Cover Image

TinyNeRV: Compact Neural Video Representations via Capacity Scaling, Distillation, and Low-Precision Inference

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Akhtar, Muhammad Hannan, Amer, Ihab, Shanableh, Tamer
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LRConv-NeRV: Low Rank Convolution for Efficient Neural Video Compression
by: Shanableh, Tamer
Published: (2026)

RT-NeRV: Rethinking Hybrid Neural Representations for Video via Residual Tokenization
by: Xu, Yunjie, et al.
Published: (2024)

NeRV-Diffusion: Diffuse Implicit Neural Representations for Video Synthesis
by: Ren, Yixuan, et al.
Published: (2025)

MetaNeRV: Meta Neural Representations for Videos with Spatial-Temporal Guidance
by: Guo, Jialong, et al.
Published: (2025)

TeCoNeRV: Leveraging Temporal Coherence for Compressible Neural Representations for Videos
by: Padmanabhan, Namitha, et al.
Published: (2026)

DS-NeRV: Implicit Neural Video Representation with Decomposed Static and Dynamic Codes
by: Yan, Hao, et al.
Published: (2024)

SR-NeRV: Improving Embedding Efficiency of Neural Video Representation via Super-Resolution
by: Hayami, Taiga, et al.
Published: (2025)

Tree-NeRV: A Tree-Structured Neural Representation for Efficient Non-Uniform Video Encoding
by: Zhao, Jiancheng, et al.
Published: (2025)

HiNeRV: Video Compression with Hierarchical Encoding-based Neural Representation
by: Kwan, Ho Man, et al.
Published: (2023)

SRNeRV: A Scale-wise Recursive Framework for Neural Video Representation
by: Wang, Jia, et al.
Published: (2026)

NeRV360: Neural Representation for 360-Degree Videos with a Viewport Decoder
by: Arai, Daichi, et al.
Published: (2025)

TinySplat: Feedforward Approach for Generating Compact 3D Scene Representation
by: Song, Zetian, et al.
Published: (2025)

PNeRV: Enhancing Spatial Consistency via Pyramidal Neural Representation for Videos
by: Zhao, Qi, et al.
Published: (2024)

PNeRV: A Polynomial Neural Representation for Videos
by: Gupta, Sonam, et al.
Published: (2024)

NeR-SC: Adapting Neural Video Representation to Screen Content
by: Shi, Ruohan, et al.
Published: (2026)

CANeRV: Content Adaptive Neural Representation for Video Compression
by: Tang, Lv, et al.
Published: (2025)

Tiny-DroNeRF: Tiny Neural Radiance Fields aboard Federated Learning-enabled Nano-drones
by: Carboni, Ilenia, et al.
Published: (2026)

MSNeRV: Neural Video Representation with Multi-Scale Feature Fusion
by: Zhu, Jun, et al.
Published: (2025)

FANeRV: Frequency Separation and Augmentation based Neural Representation for Video
by: Yu, Li, et al.
Published: (2025)

Tiny Inference-Time Scaling with Latent Verifiers
by: Bucciarelli, Davide, et al.
Published: (2026)

Clapper: Compact Learning and Video Representation in VLMs
by: Kong, Lingyu, et al.
Published: (2025)

Scaling Video Understanding via Compact Latent Multi-Agent Collaboration
by: Chen, Kerui, et al.
Published: (2026)

SNeRV: Spectra-preserving Neural Representation for Video
by: Kim, Jina, et al.
Published: (2025)

MNeRV: A Multilayer Neural Representation for Videos
by: Chang, Qingling, et al.
Published: (2024)

FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation Models
by: Ye, Jianglong, et al.
Published: (2023)

NeRT: Implicit Neural Representations for General Unsupervised Turbulence Mitigation
by: Jiang, Weiyun, et al.
Published: (2023)

Gradient Extrapolation for Debiased Representation Learning
by: Asaad, Ihab, et al.
Published: (2025)

NeR-VCP: A Video Content Protection Method Based on Implicit Neural Representation
by: Lin, Yangping, et al.
Published: (2024)

Neural Implicit Representations for Physical Parameter Inference from a Single Video
by: Hofherr, Florian, et al.
Published: (2022)

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association
by: Hannan, Abdul, et al.
Published: (2025)

TinyEmo: Scaling down Emotional Reasoning via Metric Projection
by: Gutierrez, Cristian
Published: (2024)

TinyRS-R1: Compact Multimodal Language Model for Remote Sensing
by: Koksal, Aybora, et al.
Published: (2025)

MixRT: Mixed Neural Representations For Real-Time NeRF Rendering
by: Li, Chaojian, et al.
Published: (2023)

MultiPlaneNeRF: Neural Radiance Field with Non-Trainable Representation
by: Zimny, Dominik, et al.
Published: (2023)

NeRF-VPT: Learning Novel View Representations with Neural Radiance Fields via View Prompt Tuning
by: Chen, Linsheng, et al.
Published: (2024)

LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation
by: Shu, Fangxun, et al.
Published: (2024)

Contrastive Representation Distillation via Multi-Scale Feature Decoupling
by: Wang, Cuipeng, et al.
Published: (2025)

Sync-NeRF: Generalizing Dynamic NeRFs to Unsynchronized Videos
by: Kim, Seoha, et al.
Published: (2023)

Learning Compact Video Representations for Efficient Long-form Video Understanding in Large Multimodal Models
by: Chen, Yuxiao, et al.
Published: (2026)

CaesarNeRF: Calibrated Semantic Representation for Few-shot Generalizable Neural Rendering
by: Zhu, Haidong, et al.
Published: (2023)