GitHub

lstm_seq2seq_autoencoder.py

This model reconstructs only the main features (all columns that are not listed in ``conditional_features``). It can optionally use per-timestep conditional features as additional inputs to the ...
GitHub

shortcut_connect_text_field_embedder.py

with the output of the previous_encoder and the output of the base_text_field_embedder, the connection with base_text_field_embedder actually circumventing the previous_encoder.
IEEE

Mitigating Backdoor Attacks in Pre-Trained Encoders via Self-Supervised Knowledge Distillation

Abstract: Pre-trained encoders in computer vision have recently received great attention from both research and industry communities. Among others, a promising paradigm is to utilize self-supervised ...
IEEE

Cross-Aware Early Fusion With Stage-Divided Vision and Language Transformer Encoders for Referring Image Segmentation

Abstract: Referring segmentation aims to segment a target object related to a natural language expression. Key challenges of this task are understanding the meaning of complex and ambiguous language ...