Robust Multimodal Learning via Cross-Modal Proxy Tokens

New #TMLR-Paper-with-Video:

Robust Multimodal Learning via Cross-Modal Proxy Tokens

Md Kaykobad Reza, Ameya Patil, Mashhour Solh, Salman Asif

https://tmlr.infinite-conf.org/paper_pages/Wtc6wvcYJ0

#multimodal #encoders #unimodal

Robust Multimodal Learning via Cross-Modal Proxy Tokens

Md Kaykobad Reza, Ameya Patil, Mashhour Solh, Salman Asif

Action editor: Anurag Arnab

https://openreview.net/forum?id=Wtc6wvcYJ0

#multimodal #encoders #unimodal

Approximately Unimodal Likelihood Models Boost Ordinal Regression

Approximate unimodal likelihood models handle both unimodal and near‑unimodal distributions, outperforming traditional methods on benchmarks. Submitted 30 Sep 2025. Read more: getnews.me/approximately-unimodal-l... #ordinalregression #unimodal

Large-scale Signal Propagation Modes in the Human Brain The dynamic allocation of neural resources throughout brain-wide networks is essential for optimal brain operation. However, the neural principles underlying the facilitation of such allocation remain...

Large-scale signal propagation modes in the human brain www.biorxiv.org/content/10.1... "#multisensory integration in #transmodal regions and top-down modulation to #unimodal areas"; #DMN #crossmodal #neuroscience

Neural correlates of modality-specific and modality-invariant object recognition in the perirhinal c... bioRxiv - the preprint server for biology, operated by Cold Spring Harbor Laboratory, a research and educational institution

Neural correlates of modality-specific and modality-invariant object recognition in the perirhinal cortex www.biorxiv.org/content/10.1... #crossmodal & #unimodal #neuroscience using audiovisual cues