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Understanding the Waypoint Transformer
Supervised goal conditioned reinforcement learning using generated intermediate goals.
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Building CLIP from Scratch to Classify Pokemon
Learning about how Contrastive Language-Image Pre-training (CLIP) works
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ChatGPT's Plugin System Poses an Existential Risk to the Open Web
ChatGPT poses threats to fundamental assumptions we make about the web and how we use it that exceed its threats to humanity in the near to medium term. The implications of blindly accepting this transistion could be far reaching and hard to return from
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TRTorch: A compiler for TorchScript Targeting NVIDIA GPUs
Writing a compiler for PyTorch that optimizes neural nets for NVIDIA GPUs
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Real Time Autonomous Vehicle Perception on Heterogenous Hardware
Showing how you can use DRIVE AGX and its suite of accelerators to achieve real-time perception for self driving cars
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ACM@UIUC GPU Cluster
Making it super easy to get started with Deep Learning using Jupyter Notebooks and Docker
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TensorRT Python API
Making NVIDIA's Neural Network Optimizer accessible to the everyday data scientist