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.
IEEE Transactions on Pattern Analysis and Machine Intelligence46(12), 10362–10374 (2024)
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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.