COD-TDQ uses token-group scaling and dual-constraint projection to fix 4-bit activation quantization for camouflaged object detection, delivering more than 0.12 higher Sα scores than prior methods on four benchmarks without retraining.
Engineering Applications of Artificial Intelligence153, 110771 (2025)
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When W4A4 Breaks Camouflaged Object Detection: Token-Group Dual-Constraint Activation Quantization
COD-TDQ uses token-group scaling and dual-constraint projection to fix 4-bit activation quantization for camouflaged object detection, delivering more than 0.12 higher Sα scores than prior methods on four benchmarks without retraining.