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Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

Exploring Self- and Cross-Triplet Correlations for Human-Object Interaction Detection AAAI 2024
Reinforced Cross-Domain Knowledge Distillation on Time Series Data NIPS 2024
DDViT: Double-Level Fusion Domain Adapter Vision Transformer (Student Abstract) AAAI 2024
Training a Better Chinese Spelling Correction Model via Prior-knowledge Guided Teacher ACL 2024
DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection AAAI 2024
Efficient Audio Captioning with Encoder-Level Knowledge Distillation INTERSPEECH 2024
Knowledge Distillation from Single-Task Teachers to Multi-Task Student for End-to-End Autonomous Driving AAAI 2024
Understanding the Role of the Projector in Knowledge Distillation AAAI 2024
HiFi-Gas: Hierarchical Federated Learning Incentive Mechanism Enhanced Gas Usage Estimation AAAI 2024
Leveraging Imagery Data with Spatial Point Prior for Weakly Semi-supervised 3D Object Detection AAAI 2024
SimDistill: Simulated Multi-Modal Distillation for BEV 3D Object Detection AAAI 2024
CTC-based Non-autoregressive Textless Speech-to-Speech Translation ACL 2024
Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models AAAI 2024
PRVAE-VC2: Non-Parallel Voice Conversion by Distillation of Speech Representations INTERSPEECH 2024
SAM-Guided Masked Token Prediction for 3D Scene Understanding NIPS 2024
Self-Supervised Learning with Multi-Head Multi-Mode Knowledge Distillation for Speaker Verification INTERSPEECH 2024
Cloud Object Detector Adaptation by Integrating Different Source Knowledge NIPS 2024
Knowledge Distillation in Federated Learning: A Practical Guide IJCAI 2024
Enhancing Low-Resource NMT with a Multilingual Encoder and Knowledge Distillation: A Case Study ACL 2024
A Dynamic GCN with Cross-Representation Distillation for Event-Based Learning AAAI 2024
How to Trade Off the Quantity and Capacity of Teacher Ensemble: Learning Categorical Distribution to Stochastically Employ a Teacher for Distillation AAAI 2024
Expediting Contrastive Language-Image Pretraining via Self-Distilled Encoders AAAI 2024
Sentence-wise Speech Summarization: Task, Datasets, and End-to-End Modeling with LM Knowledge Distillation INTERSPEECH 2024
Knowledge boosting during low-latency inference INTERSPEECH 2024
Prompting Large Language Models with Audio for General-Purpose Speech Summarization INTERSPEECH 2024