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knowledge distillation

4,137 papers

KD

Papers

Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge Distillation EMNLP 2023 Towards Better Entity Linking with Multi-View Enhanced Distillation ACL 2023 Towards Efficient Pre-Trained Language Model via Feature Correlation Distillation NeurIPS 2023 Towards Fewer Hallucinations in Knowledge-Grounded Dialogue Generation via Augmentative and Contrastive Knowledge-Dialogue ACL 2023 Towards Higher Pareto Frontier in Multilingual Machine Translation ACL 2023 Towards Practical Plug-and-Play Diffusion Models CVPR 2023 Towards Robust Pruning: An Adaptive Knowledge-Retention Pruning Strategy for Language Models EMNLP 2023 Towards Understanding and Improving Knowledge Distillation for Neural Machine Translation ACL 2023 Towards Understanding Ensemble Distillation in Federated Learning ICML 2023 Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning ICLR 2023 TripLe: Revisiting Pretrained Model Reuse and Progressive Learning for Efficient Vision Transformer Scaling and Searching ICCV 2023 Triplet-Free Knowledge-Guided Response Generation ACL 2023 TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models EMNLP 2023 Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023 UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers EMNLP 2023 UGC: Unified GAN Compression for Efficient Image-to-Image Translation ICCV 2023 Understand and Modularize Generator Optimization in ELECTRA-style Pretraining ICML 2023 Understanding Self-Distillation in the Presence of Label Noise ICML 2023 Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits ICML 2023 Understanding the Effect of Model Compression on Social Bias in Large Language Models EMNLP 2023 Understanding the Role of Mixup in Knowledge Distillation: An Empirical Study WACV 2023 UniDistill: A Universal Cross-Modality Knowledge Distillation Framework for 3D Object Detection in Bird's-Eye View CVPR 2023 Unified Data-Free Compression: Pruning and Quantization without Fine-Tuning ICCV 2023 UniKD: Universal Knowledge Distillation for Mimicking Homogeneous or Heterogeneous Object Detectors ICCV 2023 Unsupervised Adaptation with Quality-Aware Masking to Improve Target-Speaker Voice Activity Detection for Speaker Diarization Interspeech 2023