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knowledge distillation

3725 papers

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Also known as

KD

Co-occurring keywords

model compression (3302) large language model (13587) transfer learning (5449) domain adaptation (4595) representation learning (6206) neural network (6616) language model (4599) catastrophic forgetting (958) continual learning (1181) contrastive learning (4032)

Papers

On-the-fly Denoising for Data Augmentation in Natural Language Understanding EACL 2024
Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models NIPS 2024
Multistep Distillation of Diffusion Models via Moment Matching NIPS 2024
Scalable and Domain-General Abstractive Proposition Segmentation EMNLP 2024
PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning IJCAI 2024
CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment ACL 2024
Collaborative Learning across Heterogeneous Systems with Pre-Trained Models AAAI 2024
Improved Techniques for Quantizing Deep Networks With Adaptive Bit-Widths WACV 2024
Hypernetwork-Assisted Parameter-Efficient Fine-Tuning with Meta-Knowledge Distillation for Domain Knowledge Disentanglement NAACL 2024
AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models NIPS 2024
TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration NIPS 2024
Voxel Proposal Network via Multi-Frame Knowledge Distillation for Semantic Scene Completion NIPS 2024
One-shot Federated Learning via Synthetic Distiller-Distillate Communication NIPS 2024
CIFD: Controlled Information Flow to Enhance Knowledge Distillation NIPS 2024
FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification NIPS 2024
CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen AAAI 2024
RadOcc: Learning Cross-Modality Occupancy Knowledge through Rendering Assisted Distillation AAAI 2024
Geometry Awakening: Cross-Geometry Learning Exhibits Superiority over Individual Structures NIPS 2024
S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning NIPS 2024
FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Discrepancy-Aware Aggregation NIPS 2024
Unlocking the Potential of Global Human Expertise NIPS 2024
SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion NIPS 2024
EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models NIPS 2024
Cross-Device Collaborative Test-Time Adaptation NIPS 2024
VeXKD: The Versatile Integration of Cross-Modal Fusion and Knowledge Distillation for 3D Perception NIPS 2024