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COL775: Deep Learning | Course Instructor: Prof. Parag Singla | IIT Delhi

Assignment 1:

1.1 ResNet over Convolutional Networks and different Normalization schemes

Dataset: CIFAR10

1.2 Text-to-SQL: A challenging Sequence to Sequence task

Dataset: Spyder


Assignment 2: Temporal and Causal Reasoning from Videos on CLEVRER dataset

Assignment Partner: Aniruddha Deb

2.1 Baseline-1: CNN + BERT

2.2 Baseline-2: VideoCLIP + BERT

2.3 Competitive