Cover Image

Task Singular Vectors: Reducing Task Interference in Model Merging

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gargiulo, Antonio Andrea, Crisostomi, Donato, Bucarelli, Maria Sofia, Scardapane, Simone, Silvestri, Fabrizio, Rodolà, Emanuele
Format:	Preprint
Published:	2024
Subjects:	Machine Learning I.5.1; I.4.2; I.2.10
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Classification of Cattle Behavior and Detection of Heat (Estrus) using Sensor Data
by: Dhakshinamoorthy, Druva, et al.
Published: (2025)

Correspondence of high-dimensional emotion structures elicited by video clips between humans and Multimodal LLMs
by: Asanuma, Haruka, et al.
Published: (2025)

Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning
by: Semenov, Andrei, et al.
Published: (2024)

Learning Association via Track-Detection Matching for Multi-Object Tracking
by: Adžemović, Momir
Published: (2025)

CCVA-FL: Cross-Client Variations Adaptive Federated Learning for Medical Imaging
by: Gupta, Sunny, et al.
Published: (2024)

Taming the Tail: Leveraging Asymmetric Loss and Pade Approximation to Overcome Medical Image Long-Tailed Class Imbalance
by: Kashyap, Pankhi, et al.
Published: (2024)

Few-Shot Learning of a Graph-Based Neural Network Model Without Backpropagation
by: Lapin, Mykyta, et al.
Published: (2025)

WaveMix: A Resource-efficient Neural Network for Image Analysis
by: Jeevan, Pranav, et al.
Published: (2022)

Which Backbone to Use: A Resource-efficient Domain Specific Comparison for Computer Vision
by: Jeevan, Pranav, et al.
Published: (2024)

Efficient Neural Network Encoding for 3D Color Lookup Tables
by: Zehtab, Vahid, et al.
Published: (2024)

Learning from Semantic Dictionaries: Discriminative Codebook Contrastive Learning for Unified Visual Representation and Generation
by: Estepa, Imanol G., et al.
Published: (2026)

All4One: Symbiotic Neighbour Contrastive Learning via Self-Attention and Redundancy Reduction
by: Estepa, Imanol G., et al.
Published: (2023)

FEDTAIL: Federated Long-Tailed Domain Generalization with Sharpness-Guided Gradient Matching
by: Gupta, Sunny, et al.
Published: (2025)

FerretNet: Efficient Synthetic Image Detection via Local Pixel Dependencies
by: Liang, Shuqiao, et al.
Published: (2025)

CASE: Contrastive Activation for Saliency Estimation
by: Williamson, Dane, et al.
Published: (2025)

Multi-Scale Spatial-Temporal Self-Attention Graph Convolutional Networks for Skeleton-based Action Recognition
by: Nakamura, Ikuo
Published: (2024)

Robust Confidence Intervals in Stereo Matching using Possibility Theory
by: Malinowski, Roman, et al.
Published: (2024)

Efficient Temporally-Aware DeepFake Detection using H.264 Motion Vectors
by: Grönquist, Peter, et al.
Published: (2023)

Decoupling Vision and Language: Codebook Anchored Visual Adaptation
by: Wu, Jason, et al.
Published: (2026)

FedStein: Enhancing Multi-Domain Federated Learning Through James-Stein Estimator
by: Gupta, Sunny, et al.
Published: (2024)

UniVarFL: Uniformity and Variance Regularized Federated Learning for Heterogeneous Data
by: Gupta, Sunny, et al.
Published: (2025)

FedAlign: Federated Domain Generalization with Cross-Client Feature Alignment
by: Gupta, Sunny, et al.
Published: (2025)

FAME: Feature Activation Map Explanation on Image Classification and Face Recognition
by: Zhang, Xinyi, et al.
Published: (2026)

CG-HOI: Contact-Guided 3D Human-Object Interaction Generation
by: Diller, Christian, et al.
Published: (2023)

Canonical Space Representation for 4D Panoptic Segmentation of Articulated Objects
by: Gomes, Manuel, et al.
Published: (2025)

FLD+: Data-efficient Evaluation Metric for Generative Models
by: Jeevan, Pranav, et al.
Published: (2024)

WaveMixSR-V2: Enhancing Super-resolution with Higher Efficiency
by: Jeevan, Pranav, et al.
Published: (2024)

Normalizing Flow-Based Metric for Image Generation
by: Jeevan, Pranav, et al.
Published: (2024)

TAG-Head: Time-Aligned Graph Head for Plug-and-Play Fine-grained Action Recognition
by: Hassan, Imtiaz Ul, et al.
Published: (2026)

DejaVid: Encoder-Agnostic Learned Temporal Matching for Video Classification
by: Ho, Darryl, et al.
Published: (2025)

High-Frequency Semantics and Geometric Priors for End-to-End Detection Transformers in Challenging UAV Imagery
by: Peng, Hongxing, et al.
Published: (2025)

PhysicsNeRF: Physics-Guided 3D Reconstruction from Sparse Views
by: Barhdadi, Mohamed Rayan, et al.
Published: (2025)

Cross-Domain Adversarial Augmentation: Stabilizing GANs for Medical and Handwriting Data Scarcity
by: Soad, Md. Sohanuzzaman, et al.
Published: (2026)

Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey
by: Rajapaksha, Uchitha, et al.
Published: (2024)

CARScenes: Semantic VLM Dataset for Safe Autonomous Driving
by: He, Yuankai, et al.
Published: (2025)

Tricks and Plug-ins for Gradient Boosting in Image Classification
by: Fang, Biyi, et al.
Published: (2025)

TaylorShift: Shifting the Complexity of Self-Attention from Squared to Linear (and Back) using Taylor-Softmax
by: Nauen, Tobias Christian, et al.
Published: (2024)

PhysVid: Physics Aware Local Conditioning for Generative Video Models
by: Pathak, Saurabh, et al.
Published: (2026)

Geo2Sound: A Scalable Geo-Aligned Framework for Soundscape Generation from Satellite Imagery
by: Wu, Kunlin, et al.
Published: (2026)

NV3D: Leveraging Spatial Shape Through Normal Vector-based 3D Object Detection
by: Chaowakarn, Krittin, et al.
Published: (2025)