DLRM | Lecture 83 (Part 3) | Applied Deep Learning (Supplementary)

CASER | Lecture 83 (Part 2) | Applied Deep Learning (Supplementary)

VAEs for Collaborative Filtering | Lecture 83 (Part 1) | Applied Deep Learning (Supplementary)

Hierarchical RNNs | Lecture 82 (Part 3) | Applied Deep Learning (Supplementary)

DeepFM | Lecture 82 (Part 2) | Applied Deep Learning (Supplementary)

Neural Factorization Machines | Lecture 82 (Part 1) | Applied Deep Learning (Supplementary)

Neural Collaborative Filtering | Lecture 81 (Part 4) | Applied Deep Learning (Supplementary)

Wide & Deep Learning | Lecture 81 (Part 3) | Applied Deep Learning (Supplementary)

AutoRec | Lecture 81 (Part 2) | Applied Deep Learning (Supplementary)

Session-based Recommendations (Cont.) | Lecture 81 (Part 1) | Applied Deep Learning (Supplementary)

Session-based Recommendations | Lecture 80 (Part 5) | Applied Deep Learning (Supplementary)

Document Image Transformer | Lecture 80 (Part 4) | Applied Deep Learning (Supplementary)

VICReg | Lecture 80 (Part 3) | Applied Deep Learning (Supplementary)

BEIT | Lecture 80 (Part 2) | Applied Deep Learning (Supplementary)

SimSiam | Lecture 80 (Part 1) | Applied Deep Learning (Supplementary)

SwAV | Lecture 79 (Part 4) | Applied Deep Learning (Supplementary)

Bootstrap Your Own Latent (BYOL - Q&A) | Lecture 79 (Part 5) | Applied Deep Learning (Supplementary)

Bootstrap Your Own Latent (BYOL) | Lecture 79 (Part 3) | Applied Deep Learning (Supplementary)

SimCLR v2 | Lecture 79 (Part 2) | Applied Deep Learning (Supplementary)

Supervised Contrastive Learning | Lecture 79 (Part 1) | Applied Deep Learning (Supplementary)

SimCLR | Lecture 78 (Part 4) | Applied Deep Learning (Supplementary)

Pretext-Invariant Representations | Lecture 78 (Part 3) | Applied Deep Learning (Supplementary)

Momentum Contrast | Lecture 78 (Part 2) | Applied Deep Learning (Supplementary)

Contrastive Multiview Coding (Cont.) | Lecture 78 (Part 1) | Applied Deep Learning (Supplementary)

Contrastive Multiview Coding | Lecture 77 (Part 3) | Applied Deep Learning (Supplementary)

Contrastive Predictive Coding | Lecture 77 (Part 2) | Applied Deep Learning (Supplementary)

Deep Clustering | Lecture 77 (Part 1) | Applied Deep Learning (Supplementary)

Data-Efficient Image Transformers | Lecture 76 (Part 4) | Applied Deep Learning (Supplementary)

FixMatch | Lecture 76 (Part 3) | Applied Deep Learning (Supplementary)

Noisy Student | Lecture 76 (Part 2) | Applied Deep Learning (Supplementary)

MixMatch (Continued) | Lecture 76 (Part 1) | Applied Deep Learning (Supplementary)

MixMatch | Lecture 75 (Part 3) | Applied Deep Learning (Supplementary)

Mean teachers | Lecture 75 (Part 2) | Applied Deep Learning (Supplementary)

Virtual Adversarial Training | Lecture 75 (Part 1) | Applied Deep Learning (Supplementary)

Differential Privacy | Lecture 74 (Part 2) | Applied Deep Learning (Supplementary)

Backdoor Federated Learning | Lecture 74 (Part 1) | Applied Deep Learning (Supplementary)

Communication Efficiency | Lecture 73 (Part 2) | Applied Deep Learning (Supplementary)

Federated Learning | Lecture 73 (Part 1) | Applied Deep Learning (Supplementary)

Relation Network | Lecture 72 (Part 3) | Applied Deep Learning (Supplementary)

Few-shot Learning | Lecture 72 (Part 2) | Applied Deep Learning (Supplementary)

One Shot Learning | Lecture 72 (Part 1) | Applied Deep Learning (Supplementary)

CyCADA | Lecture 71 (Part 3) | Applied Deep Learning (Supplementary)

Pixel-Level Domain Adaptation | Lecture 71 (Part 2) | Applied Deep Learning (Supplementary)

Discriminative Domain Adaptation | Lecture 71 (Part 1) | Applied Deep Learning (Supplementary)

Domain-Adversarial Training | Lecture 70 (Part 2) | Applied Deep Learning (Supplementary)

Deep Adaptation Networks | Lecture 70 (Part 1) | Applied Deep Learning (Supplementary)

SPADE | Lecture 69 (Part 5) | Applied Deep Learning (Supplementary)

StarGAN (Q&A) | Lecture 69 (Part 4) | Applied Deep Learning (Supplementary)

Pix2pixHD (Q&A) | Lecture 69 (Part 3) | Applied Deep Learning (Supplementary)

ESRGAN | Lecture 69 (Part 2) | Applied Deep Learning (Supplementary)

Super-Resolution GAN (Q&A) | Lecture 69 (Part 1) | Applied Deep Learning (Supplementary)

MUNIT | Lecture 68 (Part 2) | Applied Deep Learning (Supplementary)

UNIT (Continued) | Lecture 68 (Part 1) | Applied Deep Learning (Supplementary)

UNIT | Lecture 67 (Part 6) | Applied Deep Learning (Supplementary)

Cycle-Consistent GANs (Q&A) | Lecture 67 (Part 5) | Applied Deep Learning (Supplementary)

Pix2pix (Q&A) | Lecture 67 (Part 4) | Applied Deep Learning (Supplementary)

Auxiliary Classifier GANs | Lecture 67 (Part 3) | Applied Deep Learning (Supplementary)

Context Encoders (Q&A) | Lecture 67 (Part 2) | Applied Deep Learning (Supplementary)

Conditional GANs (Q&A) | Lecture 67 (Part 1) | Applied Deep Learning (Supplementary)

StyleGAN2 | Lecture 66 (Part 3) | Applied Deep Learning (Supplementary)