Cover Image

ToDo: Token Downsampling for Efficient Generation of High-Resolution Images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Smith, Ethan, Saxena, Nayan, Saha, Aninda
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

From Tokens to Numbers: Continuous Number Modeling for SVG Generation
by: Ogezi, Michael, et al.
Published: (2026)

A Multimodal, Multitask System for Generating E Commerce Text Listings from Images
by: Singh, Nayan Kumar
Published: (2025)

High-Resolution Image Synthesis via Next-Token Prediction
by: Chen, Dengsheng, et al.
Published: (2024)

Segformer++: Efficient Token-Merging Strategies for High-Resolution Semantic Segmentation
by: Kienzle, Daniel, et al.
Published: (2024)

ARTA: Adaptive Mixed-Resolution Token Allocation for Efficient Dense Feature Extraction
by: Hagerman, David, et al.
Published: (2026)

Efficient High-Resolution Image Editing with Hallucination-Aware Loss and Adaptive Tiling
by: Kwon, Young D., et al.
Published: (2025)

Language-Guided Image Tokenization for Generation
by: Zha, Kaiwen, et al.
Published: (2024)

VTBench: Evaluating Visual Tokenizers for Autoregressive Image Generation
by: Lin, Huawei, et al.
Published: (2025)

SkipSR: Faster Super Resolution with Token Skipping
by: Choudhury, Rohan, et al.
Published: (2025)

Multi-Scale High-Resolution Logarithmic Grapher Module for Efficient Vision GNNs
by: Munir, Mustafa, et al.
Published: (2025)

GeoToken: Hierarchical Geolocalization of Images via Next Token Prediction
by: Ghasemi, Narges, et al.
Published: (2025)

Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers
by: Crowson, Katherine, et al.
Published: (2024)

Diffusion Autoencoders are Scalable Image Tokenizers
by: Chen, Yinbo, et al.
Published: (2025)

Perception Tokens Enhance Visual Reasoning in Multimodal Language Models
by: Bigverdi, Mahtab, et al.
Published: (2024)

Control Your View: High-Resolution Global Semantic Manipulation in Learned Image Compression
by: Liang, Jiaming, et al.
Published: (2026)

Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation Training
by: Kou, Ethan, et al.
Published: (2024)

Efficient World Models with Context-Aware Tokenization
by: Micheli, Vincent, et al.
Published: (2024)

Efficient Architectures for High Resolution Vision-Language Models
by: Carvalho, Miguel, et al.
Published: (2025)

Communication-Inspired Tokenization for Structured Image Representations
by: Davtyan, Aram, et al.
Published: (2026)

A General and Efficient Training for Transformer via Token Expansion
by: Huang, Wenxuan, et al.
Published: (2024)

Random Token Fusion for Multi-View Medical Diagnosis
by: Guo, Jingyu, et al.
Published: (2024)

Naïve PAINE: Lightweight Text-to-Image Generation Improvement with Prompt Evaluation
by: Kim, Joong Ho, et al.
Published: (2026)

Efficient Image Generation with Variadic Attention Heads
by: Walton, Steven, et al.
Published: (2022)

A More Word-like Image Tokenization for MLLMs
by: Lee, Hyun, et al.
Published: (2026)

SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer
by: Chen, Hao, et al.
Published: (2024)

Unified Spatio-Temporal Token Scoring for Efficient Video VLMs
by: Zhang, Jianrui, et al.
Published: (2026)

Deep Unlearning: Fast and Efficient Gradient-free Approach to Class Forgetting
by: Kodge, Sangamesh, et al.
Published: (2023)

Single-pass Adaptive Image Tokenization for Minimum Program Search
by: Duggal, Shivam, et al.
Published: (2025)

ERGO: Efficient High-Resolution Visual Understanding for Vision-Language Models
by: Lee, Jewon, et al.
Published: (2025)

Efficient Long Video Tokenization via Coordinate-based Patch Reconstruction
by: Jang, Huiwon, et al.
Published: (2024)

(1D) Ordered Tokens Enable Efficient Test-Time Search
by: Gao, Zhitong, et al.
Published: (2026)

TORE: Token Recycling in Vision Transformers for Efficient Active Visual Exploration
by: Olszewski, Jan, et al.
Published: (2023)

A Study in Dataset Distillation for Image Super-Resolution
by: Dietz, Tobias, et al.
Published: (2025)

Dynamic Attention-Guided Diffusion for Image Super-Resolution
by: Moser, Brian B., et al.
Published: (2023)

RefineNet: Enhancing Text-to-Image Conversion with High-Resolution and Detail Accuracy through Hierarchical Transformers and Progressive Refinement
by: Shi, Fan
Published: (2023)

PoM: Efficient Image and Video Generation with the Polynomial Mixer
by: Picard, David, et al.
Published: (2024)

HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation
by: Kumbong, Hermann, et al.
Published: (2025)

Fast & Efficient Normalizing Flows and Applications of Image Generative Models
by: Nagar, Sandeep
Published: (2025)

Enhancing Diffusion Models for High-Quality Image Generation
by: Shah, Jaineet, et al.
Published: (2024)

Hyperspherical Autoencoder for High-Fidelity Image Reconstruction and Generation
by: Chang, Hun, et al.
Published: (2026)