:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Yune, Sungwoong, Jeong, Suheon, Kim, Joo-Young
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2603.07192
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

FastVAR: Linear Visual Autoregressive Modeling via Cached Token Pruning
by: Guo, Hang, et al.
Published: (2025)

TokenTrim: Inference-Time Token Pruning for Autoregressive Long Video Generation
by: Shaulov, Ariel, et al.
Published: (2026)

ORBIS: Output-Guided Token Reduction with Distribution-Aware Matching for Video Diffusion Acceleration
by: Lee, Hangyeol, et al.
Published: (2026)

PruneVid: Visual Token Pruning for Efficient Video Large Language Models
by: Huang, Xiaohu, et al.
Published: (2024)

LightSplat: Fast and Memory-Efficient Open-Vocabulary 3D Scene Understanding in Five Seconds
by: Bang, Jaehun, et al.
Published: (2026)

Rethinking Token Reduction for Diffusion Models via Output-Similarity-Awareness
by: Lee, Hangyeol, et al.
Published: (2026)

EVATok: Adaptive Length Video Tokenization for Efficient Visual Autoregressive Generation
by: Xiong, Tianwei, et al.
Published: (2026)

HieraVid: Hierarchical Token Pruning for Fast Video Large Language Models
by: Guo, Yansong, et al.
Published: (2026)

DocPrune:Efficient Document Question Answering via Background, Question, and Comprehension-aware Token Pruning
by: Choi, Joonmyung, et al.
Published: (2026)

Language-Guided Temporal Token Pruning for Efficient VideoLLM Processing
by: Kumar, Yogesh
Published: (2025)

EgoPrune: Efficient Token Pruning for Egomotion Video Reasoning in Embodied Agent
by: Li, Jiaao, et al.
Published: (2025)

Video Patch Pruning: Efficient Video Instance Segmentation via Early Token Reduction
by: Glandorf, Patrick, et al.
Published: (2026)

Autoregressive Universal Video Segmentation Model
by: Heo, Miran, et al.
Published: (2025)

Fast SAM2 with Text-Driven Token Pruning
by: Mandal, Avilasha, et al.
Published: (2025)

Efficient Video Sampling: Pruning Temporally Redundant Tokens for Faster VLM Inference
by: Bagrov, Natan, et al.
Published: (2025)

Adaptive Begin-of-Video Tokens for Autoregressive Video Diffusion Models
by: Cheng, Tianle, et al.
Published: (2025)

Efficient Token Pruning for LLaDA-V
by: Wan, Zhewen, et al.
Published: (2026)

EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens
by: Hwang, Sunil, et al.
Published: (2022)

VideoMAR: Autoregressive Video Generatio with Continuous Tokens
by: Yu, Hu, et al.
Published: (2025)

HiPrune: Hierarchical Attention for Efficient Token Pruning in Vision-Language Models
by: Liu, Jizhihui, et al.
Published: (2025)

OSPO: Object-Centric Self-Improving Preference Optimization for Text-to-Image Generation
by: Oh, Yoonjin, et al.
Published: (2025)

TokenDial: Continuous Attribute Control in Text-to-Video via Spatiotemporal Token Offsets
by: Liu, Zhixuan, et al.
Published: (2026)

PPT: Token Pruning and Pooling for Efficient Vision Transformers
by: Wu, Xinjian, et al.
Published: (2023)

Slot-MLLM: Object-Centric Visual Tokenization for Multimodal LLM
by: Chi, Donghwan, et al.
Published: (2025)

StreamingAssistant: Efficient Visual Token Pruning for Accelerating Online Video Understanding
by: Jin, Xinqi, et al.
Published: (2025)

Less is More: Token-Efficient Video-QA via Adaptive Frame-Pruning and Semantic Graph Integration
by: Wang, Shaoguang, et al.
Published: (2025)

ERASE: Eliminating Redundant Visual Tokens via Adaptive Two-Stage Token Pruning
by: Lee, Yuna, et al.
Published: (2026)

ReDiPrune: Relevance-Diversity Pre-Projection Token Pruning for Efficient Multimodal LLMs
by: Yu, An, et al.
Published: (2026)

Fast-Slow Efficient Training for Multimodal Large Language Models via Visual Token Pruning
by: Zhang, Dingkun, et al.
Published: (2026)

FastVID: Dynamic Density Pruning for Fast Video Large Language Models
by: Shen, Leqi, et al.
Published: (2025)

Beyond Surrogate Gradients: Fully Differentiable Token Pruning for Vision-Language Models
by: He, Landi, et al.
Published: (2026)

Unified Spatiotemporal Token Compression for Video-LLMs at Ultra-Low Retention
by: Du, Junhao, et al.
Published: (2026)

Token Merging via Spatiotemporal Information Mining for Surgical Video Understanding
by: Jiang, Xixi, et al.
Published: (2025)

From Slow Bidirectional to Fast Autoregressive Video Diffusion Models
by: Yin, Tianwei, et al.
Published: (2024)

MVFormer: Diversifying Feature Normalization and Token Mixing for Efficient Vision Transformers
by: Bae, Jongseong, et al.
Published: (2024)

Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs
by: Hyun, Jeongseok, et al.
Published: (2025)

Fast Autoregressive Video Generation with Diagonal Decoding
by: Ye, Yang, et al.
Published: (2025)

EventPrune: Cascaded Event-Assisted Token Pruning for Efficient First-Person Dynamic Spatial Reasoning
by: Ma, Pengtao, et al.
Published: (2026)

Efficient Autoregressive Shape Generation via Octree-Based Adaptive Tokenization
by: Deng, Kangle, et al.
Published: (2025)