When W4A4 Breaks Camouflaged Object Detection: Token-Group Dual-Constraint Activation Quantization
arXiv:2604.16855v1 Announce Type: new
Abstract: Camouflaged object detection (COD) segments objects that intentionally blend with the background, so predictions depend on subtle texture and boundary cues. COD is often needed under tight on-device memo…