Imagen de Portada

GO4Align: Group Optimization for Multi-Task Alignment

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Shen, Jiayi, Wang, Cheems, Xiao, Zehao, Van Noord, Nanne, Worring, Marcel
Formato:	Preprint
Publicado:	2024
Materias:	Machine Learning Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Stylistic Multi-Task Analysis of Ukiyo-e Woodblock Prints
por: Khan, Selina, et al.
Publicado: (2024)

Context-Infused Visual Grounding for Art
por: Khan, Selina, et al.
Publicado: (2024)

The Iconicity of the Generated Image
por: van Noord, Nanne, et al.
Publicado: (2025)

TULIP: Token-length Upgraded CLIP
por: Najdenkoska, Ivona, et al.
Publicado: (2024)

Set2Seq Transformer: Temporal and Position-Aware Set Representations for Sequential Multiple-Instance Learning
por: Efthymiou, Athanasios, et al.
Publicado: (2024)

Graph Neural Networks for Knowledge Enhanced Visual Representation of Paintings
por: Efthymiou, Athanasios, et al.
Publicado: (2021)

EMPLACE: Self-Supervised Urban Scene Change Detection
por: Alpherts, Tim, et al.
Publicado: (2025)

Artifacts of Idiosyncracy in Global Street View Data
por: Alpherts, Tim, et al.
Publicado: (2025)

Quantifying Task Priority for Multi-Task Optimization
por: Jeong, Wooseong, et al.
Publicado: (2024)

Geometric Neural Process Fields
por: Yin, Wenzhe, et al.
Publicado: (2025)

Flatness and Gradient Alignment Are Both Necessary: Spectral-Aware Gradient-Aligned Exploration for Multi-Distribution Learning
por: Ballas, Aristotelis, et al.
Publicado: (2026)

Closing the Modality Gap Aligns Group-Wise Semantics
por: Grassucci, Eleonora, et al.
Publicado: (2026)

Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization
por: Xing, Shuo, et al.
Publicado: (2025)

Find the Cliffhanger: Multi-Modal Trailerness in Soap Operas
por: Bretti, Carlo, et al.
Publicado: (2024)

AdaMerging: Adaptive Model Merging for Multi-Task Learning
por: Yang, Enneng, et al.
Publicado: (2023)

Multi-Modal Adapter for Vision-Language Models
por: Seputis, Dominykas, et al.
Publicado: (2024)

B-GRTO: Bootstrapped Group Relative Tool Optimization for Referring Segmentation
por: Markov, Mario, et al.
Publicado: (2026)

PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical Labels
por: Aayushman, et al.
Publicado: (2024)

VPO: Aligning Text-to-Video Generation Models with Prompt Optimization
por: Cheng, Jiale, et al.
Publicado: (2025)

CF-GO-Net: A Universal Distribution Learner via Characteristic Function Networks with Graph Optimizers
por: Yu, Zeyang, et al.
Publicado: (2024)

Align & Invert: Solving Inverse Problems with Diffusion and Flow-based Models via Representation Alignment
por: Sfountouris, Loukas, et al.
Publicado: (2025)

DMTG: One-Shot Differentiable Multi-Task Grouping
por: Gao, Yuan, et al.
Publicado: (2024)

Proactive Gradient Conflict Mitigation in Multi-Task Learning: A Sparse Training Perspective
por: Zhang, Zhi, et al.
Publicado: (2024)

4D Multimodal Co-attention Fusion Network with Latent Contrastive Alignment for Alzheimer's Diagnosis
por: Wei, Yuxiang, et al.
Publicado: (2025)

Merging Multi-Task Models via Weight-Ensembling Mixture of Experts
por: Tang, Anke, et al.
Publicado: (2024)

Context-Based Semantic-Aware Alignment for Semi-Supervised Multi-Label Learning
por: Fan, Heng-Bo, et al.
Publicado: (2024)

Aligning Visual Contrastive learning models via Preference Optimization
por: Afzali, Amirabbas, et al.
Publicado: (2024)

Align Your Steps: Optimizing Sampling Schedules in Diffusion Models
por: Sabour, Amirmojtaba, et al.
Publicado: (2024)

Equivariant Latent Alignment via Flow Matching under Group Symmetries
por: Kim, Sunghyun, et al.
Publicado: (2026)

Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization
por: Guo, Han, et al.
Publicado: (2024)

AdaTask: A Task-aware Adaptive Learning Rate Approach to Multi-task Learning
por: Yang, Enneng, et al.
Publicado: (2022)

Rep-MTL: Unleashing the Power of Representation-level Task Saliency for Multi-Task Learning
por: Wang, Zedong, et al.
Publicado: (2025)

SGW-based Multi-Task Learning in Vision Tasks
por: Zhang, Ruiyuan, et al.
Publicado: (2024)

InPO: Inversion Preference Optimization with Reparametrized DDIM for Efficient Diffusion Model Alignment
por: Lu, Yunhong, et al.
Publicado: (2025)

Representation Surgery for Multi-Task Model Merging
por: Yang, Enneng, et al.
Publicado: (2024)

Divergence Minimization Preference Optimization for Diffusion Model Alignment
por: Li, Binxu, et al.
Publicado: (2025)

Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging
por: Shen, Li, et al.
Publicado: (2024)

VL-SAE: Interpreting and Enhancing Vision-Language Alignment with a Unified Concept Set
por: Shen, Shufan, et al.
Publicado: (2025)

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training
por: Jeong, Wooseong, et al.
Publicado: (2025)

Some Optimizers are More Equal: Understanding the Role of Optimizers in Group Fairness
por: Kolahdouzi, Mojtaba, et al.
Publicado: (2025)