2 papers
cs.LG2026
Continual Learning for Food Category Classification Dataset: Enhancing Model Adaptability and Performance
Piyush Kaushik Bhattacharyya, Devansh Tomar, Shubham Mishra +6
Conventional machine learning pipelines often struggle to recognize categories absent from the original trainingset. This gap typically reduces accuracy, as fixed datasets rarely c…
cs.CV2025
Small Vision-Language Models: A Survey on Compact Architectures and Techniques
Nitesh Patnaik, Navdeep Nayak, Himani Bansal Agrawal +6
The emergence of small vision-language models (sVLMs) marks a critical advancement in multimodal AI, enabling efficient processing of visual and textual data in resource-constraine…