Search Results for author: Taipeng Tian

Found 5 papers, 4 papers with code

Multi-entity Video Transformers for Fine-Grained Video Representation Learning

1 code implementation17 Nov 2023 Matthew Walmer, Rose Kanjirathinkal, Kai Sheng Tai, Keyur Muzumdar, Taipeng Tian, Abhinav Shrivastava

In this work, we advance the state-of-the-art for this area by re-examining the design of transformer architectures for video representation learning.

Representation Learning

BT^2: Backward-compatible Training with Basis Transformation

1 code implementation ICCV 2023 Yifei Zhou, Zilu Li, Abhinav Shrivastava, Hengshuang Zhao, Antonio Torralba, Taipeng Tian, Ser-Nam Lim

In this way, the new representation can be directly compared with the old representation, in principle avoiding the need for any backfilling.

$BT^2$: Backward-compatible Training with Basis Transformation

1 code implementation8 Nov 2022 Yifei Zhou, Zilu Li, Abhinav Shrivastava, Hengshuang Zhao, Antonio Torralba, Taipeng Tian, Ser-Nam Lim

In this way, the new representation can be directly compared with the old representation, in principle avoiding the need for any backfilling.

Retrieval

Spartan: Differentiable Sparsity via Regularized Transportation

1 code implementation27 May 2022 Kai Sheng Tai, Taipeng Tian, Ser-Nam Lim

We present Spartan, a method for training sparse neural network models with a predetermined level of sparsity.

Network Pruning

Cannot find the paper you are looking for? You can Submit a new open access paper.