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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

OGP-Net: Optical Guidance Meets Pixel-Level Contrastive Distillation for Robust Multi-Modal and Missing Modality Segmentation AAAI 2025
Fine-Tuned Thoughts: Leveraging Chain-of-Thought Reasoning for Industrial Asset Health Monitoring EMNLP 2025
AVQACL: A Novel Benchmark for Audio-Visual Question Answering Continual Learning CVPR 2025
CEMIL: Contextual Attention Based Efficient Weakly Supervised Approach for Histopathology Image Classification WACV 2025
Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning ACL 2025
daDPO: Distribution-Aware DPO for Distilling Conversational Abilities ACL 2025
TaoAvatar: Real-Time Lifelike Full-Body Talking Avatars for Augmented Reality via 3D Gaussian Splatting CVPR 2025
Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning AAAI 2025
Can LVLMs Obtain a Driver’s License? A Benchmark Towards Reliable AGI for Autonomous Driving AAAI 2025
3D Annotation-Free Learning by Distilling 2D Open-Vocabulary Segmentation Models for Autonomous Driving AAAI 2025
ACAM-KD: Adaptive and Cooperative Attention Masking for Knowledge Distillation ICCV 2025
Debiased Distillation for Consistency Regularization AAAI 2025
Modal Feature Optimization Network with Prompt for Multimodal Sentiment Analysis COLING 2025
3DM: Distill, Dynamic Drop, and Merge for Debiasing Multi-modal Large Language Models ACL 2025
FedCPD:Personalized Federated Learning with Prototype-Enhanced Representation and Memory Distillation IJCAI 2025
GCD: Advancing Vision-Language Models for Incremental Object Detection via Global Alignment and Correspondence Distillation AAAI 2025
FIND: Few-Shot Anomaly Inspection with Normal-Only Multi-Modal Data ICCV 2025
LVPTrack: High Performance Domain Adaptive UAV Tracking with Label Aligned Visual Prompt Tuning AAAI 2025
The Gemma Sutras: Fine-Tuning Gemma 3 for Sanskrit Sandhi Splitting EMNLP 2025
DASK: Distribution Rehearsing via Adaptive Style Kernel Learning for Exemplar-Free Lifelong Person Re-Identification AAAI 2025
On the Analysis and Distillation of Emergent Outlier Properties in Pre-trained Language Models NAACL 2025
PISCO: Pretty Simple Compression for Retrieval-Augmented Generation ACL 2025
Prototypical Replay with Old-class Focusing Knowledge Distillation for Incremental Named Entity Recognition AAAI 2025
Dual Information Purification for Lightweight SAR Object Detection AAAI 2025
Controlling Equational Reasoning in Large Language Models with Prompt Interventions AAAI 2025