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Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

Conformer with dual-mode chunked attention for joint online and offline ASR INTERSPEECH 2022
How Can a Teacher Make Learning From Sparse Data Softer? Application to Business Relation Extraction EMNLP 2022
Pseudo-spherical Knowledge Distillation IJCAI 2022
Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher COLING 2022
CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge Distillation COLING 2022
Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation ACL 2022
Domain-specific knowledge distillation yields smaller and better models for conversational commerce ACL 2022
Parameter Efficient Transfer Learning for Suicide Attempt and Ideation Detection EMNLP 2022
An Efficient Active Learning Pipeline for Legal Text Classification EMNLP 2022
Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method COLING 2022
F-coref: Fast, Accurate and Easy to Use Coreference Resolution IJCNLP 2022
Cross-Task Knowledge Distillation in Multi-Task Recommendation AAAI 2022
TrustAL: Trustworthy Active Learning Using Knowledge Distillation AAAI 2022
Improving Neural Cross-Lingual Abstractive Summarization via Employing Optimal Transport Distance for Knowledge Distillation AAAI 2022
Samsung R&D Institute Poland Participation in WMT 2022 EMNLP 2022
Plug and Play Knowledge Distillation for kNN-LM with External Logits IJCNLP 2022
Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-Guided Feature Imitation AAAI 2022
Multi-Knowledge Aggregation and Transfer for Semantic Segmentation AAAI 2022
Improving Scene Graph Classification by Exploiting Knowledge from Texts AAAI 2022
Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay AAAI 2022
Too Brittle to Touch: Comparing the Stability of Quantization and Distillation towards Developing Low-Resource MT Models EMNLP 2022
Data-Free Adversarial Knowledge Distillation for Graph Neural Networks IJCAI 2022
Learning Augmented Binary Search Trees ICML 2022
MemSR: Training Memory-efficient Lightweight Model for Image Super-Resolution ICML 2022
ADD: Frequency Attention and Multi-View Based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images AAAI 2022