A Look at Recent Advances in Google Translate | Synced
Jun 10, 2020 · Incorporating these new advances, Google’s latest model scores an average five-point increase on BLEU compared to the previous GNMT model — with the class of 50 low-resources languages achieving an average seven-point boost. The researchers note that there is still much room for improvement in the quality of automatic translation for ...
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Feb 18, 2024 · Building on MM1’s success, Apple’s new paper, MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning, introduces an improved model family aimed at enhancing capabilities in text-rich image understanding, visual grounding, and multi-image reasoning. by Synced 2024-10-28 1.
87% ImageNet Accuracy, 3.8ms Latency: Google’s MobileNetV4 …
Apr 18, 2024 · Efficient on-device neural networks offer rapid, real-time, and interactive experiences while safeguarding private data from public internet exposure. Yet, the computational limitations of mobile devices present a formidable challenge in maintaining a delicate balance between accuracy and efficiency. Addressing this challenge head-on, a recent paper titled "MobileNetV4 - Universal Models for ...
The Future of Computing: Neuromorphic | Synced
Apr 8, 2017 · The original idea of neuromorphic chips could be dated back to a paper written by Caltech professor Carver Mead in 1990. In his paper, Mead suggested that analog chips, a type of chips that varies in their output (contrary to digital chips’ binary nature), could mimic the electrical activity of neurons and synapses in the brain.
Stanford U & Google’s Generative Agents Produce Believable …
Apr 12, 2023 · In the new paper Generative Agents: Interactive Simulacra of Human Behavior, a team from Stanford University and Google Research presents agents that draw on generative models to simulate both individual and emergent group behaviours that are humanlike and based on their identities, changing experiences, and environment.
NeurIPS 2018 Opens; Best Papers Announced | Synced
Dec 3, 2018 · The 2018 Conference on Neural Information Processing Systems (NeurIPS) kicked off today in Montréal. In their opening remarks this afternoon the NeurIPS organizing committee announced the conference's major best paper selections and other awards. Four submissions shared top honors in the best paper category: Non-Delusional Q-Learning and Value-Iteration from researchers at Google AI: The paper
Yann LeCun Cake Analogy 2.0 | Synced
Feb 22, 2019 · Facebook AI Chief Yann LeCun introduced his now-famous “cake analogy” at NIPS 2016: “If intelligence is a cake, the bulk of the cake is unsupervised learning, the icing on the cake is supervised learning, and the cherry on the cake is reinforcement learning (RL).”The quip rippled across the AI community and confirmed LeCun a strong advocate of unsupervised learning, a machine learning ...
Microsoft’s MarS: A Game-Changer in Financial Market Simulations ...
Sep 23, 2024 · This system addresses the unique demands of modeling the market impact of orders while enabling highly realistic, controllable simulations. The core of MarS is the generative foundation model (LMM), which is trained on historical order-level financial data. During real-time simulations, the LMM generates dynamic sequences of orders based on ...
Instant 3D Vision: Apple’s Depth Pro Delivers High-Precision …
Oct 7, 2024 · This model can generate high-resolution depth maps with exceptional clarity and fine detail, producing a 2.25-megapixel depth map in just 0.3 seconds on a standard GPU. Depth Pro’s architecture hinges on the use of plain Vision Transformer (ViT) encoders, based on the work of Dosovitskiy et al. (2021), which process patches of the image at ...
Alibaba Open-Sources Its MCU to Boost AI Research | Synced
Oct 23, 2019 · Alibaba says the open source MCU platform will be of particular interest to chip design companies, IP providers, universities and research institutes. Alibaba introduced its first RISC-V (Reduced Instruction Set Computer) processor this July. The Xuantie 910 is designed to be used as a core IP to produce high-end edge-based MCUs, CPUs, and ...