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Papers
AI4PC-Howard University at SemEval-2026 Task 9: Evaluating Teacher-Student Weak Supervision and Direct LLM Prompting for Multilingual Political Polarization Detection
SemEval 2026
Calibration-Aware Semi-Supervised Fetal Head Segmentation with Boundary-Positive Contrast
MIDL 2026
Lesion-Aware Reconstruction with Principal Network: Enhancing Pseudo-Label Reliability in Semi-Supervised Clinical Lesion Detection
MIDL 2026
ReGATE: Learning Faster and Better with Fewer Tokens in MLLMs
ACL 2026
RSOD: Reliability-Guided Sonar Image Object Detection with Extremely Limited Labels
AAAI 2026
Sylloscope at SemEval-2026 Task 11: Decoupling Logic from Belief via DeepSeek-Enhanced Distillation in Qwen Models
SemEval 2026
Towards Robust Multi-Modal Semantic Segmentation with Teacher-Student Framework and Hybrid Prototype Distillation
CVPR 2026
CoDTS: Enhancing Sparsely Supervised Collaborative Perception with a Dual Teacher-Student Framework
AAAI 2025
DualNet: Robust Self-Supervised Stereo Matching with Pseudo-Label Supervision
AAAI 2025
Harmonious Minds: Benchmarking Intertwined Reasoning of Human Personality and Musical Preference
IJCNLP 2025
HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous Driving
CVPR 2025
In-context Learning Demonstration Generation with Text Distillation
IJCAI 2025
Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets
WACV 2025
Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation
ACL 2025
S4M: Boosting Semi-Supervised Instance Segmentation with SAM
ICCV 2025
Self Knowledge-Tracing for Tool Use (SKT-Tool): Helping LLM Agents Understand Their Capabilities in Tool Use
NAACL 2025
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning
CVPR 2025
A Neural Network Approach for Efficiently Answering Most Probable Explanation Queries in Probabilistic Models
NeurIPS 2024
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery
NeurIPS 2024
Learn How to See: Collaborative Embodied Learning for Object Detection and Camera Adjusting
AAAI 2024
Leveraging Imagery Data with Spatial Point Prior for Weakly Semi-supervised 3D Object Detection
AAAI 2024
Mentored Learning: Improving Generalization and Convergence of Student Learner
JMLR 2024
NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction
AAAI 2024
Prophecy Distillation for Boosting Abstractive Summarization
COLING 2024
ProtGO: Function-Guided Protein Modeling for Unified Representation Learning
NeurIPS 2024