FedWSQ: Efficient Federated Learning with Weight Standardization and Distribution-Aware Non-Uniform Quantization
Fuente:
arXiv
Saved in:
| Main Authors: | Kim, Seung-Wook, Kim, Seongyeol, Kim, Jiah, Ji, Seowon, Lee, Se-Ho |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Image Enhancement Based on Pigment Representation
by: Lee, Se-Ho, et al.
Published: (2025)
by: Lee, Se-Ho, et al.
Published: (2025)
Scheduling Weight Transitions for Quantization-Aware Training
by: Lee, Junghyup, et al.
Published: (2024)
by: Lee, Junghyup, et al.
Published: (2024)
FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning
by: Lee, Gihun, et al.
Published: (2023)
by: Lee, Gihun, et al.
Published: (2023)
FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning
by: Kim, Seongyoon, et al.
Published: (2024)
by: Kim, Seongyoon, et al.
Published: (2024)
ClipTBP: Clip-Pair based Temporal Boundary Prediction with Boundary-Aware Learning for Moment Retrieval
by: Kim, Ji-Hyeon, et al.
Published: (2026)
by: Kim, Ji-Hyeon, et al.
Published: (2026)
FedCAR: Cross-client Adaptive Re-weighting for Generative Models in Federated Learning
by: Kim, Minjun, et al.
Published: (2024)
by: Kim, Minjun, et al.
Published: (2024)
Mixed Non-linear Quantization for Vision Transformers
by: Kim, Gihwan, et al.
Published: (2024)
by: Kim, Gihwan, et al.
Published: (2024)
Morphology-Aware Interactive Keypoint Estimation
by: Kim, Jinhee, et al.
Published: (2022)
by: Kim, Jinhee, et al.
Published: (2022)
CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning
by: Lee, Hyuck, et al.
Published: (2024)
by: Lee, Hyuck, et al.
Published: (2024)
IPTQ-ViT: Post-Training Quantization of Non-linear Functions for Integer-only Vision Transformers
by: Kim, Gihwan, et al.
Published: (2025)
by: Kim, Gihwan, et al.
Published: (2025)
WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space
by: Schwarz, Katja, et al.
Published: (2023)
by: Schwarz, Katja, et al.
Published: (2023)
Direct Diffusion Score Preference Optimization via Stepwise Contrastive Policy-Pair Supervision
by: Kim, Dohyun, et al.
Published: (2025)
by: Kim, Dohyun, et al.
Published: (2025)
FedDAP: Domain-Aware Prototype Learning for Federated Learning under Domain Shift
by: Le, Huy Q., et al.
Published: (2026)
by: Le, Huy Q., et al.
Published: (2026)
Accuracy enhancement method for speech emotion recognition from spectrogram using temporal frequency correlation and positional information learning through knowledge transfer
by: Kim, Jeong-Yoon, et al.
Published: (2024)
by: Kim, Jeong-Yoon, et al.
Published: (2024)
Quantization-Aware Imitation-Learning for Resource-Efficient Robotic Control
by: Park, Seongmin, et al.
Published: (2024)
by: Park, Seongmin, et al.
Published: (2024)
A Framework for Portrait Stylization with Skin-Tone Awareness and Nudity Identification
by: Kim, Seungkwon, et al.
Published: (2024)
by: Kim, Seungkwon, et al.
Published: (2024)
FedSC: Federated Learning with Semantic-Aware Collaboration
by: Wang, Huan, et al.
Published: (2025)
by: Wang, Huan, et al.
Published: (2025)
Inlier-Centric Post-Training Quantization for Object Detection Models
by: Kim, Minsu, et al.
Published: (2026)
by: Kim, Minsu, et al.
Published: (2026)
Post-Training Quantization via Residual Truncation and Zero Suppression for Diffusion Models
by: Kim, Donghoon, et al.
Published: (2025)
by: Kim, Donghoon, et al.
Published: (2025)
SAIL: Similarity-Aware Guidance and Inter-Caption Augmentation-based Learning for Weakly-Supervised Dense Video Captioning
by: Kim, Ye-Chan, et al.
Published: (2026)
by: Kim, Ye-Chan, et al.
Published: (2026)
GOATex: Geometry & Occlusion-Aware Texturing
by: Kim, Hyunjin, et al.
Published: (2025)
by: Kim, Hyunjin, et al.
Published: (2025)
DebFilter: Eradicating Biases Stashed in Value
by: Lee, Seung Hyuk, et al.
Published: (2026)
by: Lee, Seung Hyuk, et al.
Published: (2026)
Attend-and-Refine: Interactive keypoint estimation and quantitative cervical vertebrae analysis for bone age assessment
by: Kim, Jinhee, et al.
Published: (2025)
by: Kim, Jinhee, et al.
Published: (2025)
Activation Quantization of Vision Encoders Needs Prefixing Registers
by: Kim, Seunghyeon, et al.
Published: (2025)
by: Kim, Seunghyeon, et al.
Published: (2025)
Efficient Personalization of Quantized Diffusion Model without Backpropagation
by: Seo, Hoigi, et al.
Published: (2025)
by: Seo, Hoigi, et al.
Published: (2025)
EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models
by: Namekata, Koichi, et al.
Published: (2024)
by: Namekata, Koichi, et al.
Published: (2024)
ReSpinQuant: Efficient Layer-Wise LLM Quantization via Subspace Residual Rotation Approximation
by: Kim, Suyoung, et al.
Published: (2026)
by: Kim, Suyoung, et al.
Published: (2026)
Learning to Explore for Stochastic Gradient MCMC
by: Kim, SeungHyun, et al.
Published: (2024)
by: Kim, SeungHyun, et al.
Published: (2024)
VerbDiff: Text-Only Diffusion Models with Enhanced Interaction Awareness
by: Cha, SeungJu, et al.
Published: (2025)
by: Cha, SeungJu, et al.
Published: (2025)
FedMeNF: Privacy-Preserving Federated Meta-Learning for Neural Fields
by: Yun, Junhyeog, et al.
Published: (2025)
by: Yun, Junhyeog, et al.
Published: (2025)
ORBIS: Output-Guided Token Reduction with Distribution-Aware Matching for Video Diffusion Acceleration
by: Lee, Hangyeol, et al.
Published: (2026)
by: Lee, Hangyeol, et al.
Published: (2026)
Instance-Aware Group Quantization for Vision Transformers
by: Moon, Jaehyeon, et al.
Published: (2024)
by: Moon, Jaehyeon, et al.
Published: (2024)
Efficient Multi-bit Quantization Network Training via Weight Bias Correction and Bit-wise Coreset Sampling
by: Kim, Jinhee, et al.
Published: (2025)
by: Kim, Jinhee, et al.
Published: (2025)
Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning
by: Kim, Sungyeon, et al.
Published: (2023)
by: Kim, Sungyeon, et al.
Published: (2023)
FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification
by: Tsai, Cheng-Chang, et al.
Published: (2025)
by: Tsai, Cheng-Chang, et al.
Published: (2025)
HLQ: Fast and Efficient Backpropagation via Hadamard Low-rank Quantization
by: Kim, Seonggon, et al.
Published: (2024)
by: Kim, Seonggon, et al.
Published: (2024)
Motion Cues from Image-based Point Tracking for LiDAR Scene Flow Estimation
by: Jang, Youngdong, et al.
Published: (2026)
by: Jang, Youngdong, et al.
Published: (2026)
LaMoGen: Laban Movement-Guided Diffusion for Text-to-Motion Generation
by: Kim, Heechang, et al.
Published: (2025)
by: Kim, Heechang, et al.
Published: (2025)
FedFeat+: A Robust Federated Learning Framework Through Federated Aggregation and Differentially Private Feature-Based Classifier Retraining
by: Gain, Mrityunjoy, et al.
Published: (2025)
by: Gain, Mrityunjoy, et al.
Published: (2025)
PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion
by: Kim, Gwanghyun, et al.
Published: (2024)
by: Kim, Gwanghyun, et al.
Published: (2024)
Similar Items
-
Image Enhancement Based on Pigment Representation
by: Lee, Se-Ho, et al.
Published: (2025) -
Scheduling Weight Transitions for Quantization-Aware Training
by: Lee, Junghyup, et al.
Published: (2024) -
FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning
by: Lee, Gihun, et al.
Published: (2023) -
FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning
by: Kim, Seongyoon, et al.
Published: (2024) -
ClipTBP: Clip-Pair based Temporal Boundary Prediction with Boundary-Aware Learning for Moment Retrieval
by: Kim, Ji-Hyeon, et al.
Published: (2026)