teacher-student learning

SeFAR: Semi-supervised Fine-grained Action Recognition with Temporal Perturbation and Learning Stabilization AAAI 2025 Semantic Segmentation on Raindrop Degraded Images Using Two-Stage Dual Teacher-Student Learning AAAI 2025 Staged Knowledge Distillation Through Least-to-Most Prompting: Optimizing Teacher Guidance via Difficulty-Aware Training EMNLP 2025 ToDi: Token-wise Distillation via Fine-Grained Divergence Control EMNLP 2025 Towards the Law of Capacity Gap in Distilling Language Models ACL 2025 VRM: Knowledge Distillation via Virtual Relation Matching ICCV 2025 Adaptive teaching in heterogeneous agents: Balancing surprise in sparse reward scenarios L4DC 2024 A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge Distillation ICLR 2024 An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements ACL 2024 Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models? EMNLP 2024 Choosy Babies Need One Coach: Inducing Mode-Seeking Behavior in BabyLlama with Reverse KL Divergence CoNLL 2024 Cooperative Knowledge Distillation: A Learner Agnostic Approach AAAI 2024 D3T: Distinctive Dual-Domain Teacher Zigzagging Across RGB-Thermal Gap for Domain-Adaptive Object Detection CVPR 2024 Dual-teacher Knowledge Distillation for Low-frequency Word Translation EMNLP 2024 EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning EMNLP 2024 End-to-End Video Semantic Segmentation in Adverse Weather using Fusion Blocks and Temporal-Spatial Teacher-Student Learning NeurIPS 2024 Improve Student’s Reasoning Generalizability through Cascading Decomposed CoTs Distillation EMNLP 2024 Improving Noise Robustness in Self-supervised Pre-trained Model for Speaker Verification Interspeech 2024 Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning ACL 2024 ISP-Teacher:Image Signal Process with Disentanglement Regularization for Unsupervised Domain Adaptive Dark Object Detection AAAI 2024 Label Attentive Distillation for GNN-Based Graph Classification AAAI 2024 Making Sentence Embeddings Robust to User-Generated Content COLING 2024 Mentored Learning: Improving Generalization and Convergence of Student Learner JMLR 2024 MiniLLM: Knowledge Distillation of Large Language Models ICLR 2024 Performance-Guided LLM Knowledge Distillation for Efficient Text Classification at Scale EMNLP 2024