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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

G2D: Boosting Multimodal Learning with Gradient-Guided Distillation ICCV 2025
All You Need in Knowledge Distillation Is a Tailored Coordinate System AAAI 2025
VLsI: Verbalized Layers-to-Interactions from Large to Small Vision Language Models CVPR 2025
Proactive Guidance of Multi-Turn Conversation in Industrial Search ACL 2025
EdgeTAM: On-Device Track Anything Model CVPR 2025
Learning to vary: Teaching LMs to reproduce human linguistic variability in next-word prediction EMNLP 2025
The Gemma Sutras: Fine-Tuning Gemma 3 for Sanskrit Sandhi Splitting EMNLP 2025
Findings of the WMT 2025 Shared Task on Model Compression: Early Insights on Compressing LLMs for Machine Translation EMNLP 2025
Vicomtech@WMT 2025: Evolutionary Model Compression for Machine Translation EMNLP 2025
Shy-hunyuan-MT at WMT25 General Machine Translation Shared Task EMNLP 2025
V.I.P. : Iterative Online Preference Distillation for Efficient Video Diffusion Models ICCV 2025
Large Language Model Meets Graph Neural Network in Knowledge Distillation AAAI 2025
ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression AAAI 2025
Multi-Level Optimal Transport for Universal Cross-Tokenizer Knowledge Distillation on Language Models AAAI 2025
Pruning Large Language Models with Semi-Structural Adaptive Sparse Training AAAI 2025
ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction AAAI 2025
BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models AAAI 2025
Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing AAAI 2025
Scaffold-BPE: Enhancing Byte Pair Encoding for Large Language Models with Simple and Effective Scaffold Token Removal AAAI 2025
On the Generalization vs Fidelity Paradox in Knowledge Distillation ACL 2025
C2KD: Cross-layer and Cross-head Knowledge Distillation for Small Language Model-based Recommendation ACL 2025
Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models ACL 2025
Prototypical Replay with Old-class Focusing Knowledge Distillation for Incremental Named Entity Recognition AAAI 2025
Controlling Equational Reasoning in Large Language Models with Prompt Interventions AAAI 2025
Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition AACL 2025