#Efficiency Optimization
Latest news articles tagged with "Efficiency Optimization". Follow the timeline of events, related topics, and entities.
Articles (5)
-
🇺🇸 Unified Spatio-Temporal Token Scoring for Efficient Video VLMs
[USA]
arXiv:2603.18004v1 Announce Type: cross Abstract: Token pruning is essential for enhancing the computational efficiency of vision-language models (VLMs), particularly for video-based tasks where temp...
Related: #Video AI -
🇺🇸 OPERA: Online Data Pruning for Efficient Retrieval Model Adaptation
[USA]
arXiv:2603.17205v1 Announce Type: cross Abstract: Domain-specific finetuning is essential for dense retrievers, yet not all training pairs contribute equally to the learning process. We introduce OPE...
Related: #Machine Learning -
🇺🇸 Post Training Quantization for Efficient Dataset Condensation
[USA]
arXiv:2603.13346v1 Announce Type: cross Abstract: Dataset Condensation (DC) distills knowledge from large datasets into smaller ones, accelerating training and reducing storage requirements. However,...
Related: #Machine Learning -
🇺🇸 DART: Input-Difficulty-AwaRe Adaptive Threshold for Early-Exit DNNs
[USA]
arXiv:2603.12269v1 Announce Type: cross Abstract: Early-exit deep neural networks enable adaptive inference by terminating computation when sufficient confidence is achieved, reducing cost for edge A...
Related: #Machine Learning -
🇺🇸 MedPruner: Training-Free Hierarchical Token Pruning for Efficient 3D Medical Image Understanding in Vision-Language Models
[USA]
arXiv:2603.11625v1 Announce Type: cross Abstract: While specialized Medical Vision-Language Models (VLMs) have achieved remarkable success in interpreting 2D and 3D medical modalities, their deployme...
Related: #Medical AI
Key Entities (3)
- Machine learning (1 news)
- OPERA experiment (1 news)
- Dart (1 news)
About the topic: Efficiency Optimization
The topic "Efficiency Optimization" aggregates 5+ news articles from various countries.