Carlos Oscar Sánchez Sorzano

Deep Learning 53. Reinforcement learning with and without human feedback

Carlos Oscar Sánchez Sorzano

Deep Learning 52. Reinforcement learning, Monte Carlo Tree Search and Neural networks

Carlos Oscar Sánchez Sorzano

Deep Learning 51. Neural networks for Reinforcement learning

Carlos Oscar Sánchez Sorzano

Deep Learning 50. AI agents

Carlos Oscar Sánchez Sorzano

Deep Learning 49. Few- and zero-shot learning

Carlos Oscar Sánchez Sorzano

Deep Learning 48. Memory networks

Carlos Oscar Sánchez Sorzano

Deep Learning 47. Neural Radiance Fields (NERFs)

Carlos Oscar Sánchez Sorzano

Deep Learning 46. Visual-Language models

Carlos Oscar Sánchez Sorzano

Deep Learning 45. Chain of Thoughts and structured outputs

Carlos Oscar Sánchez Sorzano

Deep Learning 44. Hallucinations

Carlos Oscar Sánchez Sorzano

Deep Learning 43. Forward-forward algorithm

Carlos Oscar Sánchez Sorzano

Deep Learning 42. Neural ODEs and liquid neural networks

Carlos Oscar Sánchez Sorzano

Deep Learning 41. Kolmogorov-Arnold networks

Carlos Oscar Sánchez Sorzano

Deep Learning 40. Explainable AI

Carlos Oscar Sánchez Sorzano

Deep Learning 39. Domain generalization

Carlos Oscar Sánchez Sorzano

Deep Learning 38. Spatial transformations

Carlos Oscar Sánchez Sorzano

Deep Learning 37. Graph neural networks

Carlos Oscar Sánchez Sorzano

Deep Learning 36. Transfer learning

Carlos Oscar Sánchez Sorzano

Deep Learning 35. Physics-Informed Neural Networks (PINN)

Carlos Oscar Sánchez Sorzano

Deep Learning 34. Diffusion networks

Carlos Oscar Sánchez Sorzano

Deep Learning 32. Generative Autoencoders and variants

Carlos Oscar Sánchez Sorzano

Deep Learning 31. Semi-supervised learning transductive,inductive,active,curriculum,reinforcement

Carlos Oscar Sánchez Sorzano

Deep Learning 30. Self-supervised learning 3 Energy-based models and Deep-Belief networks

Carlos Oscar Sánchez Sorzano

Deep Learning 29. Self-supervised learning 2 Contrastive predictive coding, SimCLR and MoCo

Carlos Oscar Sánchez Sorzano

Deep Learning 28. The information bottleneck (why do neural networks learn)

Carlos Oscar Sánchez Sorzano

Deep Learning 27. Mathematical details of VAE, Evidence Lower Bound (ELBO)

Carlos Oscar Sánchez Sorzano

Deep Learning 26. Self-supervised learning

Carlos Oscar Sánchez Sorzano

Deep Learning 25. Knowledge distillation

Carlos Oscar Sánchez Sorzano

CEU Image Processing 2026. Lec. 10. Image warping and rotation

Carlos Oscar Sánchez Sorzano

Deep Learning 24. Transformers and their variants

Carlos Oscar Sánchez Sorzano