373 citations · 1.1k across the 25 of their papers we have counts for
4 papers · 1 filter
Speech Recognition and Multi-Speaker Diarization of Long Conversations
Huanru Henry Mao, Shuyang Li, Julian McAuley +1
Speech recognition (ASR) and speaker diarization (SD) models have traditionally been trained separately to produce rich conversation transcripts with speaker labels. Recent advance…
Generating Rationales in Visual Question Answering
Hammad A. Ayyubi, Md. Mehrab Tanjim, Julian J. McAuley +1
Despite recent advances in Visual QuestionAnswering (VQA), it remains a challenge todetermine how much success can be attributedto sound reasoning and comprehension ability.We seek…
ReZero is All You Need: Fast Convergence at Large Depth
Thomas Bachlechner, Bodhisattwa Prasad Majumder, Huanru Henry Mao +2
Deep networks often suffer from vanishing or exploding gradients due to inefficient signal propagation, leading to long training times or convergence difficulties. Various architec…
Deflecting Adversarial Attacks
Yao Qin, Nicholas Frosst, Colin Raffel +2
There has been an ongoing cycle where stronger defenses against adversarial attacks are subsequently broken by a more advanced defense-aware attack. We present a new approach towar…