Quantization News
The latest Quantization coverage curated for game developers.
Clustered Codebook Quantization for 2D Gaussian-based Image Compression
A new image-compression method for 2D Gaussian representations cuts bitrate by about 20% while keeping visual quality on par. Cluster-Guided Vector Quantization groups similar Gaussian parameters before quantization, improving rate-distortion …
Research
arXiv cs.GR
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2 months, 2 weeks ago
AI Level of Detail: Distance-Aware ML Model Precision Selection for Real-Time Human Motion Prediction in Games
A new arXiv paper argues that AI animation can use the same idea as mesh LOD: switch model precision by camera distance. It tests FP32, FP16, and INT8 ONNX Runtime …
Research
arXiv cs.GR
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3 months, 2 weeks ago
Quantized Keys Steal Attention: Bias Correction for KV-Cache Compression in Video Diffusion
A new paper says INT2 KV-cache quantization in chunked video diffusion can quietly bias attention, making cached keys “steal” mass from the current chunk. The authors correct that Jensen bias …
Research
arXiv cs.GR
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4 months ago