Copertina

Data-Efficient Challenges in Visual Inductive Priors: A Retrospective

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Bruintjes, Robert-Jan, Lengyel, Attila, Kayhan, Osman Semih, Zambrano, Davide, Tömen, Nergis, Jamali-Rad, Hadi, van Gemert, Jan
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

VIPriors 4: Visual Inductive Priors for Data-Efficient Deep Learning Challenges
di: Bruintjes, Robert-Jan, et al.
Pubblicazione: (2024)

Making Every Event Count: Balancing Data Efficiency and Accuracy in Event Camera Subsampling
di: Araghi, Hesam, et al.
Pubblicazione: (2025)

Local Attention Transformers for High-Detail Optical Flow Upsampling
di: Gielisse, Alexander, et al.
Pubblicazione: (2024)

Pushing the boundaries of event subsampling in event-based video classification using CNNs
di: Araghi, Hesam, et al.
Pubblicazione: (2024)

Learning to Adapt to Position Bias in Vision Transformer Classifiers
di: Bruintjes, Robert-Jan, et al.
Pubblicazione: (2025)

Rare-Aware Autoencoding: Reconstructing Spatially Imbalanced Data
di: Garcia, Alejandro Castañeda, et al.
Pubblicazione: (2026)

Deep Continuous Networks
di: Tomen, Nergis, et al.
Pubblicazione: (2024)

Deep activity propagation via weight initialization in spiking neural networks
di: Micheli, Aurora, et al.
Pubblicazione: (2024)

Learning Physics From Video: Unsupervised Physical Parameter Estimation for Continuous Dynamical Systems
di: Garcia, Alejandro Castañeda, et al.
Pubblicazione: (2024)

Pushing Joint Image Denoising and Classification to the Edge
di: Markhorst, Thomas C, et al.
Pubblicazione: (2024)

Aligning Object Detector Bounding Boxes with Human Preference
di: Strafforello, Ombretta, et al.
Pubblicazione: (2024)

End-to-End Chess Recognition
di: Masouris, Athanasios, et al.
Pubblicazione: (2023)

End-to-End Implicit Neural Representations for Classification
di: Gielisse, Alexander, et al.
Pubblicazione: (2025)

BECLR: Batch Enhanced Contrastive Few-Shot Learning
di: Poulakakis-Daktylidis, Stylianos, et al.
Pubblicazione: (2024)

MAGMA: Manifold Regularization for MAEs
di: Dondera, Alin, et al.
Pubblicazione: (2024)

HAVANA: Hierarchical stochastic neighbor embedding for Accelerated Video ANnotAtions
di: Bobe, Alexandru, et al.
Pubblicazione: (2024)

Unified Control for Inference-Time Guidance of Denoising Diffusion Models
di: Goyal, Maurya, et al.
Pubblicazione: (2025)

Assessing Situational and Spatial Awareness of VLMs with Synthetically Generated Video
di: Benschop, Pascal, et al.
Pubblicazione: (2026)

Identifying Ethical Biases in Action Recognition Models
di: Baltaretu, Ana, et al.
Pubblicazione: (2026)

Bringing a Personal Point of View: Evaluating Dynamic 3D Gaussian Splatting for Egocentric Scene Reconstruction
di: Warchocki, Jan, et al.
Pubblicazione: (2026)

LayoutGKN: Graph Similarity Learning of Floor Plans
di: van Engelenburg, Casper, et al.
Pubblicazione: (2025)

CoDe: Blockwise Control for Denoising Diffusion Models
di: Singh, Anuj, et al.
Pubblicazione: (2025)

Do Object Detection Localization Errors Affect Human Performance and Trust?
di: de Witte, Sven, et al.
Pubblicazione: (2024)

ARC: Anchored Representation Clouds for High-Resolution INR Classification
di: Luijmes, Joost, et al.
Pubblicazione: (2025)

GazeHTA: End-to-end Gaze Target Detection with Head-Target Association
di: Lin, Zhi-Yi, et al.
Pubblicazione: (2024)

IoT-Based Wireless Networkingfor Seismic Applications
di: Jamali-Rad, Hadi, et al.
Pubblicazione: (2024)

GeNIe: Generative Hard Negative Images Through Diffusion
di: Koohpayegani, Soroush Abbasi, et al.
Pubblicazione: (2023)

CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel Pruning
di: Groot, Sjoerd, et al.
Pubblicazione: (2024)

Advanced Clustering Framework for Semiconductor Image Analytics Integrating Deep TDA with Self-Supervised and Transfer Learning Techniques
di: Giri, Janhavi, et al.
Pubblicazione: (2025)

CCLSTM: Coupled Convolutional Long-Short Term Memory Network for Occupancy Flow Forecasting
di: Lengyel, Peter
Pubblicazione: (2025)

MISS: Memory-efficient Instance Segmentation Framework By Visual Inductive Priors Flow Propagation
di: Hsu, Chih-Chung, et al.
Pubblicazione: (2024)

LIB-KD: Teaching Inductive Bias for Efficient Vision Transformer Distillation and Compression
di: Habib, Gousia, et al.
Pubblicazione: (2023)

MuPPet: Multi-person 2D-to-3D Pose Lifting
di: Markhorst, Thomas, et al.
Pubblicazione: (2026)

MSD: A Benchmark Dataset for Floor Plan Generation of Building Complexes
di: van Engelenburg, Casper, et al.
Pubblicazione: (2024)

MAPL: Model Agnostic Peer-to-peer Learning
di: Mukherjee, Sayak, et al.
Pubblicazione: (2024)

InfSplign: Inference-Time Spatial Alignment of Text-to-Image Diffusion Models
di: Rastegar, Sarah, et al.
Pubblicazione: (2025)

Dubbing for Everyone: Data-Efficient Visual Dubbing using Neural Rendering Priors
di: Saunders, Jack, et al.
Pubblicazione: (2024)

Learning 3D Robotics Perception using Inductive Priors
di: Irshad, Muhammad Zubair
Pubblicazione: (2024)

MixerCA: An Efficient and Accurate Model for High-Performance Hyperspectral Image Classification
di: Alkhatib, Mohammed Q., et al.
Pubblicazione: (2026)

NeurIPS: Neuro-anatomical Inductive Priors for Sphere-based Brain Decoding
di: Yu, Sijin, et al.
Pubblicazione: (2026)