Cover Image

Masked Generative Nested Transformers with Decode Time Scaling

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Goyal, Sahil, Tula, Debapriya, Jain, Gagan, Shenoy, Pradeep, Jain, Prateek, Paul, Sujoy
Format:	Preprint
Published:	2025
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

Mixture of Nested Experts: Adaptive Processing of Visual Tokens
by: Jain, Gagan, et al.
Published: (2024)

LookupViT: Compressing visual information to a limited number of tokens
by: Koner, Rajat, et al.
Published: (2024)

Improving Generalization via Meta-Learning on Hard Samples
by: Jain, Nishant, et al.
Published: (2024)

ELT: Elastic Looped Transformers for Visual Generation
by: Goyal, Sahil, et al.
Published: (2026)

Beyond Images: Adaptive Fusion of Visual and Textual Data for Food Classification
by: Mittal, Prateek, et al.
Published: (2023)

UNCAGE: Contrastive Attention Guidance for Masked Generative Transformers in Text-to-Image Generation
by: Kang, Wonjun, et al.
Published: (2025)

Masked Self-Supervised Pre-Training for Text Recognition Transformers on Large-Scale Datasets
by: Kišš, Martin, et al.
Published: (2025)

PLUM: Improving Inference Efficiency By Leveraging Repetition-Sparsity Trade-Off
by: Kuhar, Sachit, et al.
Published: (2023)

Fast Training of Diffusion Models with Masked Transformers
by: Zheng, Hongkai, et al.
Published: (2023)

Accurate and Efficient World Modeling with Masked Latent Transformers
by: Burchi, Maxime, et al.
Published: (2025)

MaskOpt: A Large-Scale Mask Optimization Dataset to Advance AI in Integrated Circuit Manufacturing
by: Hu, Yuting, et al.
Published: (2025)

Through-The-Mask: Mask-based Motion Trajectories for Image-to-Video Generation
by: Yariv, Guy, et al.
Published: (2025)

MaskHand: Generative Masked Modeling for Robust Hand Mesh Reconstruction in the Wild
by: Saleem, Muhammad Usama, et al.
Published: (2024)

Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation
by: Nuggehalli, Shyam, et al.
Published: (2023)

MMM: Generative Masked Motion Model
by: Pinyoanuntapong, Ekkasit, et al.
Published: (2023)

MatFormer: Nested Transformer for Elastic Inference
by: Devvrit, et al.
Published: (2023)

Masked Face Recognition with Generative-to-Discriminative Representations
by: Ge, Shiming, et al.
Published: (2024)

Semi-Supervised Masked Autoencoders: Unlocking Vision Transformer Potential with Limited Data
by: Faysal, Atik, et al.
Published: (2026)

Leaf Angle Estimation using Mask R-CNN and LETR Vision Transformer
by: Margapuri, Venkat, et al.
Published: (2024)

Inference-Time Scaling of Diffusion Models for Infrared Data Generation
by: Horstmann, Kai A., et al.
Published: (2025)

DocSynthv2: A Practical Autoregressive Modeling for Document Generation
by: Biswas, Sanket, et al.
Published: (2024)

ThermEval: A Structured Benchmark for Evaluation of Vision-Language Models on Thermal Imagery
by: Shrivastava, Ayush, et al.
Published: (2026)

MTCNET: Multi-task Learning Paradigm for Crowd Count Estimation
by: Kumar, Abhay, et al.
Published: (2019)

SITS-DECO: A Generative Decoder Is All You Need For Multitask Satellite Image Time Series Modelling
by: Barrett, Samuel J., et al.
Published: (2025)

Scaling Image and Video Generation via Test-Time Evolutionary Search
by: He, Haoran, et al.
Published: (2025)

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

LLM Augmented LLMs: Expanding Capabilities through Composition
by: Bansal, Rachit, et al.
Published: (2024)

IMTS is Worth Time $\times$ Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction
by: Hu, Zhangyi, et al.
Published: (2025)

LLMPhy: Parameter-Identifiable Physical Reasoning Combining Large Language Models and Physics Engines
by: Cherian, Anoop, et al.
Published: (2024)

Beyond Human Vision: The Role of Large Vision Language Models in Microscope Image Analysis
by: Verma, Prateek, et al.
Published: (2024)

VAN-AD: Visual Masked Autoencoder with Normalizing Flow For Time Series Anomaly Detection
by: Chen, PengYu, et al.
Published: (2026)

LookSync: Large-Scale Visual Product Search System for AI-Generated Fashion Looks
by: M, Pradeep, et al.
Published: (2025)

MixMask: Revisiting Masking Strategy for Siamese ConvNets
by: Vishniakov, Kirill, et al.
Published: (2022)

Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types
by: Sinha, Neelabh, et al.
Published: (2024)

VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters
by: Chen, Mouxiang, et al.
Published: (2024)

Mechanisms of Non-Monotonic Scaling in Vision Transformers
by: Kumar, Anantha Padmanaban Krishna
Published: (2025)

MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs
by: Mao, Jiawei, et al.
Published: (2025)

Decoding Defensive Coverage Responsibilities in American Football Using Factorized Attention Based Transformer Models
by: Song, Kevin, et al.
Published: (2026)

REGEN: Learning Compact Video Embedding with (Re-)Generative Decoder
by: Zhang, Yitian, et al.
Published: (2025)

Annealed Relaxation of Speculative Decoding for Faster Autoregressive Image Generation
by: Li, Xingyao, et al.
Published: (2026)