No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations
–Neural Information Processing Systems
The resulting features are evaluated on k-nearest neighbor classification over 11 datasets from vision, 5 from natural language processing, and 2 from audio.
Neural Information Processing Systems
Feb-8-2026, 21:46:35 GMT
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- Research Report > New Finding (1.00)
- Industry:
- Education (0.46)
- Technology:
- Information Technology
- Artificial Intelligence
- Machine Learning
- Neural Networks > Deep Learning (0.93)
- Statistical Learning > Nearest Neighbor Methods (0.70)
- Natural Language (1.00)
- Representation & Reasoning (1.00)
- Vision (1.00)
- Machine Learning
- Data Science > Data Mining (1.00)
- Sensing and Signal Processing > Image Processing (1.00)
- Artificial Intelligence
- Information Technology