07:55

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

09:57

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

17:01

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

09:35

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

08:54

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

13:15

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

08:27

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

10:05

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

06:07

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

10:14

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

07:12

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

03:46

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

07:02

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

07:00

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

09:27

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

08:15

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

03:52

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

08:23

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

07:02

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

10:46

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

03:21

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

11:49

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

10:29

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

07:16

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

07:45

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

11:06

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

15:01

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

07:13

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

07:24

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

06:17

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

10:55

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

04:03

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

05:38

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

22:31

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

18:23

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

13:33

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

12:57

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

19:22

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

05:20

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

11:09

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

15:28

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

10:10

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

11:10

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

11:29

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

13:23

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

15:50

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

06:19

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

03:58

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

05:19

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

08:14

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

09:33

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

12:09

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

18:58

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

03:51

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

02:17

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

02:41

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

12:18

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

03:36

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

04:48

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

13:16

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