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DISCONTINUE - Definition & Meaning - Reverso English Dictionary
discontinue definition: stop producing or supplying a product. Check meanings, examples, usage tips, pronunciation, domains, related words.
FUCKED - Definition & Meaning - Reverso English Dictionary
fucked definition: in a hopeless or very difficult situation. Check meanings, examples, usage tips, pronunciation, domains, related words.
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SALT: Sales Autocompletion Linked Business Tables Dataset
Foundation models, particularly those that incorporate Transformer architectures, have demonstrated exceptional performance in domains such as natural language processing and image processing. Adapting these models to structured data, like tables, ho...
Understanding the Effects of Permanent Faults in GPU's Parallelism Management and Control…
Graphics Processing Units (GPUs) are over-stressed to accelerate High-Performance Computing applications and are used to accelerate Deep Neural Networks in several domains where they have a life expectancy of many years. These conditions expose the G...
ITA: An Energy-Efficient Attention and Softmax Accelerator for Quantized Transformers
Transformer networks have emerged as the state-of-the-art approach for natural language processing tasks and are gaining popularity in other domains such as computer vision and audio processing. However, the efficient hardware acceleration of transfo...
A Taxonomy of Real-World Defeaters in Safety Assurance Cases
The rise of cyber-physical systems in safety-critical domains calls for robust risk-evaluation frameworks. Assurance cases, often required by regulatory bodies, are a structured approach to demonstrate that a system meets its safety requirements. How...
Subspace clustering of high-dimensional data: a predictive approach
In several application domains, high-dimensional observations are collected and then analysed in search for naturally occurring data clusters which might provide further insights about the nature of the problem. In this paper we describe a new approa...
Improving TD3-BC: Relaxed Policy Constraint for Offline Learning and Stable Online Fine-Tu…
The ability to discover optimal behaviour from fixed data sets has the potential to transfer the successes of reinforcement learning (RL) to domains where data collection is acutely problematic. In this offline setting, a key challenge is overcoming...
Are You Listening to Me? Fine-Tuning Chatbots for Empathetic Dialogue
Conversational agents have made significant progress since ELIZA, expanding their role across various domains, including healthcare, education, and customer service. As these agents become increasingly integrated into daily human interactions, the ne...
QT-DoG: Quantization-aware Training for Domain Generalization
A key challenge in Domain Generalization (DG) is preventing overfitting to source domains, which can be mitigated by finding flatter minima in the loss landscape. In this work, we propose Quantization-aware Training for Domain Generalization (QT-DoG)...
RAmBLA: A Framework for Evaluating the Reliability of LLMs as Assistants in the Biomedical…
Large Language Models (LLMs) increasingly support applications in a wide range of domains, some with potential high societal impact such as biomedicine, yet their reliability in realistic use cases is under-researched. In this work we introduce the R...
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UNDER - Definition & Meaning - Reverso English Dictionary
under definition: in a position directly below something. Check meanings, examples, usage tips, pronunciation, domains, and related words. Discover expressions like "put under", "under control", …
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Reinforcement Learning for Tool-Integrated Interleaved Thinking towards Cross-Domain Gener…
Recent advances in large language models (LLMs) have demonstrated remarkable capabilities in reasoning and tool utilization. However, the generalization of tool-augmented reinforcement learning (RL) across diverse domains remains a significant challe...
Emerging Connections: Quantum and Classical Optics
Quantum optics and classical optics have coexisted for nearly a century as two distinct, self-consistent descriptions of light. What influences there were between the two domains all tended to go in one direction, as concepts from classical optics we...
Ebb: A DSL for Physical Simulation on CPUs and GPUs
Designing programming environments for physical simulation is challenging because simulations rely on diverse algorithms and geometric domains. These challenges are compounded when we try to run efficiently on heterogeneous parallel architectures. We...
Bringing Masked Autoencoders Explicit Contrastive Properties for Point Cloud Self-Supervis…
Contrastive learning (CL) for Vision Transformers (ViTs) in image domains has achieved performance comparable to CL for traditional convolutional backbones. However, in 3D point cloud pretraining with ViTs, masked autoencoder (MAE) modeling remains d...