MAL: Cluster-Masked and Multi-Task Pretraining for Enhanced xLSTM Vision Performance
Fuente:
arXiv
Saved in:
| Main Authors: | Huang, Wenjun, Hu, Jianguo |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Vision-LSTM: xLSTM as Generic Vision Backbone
by: Alkin, Benedikt, et al.
Published: (2024)
by: Alkin, Benedikt, et al.
Published: (2024)
xLSTM-FER: Enhancing Student Expression Recognition with Extended Vision Long Short-Term Memory Network
by: Huang, Qionghao, et al.
Published: (2024)
by: Huang, Qionghao, et al.
Published: (2024)
Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed Images
by: Zhu, Qinfeng, et al.
Published: (2024)
by: Zhu, Qinfeng, et al.
Published: (2024)
Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation?
by: Dutta, Pallabi, et al.
Published: (2024)
by: Dutta, Pallabi, et al.
Published: (2024)
AGA3DNet: Anatomy-Guided Gaussian Priors with Multi-view xLSTM for 3D Brain MRI Subtype Classification
by: Duan, Peiyu, et al.
Published: (2026)
by: Duan, Peiyu, et al.
Published: (2026)
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart
by: Chen, Tianrun, et al.
Published: (2024)
by: Chen, Tianrun, et al.
Published: (2024)
Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction
by: Chen, Jun, et al.
Published: (2022)
by: Chen, Jun, et al.
Published: (2022)
Masked AutoDecoder is Effective Multi-Task Vision Generalist
by: Qiu, Han, et al.
Published: (2024)
by: Qiu, Han, et al.
Published: (2024)
Cluster-Wise Spatio-Temporal Masking for Efficient Video-Language Pretraining
by: Zhuang, Weijun, et al.
Published: (2026)
by: Zhuang, Weijun, et al.
Published: (2026)
Enhancing Autism Spectrum Disorder Early Detection with the Parent-Child Dyads Block-Play Protocol and an Attention-enhanced GCN-xLSTM Hybrid Deep Learning Framework
by: Li, Xiang, et al.
Published: (2024)
by: Li, Xiang, et al.
Published: (2024)
MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-shot Dermatological Assessment
by: Yan, Siyuan, et al.
Published: (2025)
by: Yan, Siyuan, et al.
Published: (2025)
SyncMask: Synchronized Attentional Masking for Fashion-centric Vision-Language Pretraining
by: Song, Chull Hwan, et al.
Published: (2024)
by: Song, Chull Hwan, et al.
Published: (2024)
Efficient Vision-Language Pre-training by Cluster Masking
by: Wei, Zihao, et al.
Published: (2024)
by: Wei, Zihao, et al.
Published: (2024)
Task-Specific Knowledge Distillation from the Vision Foundation Model for Enhanced Medical Image Segmentation
by: Liang, Pengchen, et al.
Published: (2025)
by: Liang, Pengchen, et al.
Published: (2025)
Temporal-Anchor3DLane: Enhanced 3D Lane Detection with Multi-Task Losses and LSTM Fusion
by: Suhas, D. Shainu, et al.
Published: (2025)
by: Suhas, D. Shainu, et al.
Published: (2025)
Diffusion Masked Pretraining for Dynamic Point Cloud
by: Zhang, Zhuoyue, et al.
Published: (2026)
by: Zhang, Zhuoyue, et al.
Published: (2026)
Attention Guidance Mechanism for Handwritten Mathematical Expression Recognition
by: Liu, Yutian, et al.
Published: (2024)
by: Liu, Yutian, et al.
Published: (2024)
TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection
by: Chen, Hanning, et al.
Published: (2024)
by: Chen, Hanning, et al.
Published: (2024)
Muskie: Multi-view Masked Image Modeling for 3D Vision Pre-training
by: Li, Wenyu, et al.
Published: (2025)
by: Li, Wenyu, et al.
Published: (2025)
Unsupervised Part Discovery via Descriptor-Based Masked Image Restoration with Optimized Constraints
by: Xia, Jiahao, et al.
Published: (2025)
by: Xia, Jiahao, et al.
Published: (2025)
Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples
by: Wang, Yeyuan, et al.
Published: (2024)
by: Wang, Yeyuan, et al.
Published: (2024)
Mask-Guided Multi-Task Network for Face Attribute Recognition
by: Gao, Gong, et al.
Published: (2026)
by: Gao, Gong, et al.
Published: (2026)
Cross-Task Multi-Branch Vision Transformer for Facial Expression and Mask Wearing Classification
by: Zhu, Armando, et al.
Published: (2024)
by: Zhu, Armando, et al.
Published: (2024)
Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning
by: Monsefi, Amin Karimi, et al.
Published: (2024)
by: Monsefi, Amin Karimi, et al.
Published: (2024)
CLIP with Quality Captions: A Strong Pretraining for Vision Tasks
by: Vasu, Pavan Kumar Anasosalu, et al.
Published: (2024)
by: Vasu, Pavan Kumar Anasosalu, et al.
Published: (2024)
SenPa-MAE: Sensor Parameter Aware Masked Autoencoder for Multi-Satellite Self-Supervised Pretraining
by: Prexl, Jonathan, et al.
Published: (2024)
by: Prexl, Jonathan, et al.
Published: (2024)
MAP: Unleashing Hybrid Mamba-Transformer Vision Backbone's Potential with Masked Autoregressive Pretraining
by: Liu, Yunze, et al.
Published: (2024)
by: Liu, Yunze, et al.
Published: (2024)
LVLM_CSP: Accelerating Large Vision Language Models via Clustering, Scattering, and Pruning for Reasoning Segmentation
by: Chen, Hanning, et al.
Published: (2025)
by: Chen, Hanning, et al.
Published: (2025)
3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining
by: Yan, Siming, et al.
Published: (2023)
by: Yan, Siming, et al.
Published: (2023)
Autoregressive Pretraining with Mamba in Vision
by: Ren, Sucheng, et al.
Published: (2024)
by: Ren, Sucheng, et al.
Published: (2024)
Multi-Aspect Knowledge-Enhanced Medical Vision-Language Pretraining with Multi-Agent Data Generation
by: Li, Xieji, et al.
Published: (2025)
by: Li, Xieji, et al.
Published: (2025)
Separators in Enhancing Autoregressive Pretraining for Vision Mamba
by: Liu, Hanpeng, et al.
Published: (2026)
by: Liu, Hanpeng, et al.
Published: (2026)
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
by: Wang, Di, et al.
Published: (2024)
by: Wang, Di, et al.
Published: (2024)
VLTP: Vision-Language Guided Token Pruning for Task-Oriented Segmentation
by: Chen, Hanning, et al.
Published: (2024)
by: Chen, Hanning, et al.
Published: (2024)
TIPSv2: Advancing Vision-Language Pretraining with Enhanced Patch-Text Alignment
by: Cao, Bingyi, et al.
Published: (2026)
by: Cao, Bingyi, et al.
Published: (2026)
Better with Less: Tackling Heterogeneous Multi-Modal Image Joint Pretraining via Conditioned and Degraded Masked Autoencoder
by: Peng, Bowen, et al.
Published: (2026)
by: Peng, Bowen, et al.
Published: (2026)
Multi-Token Enhancing for Vision Representation Learning
by: Li, Zhong-Yu, et al.
Published: (2024)
by: Li, Zhong-Yu, et al.
Published: (2024)
Contrastive Masked Autoencoders are Stronger Vision Learners
by: Huang, Zhicheng, et al.
Published: (2022)
by: Huang, Zhicheng, et al.
Published: (2022)
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learning
by: Zhong, Hanwen, et al.
Published: (2025)
by: Zhong, Hanwen, et al.
Published: (2025)
Masked Clustering Prediction for Unsupervised Point Cloud Pre-training
by: Ren, Bin, et al.
Published: (2025)
by: Ren, Bin, et al.
Published: (2025)
Similar Items
-
Vision-LSTM: xLSTM as Generic Vision Backbone
by: Alkin, Benedikt, et al.
Published: (2024) -
xLSTM-FER: Enhancing Student Expression Recognition with Extended Vision Long Short-Term Memory Network
by: Huang, Qionghao, et al.
Published: (2024) -
Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed Images
by: Zhu, Qinfeng, et al.
Published: (2024) -
Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation?
by: Dutta, Pallabi, et al.
Published: (2024) -
AGA3DNet: Anatomy-Guided Gaussian Priors with Multi-view xLSTM for 3D Brain MRI Subtype Classification
by: Duan, Peiyu, et al.
Published: (2026)