Cover Image

ProbMCL: Simple Probabilistic Contrastive Learning for Multi-label Visual Classification

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sajedi, Ahmad, Khaki, Samir, Lawryshyn, Yuri A., Plataniotis, Konstantinos N.
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Data-to-Model Distillation: Data-Efficient Learning Framework
by: Sajedi, Ahmad, et al.
Published: (2024)

DataDAM: Efficient Dataset Distillation with Attention Matching
by: Sajedi, Ahmad, et al.
Published: (2023)

ATOM: Attention Mixer for Efficient Dataset Distillation
by: Khaki, Samir, et al.
Published: (2024)

The Need for Speed: Pruning Transformers with One Recipe
by: Khaki, Samir, et al.
Published: (2024)

Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios
by: Wang, Kai, et al.
Published: (2024)

Probabilistic Contrastive Learning for Long-Tailed Visual Recognition
by: Du, Chaoqun, et al.
Published: (2024)

Adapting to Distribution Shift by Visual Domain Prompt Generation
by: Chi, Zhixiang, et al.
Published: (2024)

Hyperbolic Structured Classification for Robust Single Positive Multi-label Learning
by: Lin, Yiming, et al.
Published: (2025)

Learning to Adapt Frozen CLIP for Few-Shot Test-Time Domain Adaptation
by: Chi, Zhixiang, et al.
Published: (2025)

SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference
by: Khaki, Samir, et al.
Published: (2025)

Advancements in Medical Image Classification through Fine-Tuning Natural Domain Foundation Models
by: Mansoori, Mobina, et al.
Published: (2025)

Similarity-Dissimilarity Loss for Multi-label Supervised Contrastive Learning
by: Huang, Guangming, et al.
Published: (2024)

Detection of retinal diseases using an accelerated reused convolutional network
by: Kasani, Amin Ahmadi, et al.
Published: (2025)

Hand bone age estimation using divide and conquer strategy and lightweight convolutional neural networks
by: Kasani, Amin Ahmadi, et al.
Published: (2024)

MCL-AD: Multimodal Collaboration Learning for Zero-Shot 3D Anomaly Detection
by: Li, Gang, et al.
Published: (2025)

PalmProbNet: A Probabilistic Approach to Understanding Palm Distributions in Ecuadorian Tropical Forest via Transfer Learning
by: Cui, Kangning, et al.
Published: (2024)

PRCL: Probabilistic Representation Contrastive Learning for Semi-Supervised Semantic Segmentation
by: Xie, Haoyu, et al.
Published: (2024)

Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams
by: Wang, Ziqiang, et al.
Published: (2024)

Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 Model
by: Mansoori, Mobina, et al.
Published: (2024)

Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer Detection
by: Mansoori, Mobina, et al.
Published: (2024)

HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images
by: Mansoori, Mobina, et al.
Published: (2024)

Plug-in Feedback Self-adaptive Attention in CLIP for Training-free Open-Vocabulary Segmentation
by: Chi, Zhixiang, et al.
Published: (2025)

Unsupervised Waste Classification By Dual-Encoder Contrastive Learning and Multi-Clustering Voting (DECMCV)
by: Huang, Kui, et al.
Published: (2025)

Confidence-aware Contrastive Learning for Selective Classification
by: Wu, Yu-Chang, et al.
Published: (2024)

Normalized Conditional Mutual Information Surrogate Loss for Deep Neural Classifiers
by: Ye, Linfeng, et al.
Published: (2026)

Probabilistic Contrastive Learning with Explicit Concentration on the Hypersphere
by: Li, Hongwei Bran, et al.
Published: (2024)

Visual Imitation Learning with Calibrated Contrastive Representation
by: Wang, Yunke, et al.
Published: (2024)

Skin Lesion Phenotyping via Nested Multi-modal Contrastive Learning
by: Christopoulos, Dionysis, et al.
Published: (2025)

Multi-Label Contrastive Learning for Abstract Visual Reasoning
by: Małkiński, Mikołaj, et al.
Published: (2020)

SimPro: A Simple Probabilistic Framework Towards Realistic Long-Tailed Semi-Supervised Learning
by: Du, Chaoqun, et al.
Published: (2024)

SigCLR: Sigmoid Contrastive Learning of Visual Representations
by: Çağatan, Ömer Veysel
Published: (2024)

ProHOC: Probabilistic Hierarchical Out-of-Distribution Classification via Multi-Depth Networks
by: Wallin, Erik, et al.
Published: (2025)

Action-slot: Visual Action-centric Representations for Multi-label Atomic Activity Recognition in Traffic Scenes
by: Kung, Chi-Hsi, et al.
Published: (2023)

NYCTALE: Neuro-Evidence Transformer for Adaptive and Personalized Lung Nodule Invasiveness Prediction
by: Khademi, Sadaf, et al.
Published: (2024)

Visually Robust Adversarial Imitation Learning from Videos with Contrastive Learning
by: Giammarino, Vittorio, et al.
Published: (2024)

Boosting Single Positive Multi-label Classification with Generalized Robust Loss
by: Chen, Yanxi, et al.
Published: (2024)

SAS: Semantic-aware Sampling for Generative Dataset Distillation
by: Li, Mingzhuo, et al.
Published: (2026)

PCM-SAR: Physics-Driven Contrastive Mutual Learning for SAR Classification
by: Wang, Pengfei, et al.
Published: (2025)

Global Pre-fixing, Local Adjusting: A Simple yet Effective Contrastive Strategy for Continual Learning
by: Tang, Jia, et al.
Published: (2025)

Contrastive Learning to Fine-Tune Feature Extraction Models for the Visual Cortex
by: Mulrooney, Alex, et al.
Published: (2024)