Cover Image

GSPN-2: Efficient Parallel Sequence Modeling

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Hongjun, Jiang, Yitong, McCarthy, Collin, Wehr, David, Ye, Hanrong, Li, Xinhao, Cheung, Ka Chun, Byeon, Wonmin, Gu, Jinwei, Chen, Ke, Han, Kai, Yin, Hongxu, Molchanov, Pavlo, Kautz, Jan, Liu, Sifei
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Scaling Parallel Sequence Models to Foundation-Scale Vision Encoders
by: Jiang, Yitong, et al.
Published: (2026)

Parallel Sequence Modeling via Generalized Spatial Propagation Network
by: Wang, Hongjun, et al.
Published: (2025)

RegionGPT: Towards Region Understanding Vision Language Model
by: Guo, Qiushan, et al.
Published: (2024)

C-RADIOv4 (Tech Report)
by: Ranzinger, Mike, et al.
Published: (2026)

Stateful Token Reduction for Long-Video Hybrid VLMs
by: Jiang, Jindong, et al.
Published: (2026)

Scaling RL to Long Videos
by: Chen, Yukang, et al.
Published: (2025)

Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models
by: Fu, Yonggan, et al.
Published: (2025)

X-VILA: Cross-Modality Alignment for Large Language Model
by: Ye, Hanrong, et al.
Published: (2024)

LITA: Language Instructed Temporal-Localization Assistant
by: Huang, De-An, et al.
Published: (2024)

Flextron: Many-in-One Flexible Large Language Model
by: Cai, Ruisi, et al.
Published: (2024)

Scaling Vision Pre-Training to 4K Resolution
by: Shi, Baifeng, et al.
Published: (2025)

Minifinetuning: Low-Data Generation Domain Adaptation through Corrective Self-Distillation
by: Belcak, Peter, et al.
Published: (2025)

AM-RADIO: Agglomerative Vision Foundation Model -- Reduce All Domains Into One
by: Ranzinger, Mike, et al.
Published: (2023)

FasterViT: Fast Vision Transformers with Hierarchical Attention
by: Hatamizadeh, Ali, et al.
Published: (2023)

Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
by: Bair, Anna, et al.
Published: (2023)

RADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models
by: Heinrich, Greg, et al.
Published: (2024)

MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models
by: Fang, Gongfan, et al.
Published: (2024)

3D Aware Region Prompted Vision Language Model
by: Cheng, An-Chieh, et al.
Published: (2025)

Step Out and Seek Around: On Warm-Start Training with Incremental Data
by: Shen, Maying, et al.
Published: (2024)

Universal Deep Research: Bring Your Own Model and Strategy
by: Belcak, Peter, et al.
Published: (2025)

Attend Before Attention: Efficient and Scalable Video Understanding via Autoregressive Gazing
by: Shi, Baifeng, et al.
Published: (2026)

Hymba: A Hybrid-head Architecture for Small Language Models
by: Dong, Xin, et al.
Published: (2024)

QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs
by: Huang, Wei, et al.
Published: (2025)

FeatSharp: Your Vision Model Features, Sharper
by: Ranzinger, Mike, et al.
Published: (2025)

Advancing Weight and Channel Sparsification with Enhanced Saliency
by: Sun, Xinglong, et al.
Published: (2025)

VILA: On Pre-training for Visual Language Models
by: Lin, Ji, et al.
Published: (2023)

Grounded 3D-Aware Spatial Vision-Language Modeling
by: Cheng, An-Chieh, et al.
Published: (2026)

VILA$^2$: VILA Augmented VILA
by: Fang, Yunhao, et al.
Published: (2024)

TwinTURBO: Semi-Supervised Fine-Tuning of Foundation Models via Mutual Information Decompositions for Downstream Task and Latent Spaces
by: Quétant, Guillaume, et al.
Published: (2025)

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
by: Su, Hongjin, et al.
Published: (2025)

SpatialRGPT: Grounded Spatial Reasoning in Vision Language Models
by: Cheng, An-Chieh, et al.
Published: (2024)

A deeper look at depth pruning of LLMs
by: Siddiqui, Shoaib Ahmed, et al.
Published: (2024)

AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion
by: Jiang, Yitong, et al.
Published: (2023)

COIN: Control-Inpainting Diffusion Prior for Human and Camera Motion Estimation
by: Li, Jiefeng, et al.
Published: (2024)

Feature-based Graph Attention Networks Improve Online Continual Learning
by: Sim, Adjovi, et al.
Published: (2025)

MEVG: Multi-event Video Generation with Text-to-Video Models
by: Oh, Gyeongrok, et al.
Published: (2023)

STORM: Token-Efficient Long Video Understanding for Multimodal LLMs
by: Jiang, Jindong, et al.
Published: (2025)

An Integrated Reliability and Testability Modelling and Simulation Method Based on Extended GSPN Considering Sequential Faults
by: Junyou Shi, et al.
Published: (2026)

Reliability Assessment of Hybrid Hardware‐Software Fault Systems Based on GSPN Under Mixed Uncertainties
by: Rongxing Duan, et al.
Published: (2025)

Big data approach in the field of gastric and colorectal cancer research
by: Ka Shing Cheung
Published: (2024)