Description

Book Synopsis

HowToCaption: Prompting LLMs to Transform Video Annotations at Scale.- LabelDistill: Label-guided Cross-modal Knowledge Distillation for Camera-based 3D Object Detection.- Beyond the Data Imbalance: Employing the Heterogeneous Datasets for Vehicle Maneuver Prediction.- On Pretraining Data Diversity for Self-Supervised Learning.- Look Around and Learn: Self-Training Object Detection by Exploration.- Bayesian Self-Training for Semi-Supervised 3D Segmentation.- Motion and Structure from Event-based Normal Flow.- ParCo: Part-Coordinating Text-to-Motion Synthesis.- Learning to Complement and to Defer to Multiple Users.- Tiny Models are the Computational Saver for Large Models.- DragVideo: Interactive Drag-style Video Editing.- Multi-Sentence Grounding for Long-term Instructional Video.- Do Generalised Classifiers really work on Human Drawn Sketches?.- KMTalk: Speech-Driven 3D Facial Animation with Key Motion Embedding.- Head360: Learning a Parametric 3D Full-Head for Free-View Synthesis in 360.- MotionDirector: Motion Customization of Text-to-Video Diffusion Models.- Text2LiDAR: Text-guided LiDAR Point Clouds Generation via Equirectangular Transformer.- Enhanced Motion Forecasting with Visual Relation Reasoning.- Rate-Distortion-Cognition Controllable Versatile Neural Image Compression.- Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image Denoisers.- LiDAR-based All-weather 3D Object Detection via Prompting and Distilling 4D Radar.- MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models.- Post-training Quantization with Progressive Calibration and Activation Relaxing for Text-to-Image Diffusion Models.- Scene Coordinate Reconstruction: Posing of Image Collections via Incremental Learning of a Relocalizer.- Diffusion Models are Geometry Critics: Single Image 3D Editing Using Pre-Trained Diffusion Priors.- Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation.- StoryImager: A Unified and Efficient Framework for Coherent Story Visualization and Completion.

Computer Vision ECCV 2024

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    Order before 4pm today for delivery by Mon 15 Jun 2026.

    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: 30/10/2024
      ISBN13: 9783031729911, 978-3031729911
      ISBN10:
      Also in:
      Computing Image processing

      Description

      Book Synopsis

      HowToCaption: Prompting LLMs to Transform Video Annotations at Scale.- LabelDistill: Label-guided Cross-modal Knowledge Distillation for Camera-based 3D Object Detection.- Beyond the Data Imbalance: Employing the Heterogeneous Datasets for Vehicle Maneuver Prediction.- On Pretraining Data Diversity for Self-Supervised Learning.- Look Around and Learn: Self-Training Object Detection by Exploration.- Bayesian Self-Training for Semi-Supervised 3D Segmentation.- Motion and Structure from Event-based Normal Flow.- ParCo: Part-Coordinating Text-to-Motion Synthesis.- Learning to Complement and to Defer to Multiple Users.- Tiny Models are the Computational Saver for Large Models.- DragVideo: Interactive Drag-style Video Editing.- Multi-Sentence Grounding for Long-term Instructional Video.- Do Generalised Classifiers really work on Human Drawn Sketches?.- KMTalk: Speech-Driven 3D Facial Animation with Key Motion Embedding.- Head360: Learning a Parametric 3D Full-Head for Free-View Synthesis in 360.- MotionDirector: Motion Customization of Text-to-Video Diffusion Models.- Text2LiDAR: Text-guided LiDAR Point Clouds Generation via Equirectangular Transformer.- Enhanced Motion Forecasting with Visual Relation Reasoning.- Rate-Distortion-Cognition Controllable Versatile Neural Image Compression.- Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image Denoisers.- LiDAR-based All-weather 3D Object Detection via Prompting and Distilling 4D Radar.- MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models.- Post-training Quantization with Progressive Calibration and Activation Relaxing for Text-to-Image Diffusion Models.- Scene Coordinate Reconstruction: Posing of Image Collections via Incremental Learning of a Relocalizer.- Diffusion Models are Geometry Critics: Single Image 3D Editing Using Pre-Trained Diffusion Priors.- Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation.- StoryImager: A Unified and Efficient Framework for Coherent Story Visualization and Completion.

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