373 citations · 1.1k across the 25 of their papers we have counts for
29 papers
Monkey Perceptogram: Reconstructing Visual Representation and Presumptive Neural Preference from Monkey Multi-electrode Arrays
Teng Fei, Srinivas Ravishankar, Hoko Nakada +5
Understanding how the primate brain transforms complex visual scenes into coherent perceptual experiences remains a central challenge in neuroscience. Here, we present a comprehens…
Multimodal Wildland Fire Smoke Detection
Siddhant Baldota, Shreyas Anantha Ramaprasad, Jaspreet Kaur Bhamra +9
Research has shown that climate change creates warmer temperatures and drier conditions, leading to longer wildfire seasons and increased wildfire risks in the United States. These…
FIgLib & SmokeyNet: Dataset and Deep Learning Model for Real-Time Wildland Fire Smoke Detection
Anshuman Dewangan, Yash Pande, Hans-Werner Braun +5
The size and frequency of wildland fires in the western United States have dramatically increased in recent years. On high-fire-risk days, a small fire ignition can rapidly grow an…
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…