Vision Transformers Needs Registers. And Gated MLPs. And +20M params. Tiny modality gap ensues!

This paper have been presented in the form of an oral presentation at the IJCNN-2019 conference. The title is "Transformation-gated LSTM: efficient capture of short-term mutation dependencies for multivariate time series prediction tasks".

Vision Transformers Needs Registers. And Gated MLPs. And +20M params. Tiny modality gap ensues!

Physical access control systems today operate in isolation from marketing and business intelligence. Real estate developers, gated compounds.

Mitchell 1 is a division of Snap-on Incorporated providing repair information (ProDemand, TruckSeries) and shop management software (Manager SE, SocialCRM) to independent auto repair shops. Mitchell 1 is a legacy enterprise software provider, not an API-first company - it has no public, self-serve REST API reference.

Overjet is a dental AI platform that applies FDA-cleared computer vision to dental radiographs (bitewings, periapicals, panoramics, and CBCT) to detect, outline, and quantify oral health conditions - caries, calculus, bone level and bone loss, periapical radiolucencies (PARLs), and anatomical structures - for dental providers, DSOs, and insurance…

Color Health (founded as Color Genomics in 2015) is a population health technology company that operates a nationwide, oncologist-led Virtual Cancer Clinic and delivers population-scale precision health programs - hereditary cancer and cardiovascular genetic testing, pharmacogenomics, cancer early detection and screening, and clinical care…

Tekion is a cloud-native, AI-native automotive retail platform whose flagship Automotive Retail Cloud (ARC) is a modern dealer management system (DMS) spanning sales, service, parts, inventory, F&I, accounting, and CRM for franchise dealerships and OEMs.

ResWare is customizable title and escrow production software for real estate closings, originally built by Adeptive Software Corporation and acquired by Qualia Labs in December 2020 (now shipping as ResWare 10 within the Qualia ecosystem).

Ruzuku is a hosted online course platform for coaches, authors, and subject matter experts to create, teach, and sell online courses and learning communities. Ruzuku does not publish a documented public REST API or developer program.

Dropzone AI delivers an Agentic SOC platform built around an autonomous AI SOC Analyst that handles tier-1 alert triage and threat hunting 24/7. The platform ships pre-trained, is coachable in natural language, and connects via secure APIs to 90+ existing security tools (SIEM, EDR/XDR, identity, cloud, threat intel).

Surescripts operates the largest health information network in the United States, connecting prescribers, pharmacies, pharmacy benefit managers (PBMs), health plans, and health systems for e-prescribing, medication history, benefit and eligibility verification, electronic prior authorization, and clinical interoperability.