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knowledge distillation

3680 papers

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Also known as

CD DMD LORA KL DNA SELF-DISTILLATION TKD NBOD AD KD AOTD KI GID FD MKD SEQKD

Co-occurring keywords

model compression (3283) large language model (12755) transfer learning (5442) domain adaptation (4578) representation learning (6174) neural network (6616) language model (4573) continual learning (1164) catastrophic forgetting (939) contrastive learning (3979)

Papers

LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models EMNLP 2024
SARCAT: Generative Span-Act Guided Response Generation using Copy-enhanced Target Augmentation EMNLP 2024
Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion EMNLP 2024
PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation CVPR 2024
A Versatile Framework for Continual Test-Time Domain Adaptation: Balancing Discriminability and Generalizability CVPR 2024
Active Object Detection with Knowledge Aggregation and Distillation from Large Models CVPR 2024
Weak-to-Strong 3D Object Detection with X-Ray Distillation CVPR 2024
Incremental Nuclei Segmentation from Histopathological Images via Future-class Awareness and Compatibility-inspired Distillation CVPR 2024
MV-Adapter: Multimodal Video Transfer Learning for Video Text Retrieval CVPR 2024
Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training CVPR 2024
Efficient Multitask Dense Predictor via Binarization CVPR 2024
Learning Background Prompts to Discover Implicit Knowledge for Open Vocabulary Object Detection CVPR 2024
RadarDistill: Boosting Radar-based Object Detection Performance via Knowledge Distillation from LiDAR Features CVPR 2024
Scene-adaptive and Region-aware Multi-modal Prompt for Open Vocabulary Object Detection CVPR 2024
LiSA: LiDAR Localization with Semantic Awareness CVPR 2024
CRKD: Enhanced Camera-Radar Object Detection with Cross-modality Knowledge Distillation CVPR 2024
Aligning Logits Generatively for Principled Black-Box Knowledge Distillation CVPR 2024
Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identification CVPR 2024
PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor CVPR 2024
PartDistill: 3D Shape Part Segmentation by Vision-Language Model Distillation CVPR 2024
FairRAG: Fair Human Generation via Fair Retrieval Augmentation CVPR 2024
Text-Enhanced Data-free Approach for Federated Class-Incremental Learning CVPR 2024
On the Road to Portability: Compressing End-to-End Motion Planner for Autonomous Driving CVPR 2024
One-step Diffusion with Distribution Matching Distillation CVPR 2024
MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training CVPR 2024