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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

Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation ACL 2025
3DM: Distill, Dynamic Drop, and Merge for Debiasing Multi-modal Large Language Models ACL 2025
daDPO: Distribution-Aware DPO for Distilling Conversational Abilities ACL 2025
VL2Lite: Task-Specific Knowledge Distillation from Large Vision-Language Models to Lightweight Networks CVPR 2025
Closest Neighbors are Harmful for Lightweight Masked Auto-encoders CVPR 2025
One-Way Ticket: Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models CVPR 2025
Turbo2K: Towards Ultra-Efficient and High-Quality 2K Video Synthesis ICCV 2025
LightBSR: Towards Lightweight Blind Super-Resolution via Discriminative Implicit Degradation Representation Learning ICCV 2025
Retaining Knowledge and Enhancing Long-Text Representations in CLIP through Dual-Teacher Distillation CVPR 2025
Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D Motion CVPR 2025
Multi-Sense Embeddings for Language Models and Knowledge Distillation ACL 2025
TurboFill: Adapting Few-step Text-to-image Model for Fast Image Inpainting CVPR 2025
Detail-Preserving Latent Diffusion for Stable Shadow Removal CVPR 2025
Scaling Down Text Encoders of Text-to-Image Diffusion Models CVPR 2025
PAP2PAT: Benchmarking Outline-Guided Long-Text Patent Generation with Patent-Paper Pairs ACL 2025
KOEnsAttack: Towards Efficient Data-Free Black-Box Adversarial Attacks via Knowledge-Orthogonalized Substitute Ensembles ICCV 2025
See Further When Clear: Curriculum Consistency Model CVPR 2025
FADA: Fast Diffusion Avatar Synthesis with Mixed-Supervised Multi-CFG Distillation CVPR 2025
Boosting LLM Translation Skills without General Ability Loss via Rationale Distillation ACL 2025
Reinforced Multi-teacher Knowledge Distillation for Efficient General Image Forgery Detection and Localization AAAI 2025
DCSF-KD: Dynamic Channel-wise Spatial Feature Knowledge Distillation for Object Detection AAAI 2025
Synthetic Data is an Elegant GIFT for Continual Vision-Language Models CVPR 2025
CROSSAGENTIE: Cross-Type and Cross-Task Multi-Agent LLM Collaboration for Zero-Shot Information Extraction ACL 2025
PISCO: Pretty Simple Compression for Retrieval-Augmented Generation ACL 2025
Learning Occlusion-Robust Vision Transformers for Real-Time UAV Tracking CVPR 2025