Cover Image

Deep Loss Convexification for Learning Iterative Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Ziming, Shao, Yuping, Zhang, Yiqing, Lin, Fangzhou, Zhang, Haichong, Rundensteiner, Elke
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

NexusFlow: Unifying Disparate Tasks under Partial Supervision via Invertible Flow Networks
by: Lin, Fangzhou, et al.
Published: (2025)

Hyperbolic Chamfer Distance for Point Cloud Completion and Beyond
by: Lin, Fangzhou, et al.
Published: (2024)

Loss Distillation via Gradient Matching for Point Cloud Completion with Weighted Chamfer Distance
by: Lin, Fangzhou, et al.
Published: (2024)

Understanding Hyperbolic Metric Learning through Hard Negative Sampling
by: Yue, Yun, et al.
Published: (2024)

A Strong View-Free Baseline Approach for Single-View Image Guided Point Cloud Completion
by: Lin, Fangzhou, et al.
Published: (2025)

SPADE: Spectroscopic Photoacoustic Denoising using an Analytical and Data-free Enhancement Framework
by: Lin, Fangzhou, et al.
Published: (2024)

Improving Intersession Reproducibility for Forearm Ultrasound based Hand Gesture Classification through an Incremental Learning Approach
by: Bimbraw, Keshav, et al.
Published: (2024)

Forearm Ultrasound based Gesture Recognition on Edge
by: Bimbraw, Keshav, et al.
Published: (2024)

Exploring the Challenge and Value of Deep Learning in Automated Skin Disease Diagnosis
by: Liu, Runhao, et al.
Published: (2025)

A Deep Learning Framework with Geographic Information Adaptive Loss for Remote Sensing Images based UAV Self-Positioning
by: Li, Mingkun, et al.
Published: (2025)

CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences
by: Lin, Fangzhou, et al.
Published: (2026)

Memorizing SAM: 3D Medical Segment Anything Model with Memorizing Transformer
by: Shao, Xinyuan, et al.
Published: (2024)

Hand Gesture Classification Based on Forearm Ultrasound Video Snippets Using 3D Convolutional Neural Networks
by: Bimbraw, Keshav, et al.
Published: (2024)

Iterated Learning Improves Compositionality in Large Vision-Language Models
by: Zheng, Chenhao, et al.
Published: (2024)

Learning from Mistakes: Iterative Prompt Relabeling for Text-to-Image Diffusion Model Training
by: Chen, Xinyan, et al.
Published: (2023)

Bridging Classical and Learning-based Iterative Registration through Deep Equilibrium Models
by: Zhang, Yi, et al.
Published: (2025)

Threshold-Consistent Margin Loss for Open-World Deep Metric Learning
by: Zhang, Qin, et al.
Published: (2023)

A Survey of Label-Efficient Deep Learning for 3D Point Clouds
by: Xiao, Aoran, et al.
Published: (2023)

LUIEO: A Lightweight Model for Integrating Underwater Image Enhancement and Object Detection
by: Li, Bin, et al.
Published: (2024)

Harnessing Temporal Causality for Advanced Temporal Action Detection
by: Liu, Shuming, et al.
Published: (2024)

Deep Learning Technology for Face Forgery Detection: A Survey
by: Ma, Lixia, et al.
Published: (2024)

A Language Anchor-Guided Method for Robust Noisy Domain Generalization
by: Dai, Zilin, et al.
Published: (2025)

Exploring Iterative Refinement with Diffusion Models for Video Grounding
by: Liang, Xiao, et al.
Published: (2023)

ArtHOI: Taming Foundation Models for Monocular 4D Reconstruction of Hand-Articulated-Object Interactions
by: Wang, Zikai, et al.
Published: (2026)

SAIL: Self-Amplified Iterative Learning for Diffusion Model Alignment with Minimal Human Feedback
by: He, Xiaoxuan, et al.
Published: (2026)

Constructing and Interpreting Digital Twin Representations for Visual Reasoning via Reinforcement Learning
by: Shen, Yiqing, et al.
Published: (2025)

Learning Degradation-Independent Representations for Camera ISP Pipelines
by: Guo, Yanhui, et al.
Published: (2023)

Enhancing Digital Hologram Reconstruction Using Reverse-Attention Loss for Untrained Physics-Driven Deep Learning Models with Uncertain Distance
by: Chen, Xiwen, et al.
Published: (2024)

Focaler-IoU: More Focused Intersection over Union Loss
by: Zhang, Hao, et al.
Published: (2024)

Deep Learning for 3D Point Cloud Enhancement: A Survey
by: Quan, Siwen, et al.
Published: (2024)

DiffuseReg: Denoising Diffusion Model for Obtaining Deformation Fields in Unsupervised Deformable Image Registration
by: Zhuo, Yongtai, et al.
Published: (2024)

Sparse Autoencoders Bridge The Deep Learning Model and The Brain
by: Mao, Ziming, et al.
Published: (2025)

GBSS:a global building semantic segmentation dataset for large-scale remote sensing building extraction
by: Hu, Yuping, et al.
Published: (2024)

Spatial-Temporal-Spectral Unified Modeling for Remote Sensing Dense Prediction
by: Zhao, Sijie, et al.
Published: (2025)

TimeLoc: A Unified End-to-End Framework for Precise Timestamp Localization in Long Videos
by: Zhang, Chen-Lin, et al.
Published: (2025)

Efficient High-Resolution Visual Representation Learning with State Space Model for Human Pose Estimation
by: Zhang, Hao, et al.
Published: (2024)

Mitigating Information Loss under High Pruning Rates for Efficient Large Vision Language Models
by: Fu, Mingyu, et al.
Published: (2025)

SurMo: Surface-based 4D Motion Modeling for Dynamic Human Rendering
by: Hu, Tao, et al.
Published: (2024)

IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation
by: Zhang, Xinchen, et al.
Published: (2024)

DeepSketcher: Internalizing Visual Manipulation for Multimodal Reasoning
by: Zhang, Chi, et al.
Published: (2025)