Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation

6 May 2023

Papers citing "Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation"

31 / 31 papers shown

Title
FreePCA: Integrating Consistency Information across Long-short Frames in Training-free Long Video Generation via Principal Component Analysis Jiangtong Tan Hu Yu Jie Huang Jie Xiao Feng Zhao 57 1 0 02 May 2025
POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation Lanyun Zhu Tianrun Chen Qianxiong Xu Xuanyi Liu Deyi Ji Haiyang Wu De Wen Soh J. Liu VLM LRM 44 0 0 01 Apr 2025
ROS-SAM: High-Quality Interactive Segmentation for Remote Sensing Moving Object Zhe Shan Yang Liu Lei Zhou C. Yan H. Wang Xia Xie 39 0 0 15 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
Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding Deyi Ji Lanyun Zhu Siqi Gao Peng Xu Hongtao Lu Jieping Ye Feng Zhao PINN LMTD 41 3 0 13 Nov 2024
Investigation of Time-Frequency Feature Combinations with Histogram Layer Time Delay Neural Networks Amirmohammad Mohammadi Irené Masabarakiza Ethan Barnes Davelle Carreiro A. V. Dine Joshua Peeples 16 0 0 20 Sep 2024
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More Tianrun Chen Ankang Lu Lanyun Zhu Chaotao Ding Chunan Yu Deyi Ji Z. Li Lingyun Sun Papa Mao Ying-Dong Zang VLM MedIm 37 19 0 08 Aug 2024
Relative Difficulty Distillation for Semantic Segmentation Dong Liang Yue Sun Yun Du Songcan Chen Sheng-Jun Huang 21 3 0 04 Jul 2024
PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation Deyi Ji Wenwei Jin Hongtao Lu Feng Zhao 20 5 0 28 Jun 2024
Discrete Latent Perspective Learning for Segmentation and Detection Deyi Ji Feng Zhao Lanyun Zhu Wenwei Jin Hongtao Lu Jieping Ye 29 7 0 15 Jun 2024
Histogram Layers for Neural Engineered Features Joshua Peeples Salim Al Kharsa Luke Saleh Alina Zare 30 2 0 25 Mar 2024
View-Centric Multi-Object Tracking with Homographic Matching in Moving UAV Deyi Ji Siqi Gao Lanyun Zhu Qi Zhu Yiru Zhao Peng Xu Hongtao Lu Feng Zhao Jieping Ye 36 6 0 16 Mar 2024
Weakly Supervised Change Detection via Knowledge Distillation and Multiscale Sigmoid Inference Binghao Lu Caiwen Ding Jinbo Bi Dongjin Song 19 3 0 09 Mar 2024
Generative Denoise Distillation: Simple Stochastic Noises Induce Efficient Knowledge Transfer for Dense Prediction Zhaoge Liu Xiaohao Xu Yunkang Cao Weiming Shen VLM 23 0 0 16 Jan 2024
FerKD: Surgical Label Adaptation for Efficient Distillation Zhiqiang Shen 21 2 0 29 Dec 2023
ChangeNet: Multi-Temporal Asymmetric Change Detection Dataset Deyi Ji Siqi Gao Mingyuan Tao Hongtao Lu Feng Zhao 23 9 0 29 Dec 2023
LLaFS: When Large Language Models Meet Few-Shot Segmentation Lanyun Zhu Tianrun Chen Deyi Ji Jieping Ye Jun Liu VLM 26 37 0 28 Nov 2023
Bidirectional Knowledge Reconfiguration for Lightweight Point Cloud Analysis Peipei Li Xing Cui Yibo Hu Man Zhang Ting Yao Tao Mei 12 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
Histogram Layer Time Delay Neural Networks for Passive Sonar Classification J. Ritu Ethan Barnes Riley Martell A. V. Dine Joshua Peeples 11 12 0 25 Jul 2023
A Good Student is Cooperative and Reliable: CNN-Transformer Collaborative Learning for Semantic Segmentation Jinjing Zhu Yuan Luo Xueye Zheng Hao Wang Lin Wang 14 32 0 24 Jul 2023
Guided Patch-Grouping Wavelet Transformer with Spatial Congruence for Ultra-High Resolution Segmentation Deyi Ji Feng Zhao Hongtao Lu ViT 29 15 0 03 Jul 2023
BPKD: Boundary Privileged Knowledge Distillation For Semantic Segmentation Liyang Liu Zihan Wang M. Phan Bowen Zhang Jinchao Ge Yifan Liu 11 9 0 13 Jun 2023
Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel Benchmark Deyi Ji Feng Zhao Hongtao Lu Mingyuan Tao Jieping Ye AI4TS 23 26 0 18 May 2023
Texture Learning Domain Randomization for Domain Generalized Segmentation Sunghwan Kim Dae-Hwan Kim Hoseong Kim 13 18 0 21 Mar 2023
Knowledge Distillation in Vision Transformers: A Critical Review Gousia Habib Tausifa Jan Saleem Brejesh Lall 11 15 0 04 Feb 2023
BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object Detection Jianing Li Ming Lu Jiaming Liu Yandong Guo Li Du Shanghang Zhang 19 6 0 01 Dec 2022
TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation R. Liu Kailun Yang Alina Roitberg Jiaming Zhang Kunyu Peng Huayao Liu Yaonan Wang Rainer Stiefelhagen ViT 34 35 0 27 Feb 2022
Deep Learning Based 3D Segmentation: A Survey Yong-xing He Hongshan Yu Xiao-Yang Liu Zhengeng Yang Wei Sun Ajmal Saeed Mian 3DPC 28 67 0 09 Mar 2021
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 210 2,034 0 07 Jun 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 420 15,438 0 02 Nov 2015