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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

Iterative Structured Knowledge Distillation: Optimizing Language Models Through Layer-by-Layer Distillation COLING 2025
QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval COLING 2025
TinyThinker: Distilling Reasoning through Coarse-to-Fine Knowledge Internalization with Self-Reflection NAACL 2025
Self-Evolution Knowledge Distillation for LLM-based Machine Translation COLING 2025
RUIE: Retrieval-based Unified Information Extraction using Large Language Model COLING 2025
MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning COLING 2025
MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling ICCV 2025
Exploiting Label Skewness for Spiking Neural Networks in Federated Learning IJCAI 2025
ResidualViT for Efficient Temporally Dense Video Encoding ICCV 2025
Edge-free but Structure-aware: Prototype-Guided Knowledge Distillation from GNNs to MLPs COLING 2025
Investigating Hallucinations in Simultaneous Machine Translation: Knowledge Distillation Solution and Components Analysis NAACL 2025
What to Distill? Fast Knowledge Distillation with Adaptive Sampling ICCV 2025
Connecting Giants: Synergistic Knowledge Transfer of Large Multimodal Models for Few-Shot Learning IJCAI 2025
VRM: Knowledge Distillation via Virtual Relation Matching ICCV 2025
Improving SAM for Camouflaged Object Detection via Dual Stream Adapters ICCV 2025
KULFi Framework: Knowledge Utilization for Optimizing Large Language Models for Financial Causal Reasoning COLING 2025
Knowledge Distillation with Refined Logits ICCV 2025
Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation COLING 2025
Knowledge Distillation for Learned Image Compression ICCV 2025
Bridging the Gap: Efficient Cross-Lingual NER in Low-Resource Financial Domain COLING 2025
Task-Aware Prompt Gradient Projection for Parameter-Efficient Tuning Federated Class-Incremental Learning ICCV 2025
SALE-MLP: Structure Aware Latent Embeddings for GNN to Graph-free MLP Distillation IJCAI 2025
Just KIDDIN’ : Knowledge Infusion and Distillation for Detection of INdecent Memes ACL 2025
FADA: Fast Diffusion Avatar Synthesis with Mixed-Supervised Multi-CFG Distillation CVPR 2025
LightBSR: Towards Lightweight Blind Super-Resolution via Discriminative Implicit Degradation Representation Learning ICCV 2025