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Ex2Eg-MAE: A Framework for Adaptation of Exocentric Video Masked Autoencoders for Egocentric Social Role Understanding.- Self-Supervised Audio-Visual Soundscape Stylization.- SAVE: Protagonist Diversification with Structure Agnostic Video Editing.- VideoAgent: Long-form Video Understanding with Large Language Model as Agent.- Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning.- Source-Free Domain-Invariant Performance Prediction.- Improving Robustness to Model Inversion Attacks via Sparse Coding Architectures.- Constructing Concept-based Models to Mitigate Spurious Correlations with Minimal Human Effort.- Direct Distillation between Different Domains.- Contrastive ground-level image and remote sensing pre-training improves  representation learning for natural world imagery.- V-Trans4Style: Visual Transition Recommendation for Video Production Style Adaptation.- GRiT: A Generative Region-to-text Transformer for Object Understanding.- LRSLAM: Low-rank Representation of Signed Distance Fields in Dense Visual SLAM System.- Learning Representation for Multitask Learning through Self-Supervised Auxiliary Learning.- Neural Poisson Solver: A Universal and Continuous Framework for Natural Signal Blending.- Geometry Fidelity for Spherical Images.- BAGS: Blur Agnostic Gaussian Splatting through Multi-Scale Kernel Modeling.- CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning.- WoVoGen: World Volume-aware Diffusion for Controllable Multi-camera Driving Scene Generation.- Benchmarking Spurious Bias in Few-Shot Image Classifiers.- TurboEdit: Real-time text-based disentangled real image editing.- Soft Shadow Diffusion (SSD): Physics-inspired Learning for 3D Computational Periscopy.- Augmented Neural Fine-tuning for Efficient Backdoor Purification.- REDIR: Refocus-free Event-based De-occlusion Image Reconstruction.- Free-Editor: Zero-shot Text-driven 3D Scene Editing.- DPA-Net: Structured 3D Abstraction from Sparse Views via Differentiable Primitive Assembly.- An Empirical Study and Analysis of Text-to-Image Generation Using Large Language Model-Powered Textual Representation.

Computer Vision ECCV 2024

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    A Paperback by Aleš Leonardis

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      View other formats and editions of Computer Vision ECCV 2024 by Aleš Leonardis

      Publisher: Springer
      Publication Date: 26/10/2024
      ISBN13: 9783031729881, 978-3031729881
      ISBN10:
      Also in:
      Computing Image processing

      Description

      Book Synopsis

      Ex2Eg-MAE: A Framework for Adaptation of Exocentric Video Masked Autoencoders for Egocentric Social Role Understanding.- Self-Supervised Audio-Visual Soundscape Stylization.- SAVE: Protagonist Diversification with Structure Agnostic Video Editing.- VideoAgent: Long-form Video Understanding with Large Language Model as Agent.- Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning.- Source-Free Domain-Invariant Performance Prediction.- Improving Robustness to Model Inversion Attacks via Sparse Coding Architectures.- Constructing Concept-based Models to Mitigate Spurious Correlations with Minimal Human Effort.- Direct Distillation between Different Domains.- Contrastive ground-level image and remote sensing pre-training improves  representation learning for natural world imagery.- V-Trans4Style: Visual Transition Recommendation for Video Production Style Adaptation.- GRiT: A Generative Region-to-text Transformer for Object Understanding.- LRSLAM: Low-rank Representation of Signed Distance Fields in Dense Visual SLAM System.- Learning Representation for Multitask Learning through Self-Supervised Auxiliary Learning.- Neural Poisson Solver: A Universal and Continuous Framework for Natural Signal Blending.- Geometry Fidelity for Spherical Images.- BAGS: Blur Agnostic Gaussian Splatting through Multi-Scale Kernel Modeling.- CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning.- WoVoGen: World Volume-aware Diffusion for Controllable Multi-camera Driving Scene Generation.- Benchmarking Spurious Bias in Few-Shot Image Classifiers.- TurboEdit: Real-time text-based disentangled real image editing.- Soft Shadow Diffusion (SSD): Physics-inspired Learning for 3D Computational Periscopy.- Augmented Neural Fine-tuning for Efficient Backdoor Purification.- REDIR: Refocus-free Event-based De-occlusion Image Reconstruction.- Free-Editor: Zero-shot Text-driven 3D Scene Editing.- DPA-Net: Structured 3D Abstraction from Sparse Views via Differentiable Primitive Assembly.- An Empirical Study and Analysis of Text-to-Image Generation Using Large Language Model-Powered Textual Representation.

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