1.

Record Nr.

UNINA9910983329703321

Autore

Leonardis Aleš

Titolo

Computer Vision – ECCV 2024 : 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XLII / / edited by Aleš Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol

Pubbl/distr/stampa

Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025

ISBN

3-031-72946-3

Edizione

[1st ed. 2025.]

Descrizione fisica

1 online resource (583 pages)

Collana

Lecture Notes in Computer Science, , 1611-3349 ; ; 15100

Altri autori (Persone)

RicciElisa

RothȘtefan

RussakovskyOlga

SattlerTorsten

VarolGül

Disciplina

006

Soggetti

Image processing - Digital techniques

Computer vision

Image processing

Computer networks

User interfaces (Computer systems)

Human-computer interaction

Machine learning

Computers, Special purpose

Computer Imaging, Vision, Pattern Recognition and Graphics

Image Processing

Computer Communication Networks

User Interfaces and Human Computer Interaction

Machine Learning

Special Purpose and Application-Based Systems

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di contenuto

Open-Set Recognition in the Age of Vision-Language Models -- Unsqueeze [CLS] Bottleneck to Learn Rich Representations -- Robust



Multimodal Learning via Representation Decoupling -- Object-Conditioned Energy-Based Attention Map Alignment in Text-to-Image Diffusion Models -- WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing -- Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation -- VeCLIP: Improving CLIP Training via Visual-enriched Captions -- Three Things We Need to Know About Transferring Stable Diffusion to Visual Dense Prediciton Tasks -- Learning Representations from Foundation Models for Domain Generalized Stereo Matching -- Spike-Temporal Latent Representation for Energy-Efficient Event-to-Video Reconstruction -- Effective Lymph Nodes Detection in CT Scans Using Location Debiased Query Selection and Contrastive Query Representation in Transformer -- Chat-Edit-3D: Interactive 3D Scene Editing via Text Prompts -- Event-Adapted Video Super-Resolution -- Look Hear: Gaze Prediction for Speech-directed Human Attention -- Raising the Ceiling: Conflict-Free Local Feature Matching with Dynamic View Switching -- Q&A Prompts: Discovering Rich Visual Clues through Mining Question-Answer Prompts for VQA requiring Diverse World Knowledge -- Catastrophic Overfitting: A Potential Blessing in Disguise -- Long-range Turbulence Mitigation: A Large-scale Dataset and A Coarse-to-fine Framework -- SparseCtrl: Adding Sparse Controls to Text-to-Video Diffusion Models -- Visual Alignment Pre-training for Sign Language Translation -- Parrot Captions Teach CLIP to Spot Text -- Solving Motion Planning Tasks with a Scalable Generative Model -- Griffon: Spelling out All Object Locations at Any Granularity with Large Language Models -- Vision-Language Action Knowledge Learning for Semantic-Aware Action Quality Assessment -- Knowledge Transfer with Simulated Inter-Image Erasing for Weakly Supervised Semantic Segmentation -- BurstM: Deep Burst Multi-scale SR using Fourier Space with Optical Flow -- Diffusion Reward: Learning Rewards via Conditional Video Diffusion.

Sommario/riassunto

The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29–October 4, 2024. The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; motion estimation. .