Sampling to Distill: Knowledge Transfer from Open-World Data
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Yuzheng, Chen, Zhaoyu, Zhang, Jie, Yang, Dingkang, Ge, Zuhao, Liu, Yang, Liu, Siao, Sun, Yunquan, Zhang, Wenqiang, Qi, Lizhe |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts
by: Wang, Yuzheng, et al.
Published: (2024)
by: Wang, Yuzheng, et al.
Published: (2024)
Self-Cooperation Knowledge Distillation for Novel Class Discovery
by: Wang, Yuzheng, et al.
Published: (2024)
by: Wang, Yuzheng, et al.
Published: (2024)
MMARD: Improving the Min-Max Optimization Process in Adversarial Robustness Distillation
by: Wang, Yuzheng, et al.
Published: (2025)
by: Wang, Yuzheng, et al.
Published: (2025)
Towards Context-Aware Emotion Recognition Debiasing from a Causal Demystification Perspective via De-confounded Training
by: Yang, Dingkang, et al.
Published: (2024)
by: Yang, Dingkang, et al.
Published: (2024)
Boosting the Transferability of Adversarial Attacks with Global Momentum Initialization
by: Wang, Jiafeng, et al.
Published: (2022)
by: Wang, Jiafeng, et al.
Published: (2022)
Boosting Adversarial Transferability with Spatial Adversarial Alignment
by: Chen, Zhaoyu, et al.
Published: (2025)
by: Chen, Zhaoyu, et al.
Published: (2025)
EmoScene: A Dual-space Dataset for Controllable Affective Image Generation
by: He, Li, et al.
Published: (2026)
by: He, Li, et al.
Published: (2026)
VLA-Hijack: A Transferable Patch Attack against Vision-Language-Action Models via Visual Proprioception Hijacking
by: Fu, Jiyuan, et al.
Published: (2026)
by: Fu, Jiyuan, et al.
Published: (2026)
Towards Multimodal Sentiment Analysis Debiasing via Bias Purification
by: Yang, Dingkang, et al.
Published: (2024)
by: Yang, Dingkang, et al.
Published: (2024)
Delving into Decision-based Black-box Attacks on Semantic Segmentation
by: Chen, Zhaoyu, et al.
Published: (2024)
by: Chen, Zhaoyu, et al.
Published: (2024)
OpenVIS: Open-vocabulary Video Instance Segmentation
by: Guo, Pinxue, et al.
Published: (2023)
by: Guo, Pinxue, et al.
Published: (2023)
Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities
by: Li, Mingcheng, et al.
Published: (2024)
by: Li, Mingcheng, et al.
Published: (2024)
Synthesizing Near-Boundary OOD Samples for Out-of-Distribution Detection
by: Li, Jinglun, et al.
Published: (2025)
by: Li, Jinglun, et al.
Published: (2025)
Forging a Dynamic Memory: Retrieval-Guided Continual Learning for Generalist Medical Foundation Models
by: Chen, Zizhi, et al.
Published: (2025)
by: Chen, Zizhi, et al.
Published: (2025)
Balance Divergence for Knowledge Distillation
by: Qi, Yafei, et al.
Published: (2025)
by: Qi, Yafei, et al.
Published: (2025)
SKDF: A Simple Knowledge Distillation Framework for Distilling Open-Vocabulary Knowledge to Open-world Object Detector
by: Ma, Shuailei, et al.
Published: (2023)
by: Ma, Shuailei, et al.
Published: (2023)
GenAgent: Scaling Text-to-Image Generation via Agentic Multimodal Reasoning
by: Jiang, Kaixun, et al.
Published: (2026)
by: Jiang, Kaixun, et al.
Published: (2026)
Improving Multimodal Sentiment Analysis via Modality Optimization and Dynamic Primary Modality Selection
by: Yang, Dingkang, et al.
Published: (2025)
by: Yang, Dingkang, et al.
Published: (2025)
Adaptive Reinforcement for Open-ended Medical Reasoning via Semantic-Guided Reward Collapse Mitigation
by: Liu, Yizhou, et al.
Published: (2025)
by: Liu, Yizhou, et al.
Published: (2025)
Active Object Detection with Knowledge Aggregation and Distillation from Large Models
by: Yang, Dejie, et al.
Published: (2024)
by: Yang, Dejie, et al.
Published: (2024)
WPT: World-to-Policy Transfer via Online World Model Distillation
by: Jiang, Guangfeng, et al.
Published: (2025)
by: Jiang, Guangfeng, et al.
Published: (2025)
Adaptive Attention Distillation for Robust Few-Shot Segmentation under Environmental Perturbations
by: Guo, Qianyu, et al.
Published: (2026)
by: Guo, Qianyu, et al.
Published: (2026)
Large Vision-Language Models as Emotion Recognizers in Context Awareness
by: Lei, Yuxuan, et al.
Published: (2024)
by: Lei, Yuxuan, et al.
Published: (2024)
StyDeco: Unsupervised Style Transfer with Distilling Priors and Semantic Decoupling
by: Yang, Yuanlin, et al.
Published: (2025)
by: Yang, Yuanlin, et al.
Published: (2025)
AVS-Net: Point Sampling with Adaptive Voxel Size for 3D Scene Understanding
by: Yang, Hongcheng, et al.
Published: (2024)
by: Yang, Hongcheng, et al.
Published: (2024)
VideoSAM: Open-World Video Segmentation
by: Guo, Pinxue, et al.
Published: (2024)
by: Guo, Pinxue, et al.
Published: (2024)
Boosting Open-Vocabulary Object Detection by Handling Background Samples
by: Zeng, Ruizhe, et al.
Published: (2024)
by: Zeng, Ruizhe, et al.
Published: (2024)
Knowledge Distillation Meets Open-Set Semi-Supervised Learning
by: Yang, Jing, et al.
Published: (2022)
by: Yang, Jing, et al.
Published: (2022)
Interaction-Centric Knowledge Infusion and Transfer for Open-Vocabulary Scene Graph Generation
by: Li, Lin, et al.
Published: (2025)
by: Li, Lin, et al.
Published: (2025)
Knowledge Distillation via Query Selection for Detection Transformer
by: Liu, Yi, et al.
Published: (2024)
by: Liu, Yi, et al.
Published: (2024)
Open-World Human-Object Interaction Detection via Multi-modal Prompts
by: Yang, Jie, et al.
Published: (2024)
by: Yang, Jie, et al.
Published: (2024)
EA-WM: Event-Aware Generative World Model with Structured Kinematic-to-Visual Action Fields
by: Yang, Zhaoyang, et al.
Published: (2026)
by: Yang, Zhaoyang, et al.
Published: (2026)
CAE-DFKD: Bridging the Transferability Gap in Data-Free Knowledge Distillation
by: Zhang, Zherui, et al.
Published: (2025)
by: Zhang, Zherui, et al.
Published: (2025)
Privacy-Preserving Video Anomaly Detection: A Survey
by: Liu, Yang, et al.
Published: (2024)
by: Liu, Yang, et al.
Published: (2024)
KD-DETR: Knowledge Distillation for Detection Transformer with Consistent Distillation Points Sampling
by: Wang, Yu, et al.
Published: (2022)
by: Wang, Yu, et al.
Published: (2022)
OmniFysics: Towards Physical Intelligence Evolution via Omni-Modal Signal Processing and Network Optimization
by: Han, Minghao, et al.
Published: (2026)
by: Han, Minghao, et al.
Published: (2026)
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks
by: Yu, Kairong, et al.
Published: (2025)
by: Yu, Kairong, et al.
Published: (2025)
An Attribute-Enriched Dataset and Auto-Annotated Pipeline for Open Detection
by: Qi, Pengfei, et al.
Published: (2024)
by: Qi, Pengfei, et al.
Published: (2024)
WorldQA: Multimodal World Knowledge in Videos through Long-Chain Reasoning
by: Zhang, Yuanhan, et al.
Published: (2024)
by: Zhang, Yuanhan, et al.
Published: (2024)
MiniVLN: Efficient Vision-and-Language Navigation by Progressive Knowledge Distillation
by: Zhu, Junyou, et al.
Published: (2024)
by: Zhu, Junyou, et al.
Published: (2024)
Similar Items
-
De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts
by: Wang, Yuzheng, et al.
Published: (2024) -
Self-Cooperation Knowledge Distillation for Novel Class Discovery
by: Wang, Yuzheng, et al.
Published: (2024) -
MMARD: Improving the Min-Max Optimization Process in Adversarial Robustness Distillation
by: Wang, Yuzheng, et al.
Published: (2025) -
Towards Context-Aware Emotion Recognition Debiasing from a Causal Demystification Perspective via De-confounded Training
by: Yang, Dingkang, et al.
Published: (2024) -
Boosting the Transferability of Adversarial Attacks with Global Momentum Initialization
by: Wang, Jiafeng, et al.
Published: (2022)