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Found 5 papers, 2 papers with code
MetaMix: Meta-state Precision Searcher for Mixed-precision Activation Quantization
Mixed-precision quantization of efficient networks often suffer from activation instability encountered in the exploration of bit selections.
JaxPruner: A concise library for sparsity research
This paper introduces JaxPruner, an open-source JAX-based pruning and sparse training library for machine learning research.
Video-kMaX: A Simple Unified Approach for Online and Near-Online Video Panoptic Segmentation
The meta architecture of the proposed Video-kMaX consists of two components: within clip segmenter (for clip-level segmentation) and cross-clip associater (for association beyond clips).
TubeFormer-DeepLab: Video Mask Transformer
We present TubeFormer-DeepLab, the first attempt to tackle multiple core video segmentation tasks in a unified manner.
NNStreamer: Stream Processing Paradigm for Neural Networks, Toward Efficient Development and Execution of On-Device AI Applications
We propose nnstreamer, a software system that handles neural networks as filters of stream pipelines, applying the stream processing paradigm to neural network applications.
