Description

Book Synopsis

Is Retain Set All You Need in Machine Unlearning? Restoring Performance of Unlearned Models with Out-Of-Distribution Images.- Octopus: Embodied Vision-Language Programmer from Environmental Feedback.- FunQA: Towards Surprising Video Comprehension.- 4D Contrastive Superflows are Dense 3D Representation Learners.- ItTakesTwo: Leveraging Peer Representations for Semi-supervised LiDAR Semantic Segmentation.- Ponymation: Learning Articulated 3D Animal Motions from Unlabeled Online Videos.- Robust Fitting on a Gate Quantum Computer.- H-V2X: A Large Scale Highway Dataset for BEV Perception.- Learning Camouflaged Object Detection from Noisy Pseudo Label.- Weakly Supervised 3D Object Detection via Multi-Level Visual Guidance.- Deblur e-NeRF: NeRF from Motion-Blurred Events under High-speed or Low-light Conditions.- CLR-GAN: Improving GANs Stability and Quality via Consistent Latent Representation and Reconstruction.- Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence.- PromptIQA: Boosting the Performance and Generalization for No-Reference Image Quality Assessment via Prompts.- Motion Mamba: Efficient and Long Sequence Motion Generation.- Radiative Gaussian Splatting for Efficient X-ray Novel View Synthesis.- Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance.- A Direct Approach to Viewing Graph Solvability.- CoR-GS: Sparse-View 3D Gaussian Splatting via Co-Regularization.- SeFlow: A Self-Supervised Scene Flow Method in Autonomous Driving.- ZeST: Zero-Shot Material Transfer from a Single Image.- 3D Congealing: 3D-Aware Image Alignment in the Wild.- SMooDi: Stylized Motion Diffusion Model.- ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs.- SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video Diffusion.- WordRobe: Text-Guided Generation of Textured 3D Garments.- Learning to Generate Conditional Tri-plane for 3D-aware Expression Controllable Portrait Animation.

Computer Vision ECCV 2024

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    A Paperback by Aleš Leonardis

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      Publisher: Springer
      Publication Date: Publication Date: 30/09/2024
      ISBN13: 9783031732317, 978-3031732317
      ISBN10:
      Also in:
      Computing Image processing

      Description

      Book Synopsis

      Is Retain Set All You Need in Machine Unlearning? Restoring Performance of Unlearned Models with Out-Of-Distribution Images.- Octopus: Embodied Vision-Language Programmer from Environmental Feedback.- FunQA: Towards Surprising Video Comprehension.- 4D Contrastive Superflows are Dense 3D Representation Learners.- ItTakesTwo: Leveraging Peer Representations for Semi-supervised LiDAR Semantic Segmentation.- Ponymation: Learning Articulated 3D Animal Motions from Unlabeled Online Videos.- Robust Fitting on a Gate Quantum Computer.- H-V2X: A Large Scale Highway Dataset for BEV Perception.- Learning Camouflaged Object Detection from Noisy Pseudo Label.- Weakly Supervised 3D Object Detection via Multi-Level Visual Guidance.- Deblur e-NeRF: NeRF from Motion-Blurred Events under High-speed or Low-light Conditions.- CLR-GAN: Improving GANs Stability and Quality via Consistent Latent Representation and Reconstruction.- Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence.- PromptIQA: Boosting the Performance and Generalization for No-Reference Image Quality Assessment via Prompts.- Motion Mamba: Efficient and Long Sequence Motion Generation.- Radiative Gaussian Splatting for Efficient X-ray Novel View Synthesis.- Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance.- A Direct Approach to Viewing Graph Solvability.- CoR-GS: Sparse-View 3D Gaussian Splatting via Co-Regularization.- SeFlow: A Self-Supervised Scene Flow Method in Autonomous Driving.- ZeST: Zero-Shot Material Transfer from a Single Image.- 3D Congealing: 3D-Aware Image Alignment in the Wild.- SMooDi: Stylized Motion Diffusion Model.- ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs.- SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video Diffusion.- WordRobe: Text-Guided Generation of Textured 3D Garments.- Learning to Generate Conditional Tri-plane for 3D-aware Expression Controllable Portrait Animation.

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