Cover Image

Three Heads Are Better Than One: Complementary Experts for Long-Tailed Semi-supervised Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ma, Chengcheng, Elezi, Ismail, Deng, Jiankang, Dong, Weiming, Xu, Changsheng
Format:	Preprint
Published:	2023
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

G3DR: Generative 3D Reconstruction in ImageNet
by: Reddy, Pradyumna, et al.
Published: (2024)

Deep Active Learning: A Reality Check
by: Gashi, Edrina, et al.
Published: (2024)

$V_kD:$ Improving Knowledge Distillation using Orthogonal Projections
by: Miles, Roy, et al.
Published: (2024)

VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections
by: Miles, Roy, et al.
Published: (2024)

"Principal Components" Enable A New Language of Images
by: Wen, Xin, et al.
Published: (2025)

Fractal Calibration for long-tailed object detection
by: Alexandridis, Konstantinos Panagiotis, et al.
Published: (2024)

SATGround: A Spatially-Aware Approach for Visual Grounding in Remote Sensing
by: Toker, Aysim, et al.
Published: (2025)

RetouchLLM: Training-free Code-based Image Retouching with Vision Language Models
by: Ye-Bin, Moon, et al.
Published: (2025)

2Xplat: Two Experts Are Better Than One Generalist
by: Jeong, Hwasik, et al.
Published: (2026)

Do You See What I Am Pointing At? Gesture-Based Egocentric Video Question Answering
by: Choi, Yura, et al.
Published: (2026)

MotionCrafter: One-Shot Motion Customization of Diffusion Models
by: Zhang, Yuxin, et al.
Published: (2023)

Information Maximization for Long-Tailed Semi-Supervised Domain Generalization
by: Fillioux, Leo, et al.
Published: (2026)

Region-based Cluster Discrimination for Visual Representation Learning
by: Xie, Yin, et al.
Published: (2025)

SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-supervised Change Detector
by: Li, Kaiyu, et al.
Published: (2024)

Two Heads Are Better Than One: Averaging along Fine-Tuning to Improve Targeted Transferability
by: Zeng, Hui, et al.
Published: (2024)

Towards Semi-supervised Dual-modal Semantic Segmentation
by: Dong, Qiulei, et al.
Published: (2024)

ViCToR: Improving Visual Comprehension via Token Reconstruction for Pretraining LMMs
by: Xie, Yin, et al.
Published: (2024)

Feature Fusion from Head to Tail for Long-Tailed Visual Recognition
by: Li, Mengke, et al.
Published: (2023)

Complementary Text-Guided Attention for Zero-Shot Adversarial Robustness
by: Yu, Lu, et al.
Published: (2026)

Two Heads are Better than One: Robust Learning Meets Multi-branch Models
by: Zhang, Zongyuan, et al.
Published: (2022)

DreamCAD: Scaling Multi-modal CAD Generation using Differentiable Parametric Surfaces
by: Khan, Mohammad Sadil, et al.
Published: (2026)

MoCoTalk: Multi-Conditional Diffusion with Adaptive Router for Controllable Talking Head Generation
by: Ye, Xinyan, et al.
Published: (2026)

A Comprehensive Review of Few-shot Action Recognition
by: Wanyan, Yuyang, et al.
Published: (2024)

Open-Set Semi-Supervised Learning for Long-Tailed Medical Datasets
by: Kareem, Daniya Najiha A., et al.
Published: (2025)

Uncertainty-aware Sampling for Long-tailed Semi-supervised Learning
by: Yang, Kuo, et al.
Published: (2024)

Long-Tailed Visual Recognition via Permutation-Invariant Head-to-Tail Feature Fusion
by: Li, Mengke, et al.
Published: (2025)

ImHead: A Large-scale Implicit Morphable Model for Localized Head Modeling
by: Potamias, Rolandos Alexandros, et al.
Published: (2025)

FedSemiDG: Domain Generalized Federated Semi-supervised Medical Image Segmentation
by: Deng, Zhipeng, et al.
Published: (2025)

Four Eyes Are Better Than Two: Harnessing the Collaborative Potential of Large Models via Differentiated Thinking and Complementary Ensembles
by: Xie, Jun, et al.
Published: (2025)

BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning
by: Zheng, Hongwei, et al.
Published: (2024)

Modality-Collaborative Low-Rank Decomposers for Few-Shot Video Domain Adaptation
by: Wanyan, Yuyang, et al.
Published: (2025)

CARE: Class-Adaptive Expert Consensus for Reliable Learning with Long-Tailed Noisy Labels
by: Li, Mengke, et al.
Published: (2026)

Online Open-set Semi-supervised Object Detection with Dual Competing Head
by: Wang, Zerun, et al.
Published: (2023)

Do not trust what you trust: Miscalibration in Semi-supervised Learning
by: Mishra, Shambhavi, et al.
Published: (2024)

Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification
by: Ma, Yanbiao, et al.
Published: (2024)

Complementary Pseudo Multimodal Feature for Point Cloud Anomaly Detection
by: Cao, Yunkang, et al.
Published: (2023)

Two Heads Better than One: Dual Degradation Representation for Blind Super-Resolution
by: Yuan, Hsuan, et al.
Published: (2025)

Exploring One-shot Semi-supervised Federated Learning with A Pre-trained Diffusion Model
by: Yang, Mingzhao, et al.
Published: (2023)

Two Hands Are Better Than One: Resolving Hand to Hand Intersections via Occupancy Networks
by: Ivashechkin, Maksym, et al.
Published: (2024)

Pursuing Better Decision Boundaries for Long-Tailed Object Detection via Category Information Amount
by: Ma, Yanbiao, et al.
Published: (2025)