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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances CVPR 2025
Masking meets Supervision: A Strong Learning Alliance CVPR 2025
Boosting Point-Supervised Temporal Action Localization through Integrating Query Reformation and Optimal Transport CVPR 2025
Selective Contrastive Learning for Weakly Supervised Affordance Grounding ICCV 2025
NegRefine: Refining Negative Label-Based Zero-Shot OOD Detection ICCV 2025
DViN: Dynamic Visual Routing Network for Weakly Supervised Referring Expression Comprehension CVPR 2025
DiffDoctor: Diagnosing Image Diffusion Models Before Treating ICCV 2025
Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning ICCV 2025
Weakly Supervised Visible-Infrared Person Re-Identification via Heterogeneous Expert Collaborative Consistency Learning ICCV 2025
Meta-Learning Dynamic Center Distance: Hard Sample Mining for Learning with Noisy Labels ICCV 2025
HiERO: Understanding the Hierarchy of Human Behavior Enhances Reasoning on Egocentric Videos ICCV 2025
Closed-Loop Transfer for Weakly-supervised Affordance Grounding ICCV 2025
AD4CD: Causal-Guided Anomaly Detection for Enhancing Cognitive Diagnosis AAAI 2025
A Disaggregated Dataset on English Offensiveness Containing Spans EMNLP 2025
Weak Ensemble Learning from Multiple Annotators for Subjective Text Classification EMNLP 2025
Aligning NLP Models with Target Population Perspectives using PAIR: Population-Aligned Instance Replication EMNLP 2025
LPI-RIT at LeWiDi-2025: Improving Distributional Predictions via Metadata and Loss Reweighting with DisCo EMNLP 2025
M-Help: Using Social Media Data to Detect Mental Health Help-Seeking Signals EMNLP 2025
Hard Negatives, Hard Lessons: Revisiting Training Data Quality for Robust Information Retrieval with LLMs EMNLP 2025
BehaviorSFT: Behavioral Token Conditioning for Health Agents Across the Proactivity Spectrum EMNLP 2025
Token-Level Metrics for Detecting Incorrect Gold Annotations in Named Entity Recognition EMNLP 2025
Measuring scalar constructs in social science with LLMs EMNLP 2025
LimRank: Less is More for Reasoning-Intensive Information Reranking EMNLP 2025
WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification EMNLP 2025
M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models EMNLP 2025