Cover Image

Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Aodi, Zhuang, Liansheng, Long, Xiao, Yao, Minghong, Wang, Shafei
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Flatness Guided Test-Time Adaptation for Vision-Language Models
by: Li, Aodi, et al.
Published: (2025)

EPERM: An Evidence Path Enhanced Reasoning Model for Knowledge Graph Question and Answering
by: Long, Xiao, et al.
Published: (2025)

A Function-Centric Perspective on Flat and Sharp Minima
by: Mason-Williams, Israel, et al.
Published: (2025)

Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification
by: Zhuang, Zhenfeng, et al.
Published: (2025)

Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning
by: Zou, Yixiong, et al.
Published: (2024)

Enhancing Vision-Language Models for Autonomous Driving through Task-Specific Prompting and Spatial Reasoning
by: Wu, Aodi, et al.
Published: (2025)

Seeking Flat Minima with Mean Teacher on Semi- and Weakly-Supervised Domain Generalization for Object Detection
by: Furuta, Ryosuke, et al.
Published: (2023)

Detecting AI-Generated Video via Frame Consistency
by: Ma, Long, et al.
Published: (2024)

Better Supervised Fine-tuning for VQA: Integer-Only Loss
by: Qian, Baihong, et al.
Published: (2025)

Seek-CAD: A Self-refined Generative Modeling for 3D Parametric CAD Using Local Inference via DeepSeek
by: Li, Xueyang, et al.
Published: (2025)

The Finer the Better: Towards Granular-aware Open-set Domain Generalization
by: Wang, Yunyun, et al.
Published: (2025)

Dynamic Entity-Masked Graph Diffusion Model for histopathological image Representation Learning
by: Zhuang, Zhenfeng, et al.
Published: (2024)

Towards Self-Refinement of Vision-Language Models with Triangular Consistency
by: Deng, Yunlong, et al.
Published: (2025)

From Easy to Hard: Learning Curricular Shape-aware Features for Robust Panoptic Scene Graph Generation
by: Shi, Hanrong, et al.
Published: (2024)

DRIVE: Dual-Robustness via Information Variability and Entropic Consistency in Source-Free Unsupervised Domain Adaptation
by: Xiao, Ruiqiang, et al.
Published: (2024)

Efficient-LVSM: Faster, Cheaper, and Better Large View Synthesis Model via Decoupled Co-Refinement Attention
by: Jia, Xiaosong, et al.
Published: (2026)

Learning from Loss Landscape: Generalizable Mixed-Precision Quantization via Adaptive Sharpness-Aware Gradient Aligning
by: Ma, Lianbo, et al.
Published: (2025)

ConsistentID: Portrait Generation with Multimodal Fine-Grained Identity Preserving
by: Huang, Jiehui, et al.
Published: (2024)

Enhancing Performance of Point Cloud Completion Networks with Consistency Loss
by: Wijaya, Kevin Tirta, et al.
Published: (2024)

G4Seg: Generation for Inexact Segmentation Refinement with Diffusion Models
by: Zhang, Tianjiao, et al.
Published: (2025)

Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints
by: Dai, Ming, et al.
Published: (2025)

SpaceSense-Bench: A Large-Scale Multi-Modal Benchmark for Spacecraft Perception and Pose Estimation
by: Wu, Aodi, et al.
Published: (2026)

Domain Generalization for Endoscopic Image Segmentation by Disentangling Style-Content Information and SuperPixel Consistency
by: Teevno, Mansoor Ali, et al.
Published: (2024)

Efficient Text-driven Motion Generation via Latent Consistency Training
by: Hu, Mengxian, et al.
Published: (2024)

SEAL-pose: Enhancing 3D Human Pose Estimation via a Learned Loss for Structural Consistency
by: Kim, Yeonsung, et al.
Published: (2026)

MagicMan: Generative Novel View Synthesis of Humans with 3D-Aware Diffusion and Iterative Refinement
by: He, Xu, et al.
Published: (2024)

MatchSeg: Towards Better Segmentation via Reference Image Matching
by: Huo, Jiayu, et al.
Published: (2024)

Calibrating Biased Distribution in VFM-derived Latent Space via Cross-Domain Geometric Consistency
by: Ma, Yanbiao, et al.
Published: (2025)

Towards Dynamic and Small Objects Refinement for Unsupervised Domain Adaptative Nighttime Semantic Segmentation
by: Pan, Jingyi, et al.
Published: (2023)

Improving Black-Box Generative Attacks via Generator Semantic Consistency
by: Jeong, Jongoh, et al.
Published: (2025)

REG: Refined Generalized Focal Loss for Road Asset Detection on Thai Highways Using Vision-Based Detection and Segmentation Models
by: Panboonyuen, Teerapong
Published: (2024)

Dual Consistent Constraint via Disentangled Consistency and Complementarity for Multi-view Clustering
by: Li, Bo, et al.
Published: (2025)

Objectomaly: Objectness-Aware Refinement for OoD Segmentation with Structural Consistency and Boundary Precision
by: Song, Jeonghoon, et al.
Published: (2025)

Improved Iterative Refinement for Chart-to-Code Generation via Structured Instruction
by: Xu, Chengzhi, et al.
Published: (2025)

CoBELa: Steering Transparent Generation via Concept Bottlenecks on Energy Landscapes
by: Kim, Sangwon, et al.
Published: (2025)

Align Your Tangent: Training Better Consistency Models via Manifold-Aligned Tangents
by: Kim, Beomsu, et al.
Published: (2025)

A Proxy Consistency Loss for Grounded Fusion of Earth Observation and Location Encoders
by: Wang, Zhongying, et al.
Published: (2026)

Local Implicit Wavelet Transformer for Arbitrary-Scale Super-Resolution
by: Duan, Minghong, et al.
Published: (2024)

Casual Inference via Style Bias Deconfounding for Domain Generalization
by: Li, Jiaxi, et al.
Published: (2025)

Domain Consistency Representation Learning for Lifelong Person Re-Identification
by: Liu, Shiben, et al.
Published: (2024)