Cover Image

Semantic Self-adaptation: Enhancing Generalization with a Single Sample

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bahmani, Sherwin, Hahn, Oliver, Zamfir, Eduard, Araslanov, Nikita, Cremers, Daniel, Roth, Stefan
Format:	Preprint
Published:	2022
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

Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals
by: Hahn, Oliver, et al.
Published: (2024)

Scene-Centric Unsupervised Panoptic Segmentation
by: Hahn, Oliver, et al.
Published: (2025)

Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincaré Ball
by: Weber, Simon, et al.
Published: (2024)

FlowFeat: Pixel-Dense Embedding of Motion Profiles
by: Araslanov, Nikita, et al.
Published: (2025)

It's a (Blind) Match! Towards Vision-Language Correspondence without Parallel Data
by: Schnaus, Dominik, et al.
Published: (2025)

Generative Shape Reconstruction with Geometry-Guided Langevin Dynamics
by: Härenstam-Nielsen, Linus, et al.
Published: (2026)

DiffCD: A Symmetric Differentiable Chamfer Distance for Neural Implicit Surface Fitting
by: Härenstam-Nielsen, Linus, et al.
Published: (2024)

Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion
by: Jevtić, Aleksandar, et al.
Published: (2025)

CARLA Drone: Monocular 3D Object Detection from a Different Perspective
by: Meier, Johannes, et al.
Published: (2024)

A Perspective on Deep Vision Performance with Standard Image and Video Codecs
by: Reich, Christoph, et al.
Published: (2024)

Back on Track: Bundle Adjustment for Dynamic Scene Reconstruction
by: Chen, Weirong, et al.
Published: (2025)

Motion-Refined DINOSAUR for Unsupervised Multi-Object Discovery
by: Gong, Xinrui, et al.
Published: (2025)

ReCap: Better Gaussian Relighting with Cross-Environment Captures
by: Li, Jingzhi, et al.
Published: (2024)

SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation
by: Namekata, Koichi, et al.
Published: (2024)

Boosting Self-Supervision for Single-View Scene Completion via Knowledge Distillation
by: Han, Keonhee, et al.
Published: (2024)

Enhancing Surface Neural Implicits with Curvature-Guided Sampling and Uncertainty-Augmented Representations
by: Sang, Lu, et al.
Published: (2023)

4D-fy: Text-to-4D Generation Using Hybrid Score Distillation Sampling
by: Bahmani, Sherwin, et al.
Published: (2023)

INSID3: Training-Free In-Context Segmentation with DINOv3
by: Cuttano, Claudia, et al.
Published: (2026)

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

Efficient Degradation-aware Any Image Restoration
by: Zamfir, Eduard, et al.
Published: (2024)

Grow with the Flow: 4D Reconstruction of Growing Plants with Gaussian Flow Fields
by: Luo, Weihan, et al.
Published: (2026)

Featurising Pixels from Dynamic 3D Scenes with Linear In-Context Learners
by: Araslanov, Nikita, et al.
Published: (2026)

See More Details: Efficient Image Super-Resolution by Experts Mining
by: Zamfir, Eduard, et al.
Published: (2024)

Benchmarking Single-Step Inpainting Methods for Multi-Object 3D Gaussian Splatting Scenes
by: Dröge, Finn, et al.
Published: (2026)

Dream-to-Recon: Monocular 3D Reconstruction with Diffusion-Depth Distillation from Single Images
by: Wulff, Philipp, et al.
Published: (2025)

SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation
by: Toker, Aysim, et al.
Published: (2024)

Complexity Experts are Task-Discriminative Learners for Any Image Restoration
by: Zamfir, Eduard, et al.
Published: (2024)

MVP4D: Multi-View Portrait Video Diffusion for Animatable 4D Avatars
by: Taubner, Felix, et al.
Published: (2025)

MARCO: Navigating the Unseen Space of Semantic Correspondence
by: Cuttano, Claudia, et al.
Published: (2026)

Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation
by: Bahmani, Sherwin, et al.
Published: (2025)

GrounDiff: Diffusion-Based Ground Surface Generation from Digital Surface Models
by: Dhaouadi, Oussema, et al.
Published: (2025)

AC3D: Analyzing and Improving 3D Camera Control in Video Diffusion Transformers
by: Bahmani, Sherwin, et al.
Published: (2024)

CalibAnyView: Beyond Single-View Camera Calibration in the Wild
by: Li, Boying, et al.
Published: (2026)

CoE: Deep Coupled Embedding for Non-Rigid Point Cloud Correspondences
by: Zeng, Huajian, et al.
Published: (2024)

On Neural BRDFs: A Thorough Comparison of State-of-the-Art Approaches
by: Hofherr, Florian, et al.
Published: (2025)

OccuFly: A 3D Vision Benchmark for Semantic Scene Completion from the Aerial Perspective
by: Gross, Markus, et al.
Published: (2025)

CoRe-GS: Coarse-to-Refined Gaussian Splatting with Semantic Object Focus
by: Schieber, Hannah, et al.
Published: (2025)

RADLER: Radar Object Detection Leveraging Semantic 3D City Models and Self-Supervised Radar-Image Learning
by: Luo, Yuan, et al.
Published: (2025)

TC4D: Trajectory-Conditioned Text-to-4D Generation
by: Bahmani, Sherwin, et al.
Published: (2024)

EgoFlow: Gradient-Guided Flow Matching for Egocentric 6DoF Object Motion Generation
by: Saroha, Abhishek, et al.
Published: (2026)