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Knowledge Distillation

623 directly classified papers

Papers per year

Papers

Empowering Persuasion Detection in Slavic Texts through Two-Stage Generative Reasoning ACL 2025
Federated Low-Rank Adaptation for Foundation Models: A Survey IJCAI 2025
DART: Distilling Autoregressive Reasoning to Silent Thought EMNLP 2025
Co-Progression Knowledge Distillation with Knowledge Prototype for Industrial Anomaly Detection AAAI 2025
L4: Mutual Learning Helps Lifelong Language Learning EMNLP 2025
A Good Teacher Adapts Their Knowledge for Distillation ICCV 2025
Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration AAAI 2025
Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning CVPR 2025
FOCUS: Towards Universal Foreground Segmentation AAAI 2025
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation ICCV 2025
Adversarial Distribution Matching for Diffusion Distillation Towards Efficient Image and Video Synthesis ICCV 2025
Inference-Time Diffusion Model Distillation ICCV 2025
LiON-LoRA: Rethinking LoRA Fusion to Unify Controllable Spatial and Temporal Generation for Video Diffusion ICCV 2025
LLaVA-KD: A Framework of Distilling Multimodal Large Language Models ICCV 2025
AnnofreeOD: Detecting All Classes at Low Frame Rates Without Human Annotations ICCV 2025
From Holistic to Localized: Local Enhanced Adapters for Efficient Visual Instruction Fine-Tuning ICCV 2025
Photolithography Overlay Map Generation with Implicit Knowledge Distillation Diffusion Transformer ICCV 2025
DuoLoRA : Cycle-consistent and Rank-disentangled Content-Style Personalization ICCV 2025
Momentum-GS: Momentum Gaussian Self-Distillation for High-Quality Large Scene Reconstruction ICCV 2025
PartField: Learning 3D Feature Fields for Part Segmentation and Beyond ICCV 2025
Lark: Low-Rank Updates After Knowledge Localization for Few-shot Class-Incremental Learning ICCV 2025
FIND: Few-Shot Anomaly Inspection with Normal-Only Multi-Modal Data ICCV 2025
Knowledge Distillation with Refined Logits ICCV 2025
Knowledge Distillation for Learned Image Compression ICCV 2025
Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge EMNLP 2025