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Company Spotlight
NVIDIA
GeForce NOW Celebrates Six Years of Streaming With 24 Games in February
Meta
Llama 3, PyTorch, AR/VR
Natively Adaptive Interfaces: A new framework for AI accessibility
Microsoft
A conversation with Kevin Scott: What’s next in AI
OpenAI
GPT-4, ChatGPT, DALL-E
Anthropic
Claude 3.5, Constitutional AI
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Not all layoffs have direct ties to AI
Fractal Analytics IPO: India’s First AI-Focused Company Goes Public Soon – ₹2,833.90 Crore Opportunity for Investors
Not all layoffs have direct ties to AI
Not all layoffs have direct ties to AI
Not all layoffs have direct ties to AI
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Latest Research
Shared LoRA Subspaces for almost Strict Continual Learning
Adapting large pretrained models to new tasks efficiently and continually is crucial for real-world deployment but remains challenging due to catastrophic forgetting and the high cost of retraining. While parameter-efficient tuning methods like low rank adaptation (LoRA) reduce computational demands...
Pseudo-Invertible Neural Networks
The Moore-Penrose Pseudo-inverse (PInv) serves as the fundamental solution for linear systems. In this paper, we propose a natural generalization of PInv to the nonlinear regime in general and to neural networks in particular. We introduce Surjective Pseudo-invertible Neural Networks (SPNN), a class...
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