi Zhang Zhiwei Xiong Wei Huang Bo Hu Xiaoyan Sun Feng Wu 27 0 0 12 Jan 2024
Cloud-Device Collaborative Learning for Multimodal Large Language Models Guanqun Wang Jiaming Liu Chenxuan Li Junpeng Ma Yuan Zhang ... Kevin Zhang Maurice Chong Ray Zhang Yijiang Liu Shanghang Zhang 39 7 0 26 Dec 2023
RdimKD: Generic Distillation Paradigm by Dimensionality Reduction Yi Guo Yiqian He Xiaoyang Li Haotong Qin Van Tung Pham Yang Zhang Shouda Liu 37 1 0 14 Dec 2023
Mutual-Learning Knowledge Distillation for Nighttime UAV Tracking Yufeng Liu 21 0 0 13 Dec 2023
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation Jiawei Fan Chao Li Xiaolong Liu Meina Song Anbang Yao 17 5 0 07 Dec 2023
LightBTSeg: A lightweight breast tumor segmentation model using ultrasound images via dual-path joint knowledge distillation Hongjiang Guo Shengwen Wang Hao Dang Kangle Xiao Yaru Yang Wenpei Liu Tongtong Liu Yiying Wan 14 2 0 18 Nov 2023
Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis Zezhi Shao Fei Wang Yongjun Xu Wei Wei Chengqing Yu ... Guangyin Jin Xin Cao Gao Cong Christian S. Jensen Xueqi Cheng AI4TS 18 56 0 09 Oct 2023
Bidirectional Knowledge Reconfiguration for Lightweight Point Cloud Analysis Peipei Li Xing Cui Yibo Hu Man Zhang Ting Yao Tao Mei 20 0 0 08 Oct 2023
Towards Comparable Knowledge Distillation in Semantic Image Segmentation Onno Niemann Christopher Vox Thorben Werner VLM 13 1 0 07 Sep 2023
Radio2Text: Streaming Speech Recognition Using mmWave Radio Signals Running Zhao Jiang-Tao Luca Yu H. Zhao Edith C. H. Ngai 24 4 0 16 Aug 2023