2 papers
cs.LG2025
Reshaping the Forward-Forward Algorithm with a Similarity-Based Objective
James Gong, Raymond Luo, Emma Wang +4
Backpropagation is the pivotal algorithm underpinning the success of artificial neural networks, yet it has critical limitations such as biologically implausible backward locking a…
cs.CV2024
Invisible Watermarks: Attacks and Robustness
Dongjun Hwang, Sungwon Woo, Tom Gao +2
As Generative AI continues to become more accessible, the case for robust detection of generated images in order to combat misinformation is stronger than ever. Invisible watermark…