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Papers
From Coarse to Fine: Enable Comprehensive Graph Self-supervised Learning with Multi-granular Semantic Ensemble
ICML 2024
ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer
ACL 2024
KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students
EMNLP 2024
Knowledge Distillation Based on Transformed Teacher Matching
ICLR 2024
Knowledge Distillation vs. Pretraining from Scratch under a Fixed (Computation) Budget
NAACL 2024
Knowledge Distillation with Auxiliary Variable
ICML 2024
Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL
EMNLP 2024
Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification
CVPR 2024
Logit Standardization in Knowledge Distillation
CVPR 2024
Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic Segmentation
ECCV 2024
MoDE-CoTD: Chain-of-Thought Distillation for Complex Reasoning Tasks with Mixture of Decoupled LoRA-Experts
COLING 2024
Over-parameterized Student Model via Tensor Decomposition Boosted Knowledge Distillation
NeurIPS 2024
PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs
ACL 2024
Revisiting Knowledge Distillation for Autoregressive Language Models
ACL 2024
Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency
ECCV 2024
Teaching-Assistant-in-the-Loop: Improving Knowledge Distillation from Imperfect Teacher Models in Low-Budget Scenarios
ACL 2024
Trace-of-Thought Prompting: Investigating Prompt-Based Knowledge Distillation Through Question Decomposition
ACL 2024
Understanding the Role of the Projector in Knowledge Distillation
AAAI 2024
Using Early Readouts To Mediate Featural Bias in Distillation
WACV 2024
When Babies Teach Babies: Can student knowledge sharing outperform Teacher-Guided Distillation on small datasets?
CoNLL 2024
Adaptive Contrastive Knowledge Distillation for BERT Compression
ACL 2023
Adversarial Local Distribution Regularization for Knowledge Distillation
WACV 2023
Boosting Accuracy and Robustness of Student Models via Adaptive Adversarial Distillation
CVPR 2023
Collaborative Multi-Teacher Knowledge Distillation for Learning Low Bit-Width Deep Neural Networks
WACV 2023
Cost-effective Distillation of Large Language Models
ACL 2023