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Computer vision - ECCV 2024 Workshops = Milan, Italy, September 29-October 4, 2024 : proceedings.. Part XI /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Computer vision - ECCV 2024 Workshops/ edited by Alessio Del Bue ... [et al.].
Reminder of title:	Milan, Italy, September 29-October 4, 2024 : proceedings.
remainder title:	ECCV 2024 Workshops
other author:	Del Bue, Alessio.
corporate name:	European Conference on Computer Vision
Published:	Cham :Springer Nature Switzerland : : 2025.,
Description:	lv, 329 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	DARES: Depth Anything in Robotic Endoscopic Surgery with Self-supervised Vector LoRA of the Foundation Model -- LocalMamba: Visual State Space Model with Windowed Selective Scan -- Compositional Text-to-Image Generation with Feedforward Layout Generation -- PackMamba：Efficient Processing of Variable-Length Sequences in Mamba training -- Down-Sampling Inter-Layer Adapter for Parameter and Computation Efficient Ultra-Fine-Grained Image Recognition -- Memory-Efficient Vision Transformers: An Activation-Aware Mixed-Rank Compression Strategy -- LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models -- Improving Hyperparameter Optimization with Checkpointed Model Weights -- MagicDec: Breaking the Latency-Throughput Tradeoff for Long Contexts with Speculative Decoding -- Mixed Non-linear Quantization for Vision Transformers -- CycleBNN: Cyclic Precision Training in Binary Neural Networks -- DailyMAE: Towards Pretraining Masked Autoencoders in One Day -- EPTQ: Enhanced Post-Training Quantization via Hessian-guided Network-wise Optimization -- Generalized SAM: Efficient Fine-Tuning of SAM for Variable Input Image Sizes -- LightAvatar: Efficient Head Avatar as Dynamic Neural Light Field -- Giving each task what it needs - leveraging structured sparsity for tailored multi-task learning -- ERF-NAS: Efficient Receptive Field-based Zero-Shot NAS for Object Detection -- CA3D: Convolutional-Attentional 3D Nets for Efficient Video Activity Recognition on the Edge -- Memory-Optimized Once-For-All network -- Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion -- Latent Distillation for Continual Object Detection at the Edge -- MCUBench: A Benchmark of Tiny Object Detectors on MCUs -- Optimizing Resource Consumption in Diffusion Models through Hallucination Early Detection.
Contained By:	Springer Nature eBook
Subject:	Computer vision - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-91979-4
ISBN:	9783031919794

Computer vision - ECCV 2024 Workshops = Milan, Italy, September 29-October 4, 2024 : proceedings.. Part XI /
Computer vision - ECCV 2024 WorkshopsMilan, Italy, September 29-October 4, 2024 : proceedings.Part XI /[electronic resource] :ECCV 2024 Workshopsedited by Alessio Del Bue ... [et al.]. - Cham :Springer Nature Switzerland :2025. - lv, 329 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,156331611-3349 ;. - Lecture notes in computer science ;15633..

DARES: Depth Anything in Robotic Endoscopic Surgery with Self-supervised Vector LoRA of the Foundation Model -- LocalMamba: Visual State Space Model with Windowed Selective Scan -- Compositional Text-to-Image Generation with Feedforward Layout Generation -- PackMamba：Efficient Processing of Variable-Length Sequences in Mamba training -- Down-Sampling Inter-Layer Adapter for Parameter and Computation Efficient Ultra-Fine-Grained Image Recognition -- Memory-Efficient Vision Transformers: An Activation-Aware Mixed-Rank Compression Strategy -- LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models -- Improving Hyperparameter Optimization with Checkpointed Model Weights -- MagicDec: Breaking the Latency-Throughput Tradeoff for Long Contexts with Speculative Decoding -- Mixed Non-linear Quantization for Vision Transformers -- CycleBNN: Cyclic Precision Training in Binary Neural Networks -- DailyMAE: Towards Pretraining Masked Autoencoders in One Day -- EPTQ: Enhanced Post-Training Quantization via Hessian-guided Network-wise Optimization -- Generalized SAM: Efficient Fine-Tuning of SAM for Variable Input Image Sizes -- LightAvatar: Efficient Head Avatar as Dynamic Neural Light Field -- Giving each task what it needs - leveraging structured sparsity for tailored multi-task learning -- ERF-NAS: Efficient Receptive Field-based Zero-Shot NAS for Object Detection -- CA3D: Convolutional-Attentional 3D Nets for Efficient Video Activity Recognition on the Edge -- Memory-Optimized Once-For-All network -- Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion -- Latent Distillation for Continual Object Detection at the Edge -- MCUBench: A Benchmark of Tiny Object Detectors on MCUs -- Optimizing Resource Consumption in Diffusion Models through Hallucination Early Detection.

The multi-volume set LNCS 15623 until LNCS 15646 constitutes the proceedings of the workshops that were held in conjunction with the 18th European Conference on Computer Vision, ECCV 2024, which took place in Milan, Italy, during September 29-October 4, 2024. These LNCS volumes contain 574 accepted papers from 53 of the 73 workshops. The list of workshops and distribution of the workshop papers in the LNCS volumes can be found in the preface that is freely accessible online.

ISBN: 9783031919794

Standard No.: 10.1007/978-3-031-91979-4doiSubjects--Topical Terms:

570734
Computer vision
--Congresses.

LC Class. No.: TA1634

Dewey Class. No.: 006.37

Computer vision - ECCV 2024 Workshops = Milan, Italy, September 29-October 4, 2024 : proceedings.. Part XI /
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