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4th year CSE · Deep Learning & Optimization · Building efficient, real-world systems
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MsPacman-DQN-Ablation-Study
MsPacman-DQN-Ablation-Study PublicDQN agent trained on Atari Ms. Pac-Man from raw pixels — ablation study on frame stacking, 54% reward improvement over training
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Importance-Guided-Adaptive-Image-Compression
Importance-Guided-Adaptive-Image-Compression PublicImportance-guided adaptive JPEG compression using a UNet to predict spatial importance maps and outperform standard JPEG on PSNR.
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