18 citations · 63 across the 11 of their papers we have counts for
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cs.LG2020★ 6 cited
Automatic Recall Machines: Internal Replay, Continual Learning and the Brain
Xu Ji, Joao Henriques, Tinne Tuytelaars +1
Replay in neural networks involves training on sequential data with memorized samples, which counteracts forgetting of previous behavior caused by non-stationarity. We present a me…
cs.CV2020
There and Back Again: Revisiting Backpropagation Saliency Methods
Sylvestre-Alvise Rebuffi, Ruth Fong, Xu Ji +1
Saliency methods seek to explain the predictions of a model by producing an importance map across each input sample. A popular class of such methods is based on backpropagating a s…