Martyna Poreba

Achieving fully integer-only inference for lightweight detection transformers could revolutionize their deployment in resource-constrained environments.

Quantization errors in speech enhancement models can be largely mitigated by robust spatial filtering, enabling efficient deployment on low-resource devices.

Forget attention scores – SVD reveals the true VIP tokens for efficient vision-language processing, even at extreme pruning ratios.